Publications

Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet. 2024. « Federated deep reinforcement learning for task scheduling in heterogeneous autonomous robotic system ». IEEE Transactions on Automation Science and Engineering. vol. 21 , nº 1. p. 528-540.

Athanasios Bimpas, John Violos, Aris Leivadeas, Iraklis Varlamis. 2024. « Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges ». Computer Networks. vol. 239

Rasel Chowdhury, Chamseddine Talhi, Hakima Ould-Slimane, Azzam Mourad. 2024. « Proactive and intelligent monitoring and orchestration of cloud-native IP multimedia subsystem ». IEEE Open Journal of the Communications Society. vol. 5 p. 139-155.

Darine Amayed, Fehmi Jaafar, Riadh Ben Chaabene, Mohamed Cheriet. 2023. « Security and corporate violation to privacy in the internet of things age ». In Blockchain and artificial intelligence-based solution to enhance the privacy in digital identity and IoT . p. 39-69. CRC Press.

Darine Ameyed, Fehmi Jaafar, Riadh Ben Chaabene, Mohamed Cheriet. 2023. « Federated learning and blockchain: An opportunity for artificial intelligence with data regulation ». In AI, machine learning and deep learning: A security perspective . p. 157-166. CRC Press.

Darine Ameyed, Fehmi Jaafar, Fabio Petrillo, Mohamed Cheriet. 2023. « Quality and security frameworks for IoT-architecture models evaluation ». SN Computer Science. vol. 4 , nº 4.

Bowen Bao, Hui Yang, Qiuyan Yao, Lin Guan, Jie Zhang, Mohamed Cheriet. 2023. « Resource allocation with edge-cloud collaborative traffic prediction in integrated radio and optical networks ». IEEE Access. vol. 11 p. 7067-7077.

Riadh Ben Chaabene, Darine Ameyed, Fehmi Jaafer, Alexis Roger, Aimeur Esma, Mohamed Cheriet. 2023. « A privacy-preserving federated learning for IoT intrusion detection system ». 9th International Conference on Control, Decision and Information Technologies (CoDIT) (Roma, Italy, July 03-06, 2023) p. 351-356. Institute of Electrical and Electronics Engineers Inc..

Mohamed Cheriet, Vincenzo Dentamaro, Mohammed Hamdan, Donato Impedovo, Giuseppe Pirlo. 2023. « Multi-speed transformer network for neurodegenerative disease assessment and activity recognition ». Computer Methods and Programs in Biomedicine. vol. 230

Mohammed Hamdan, Himanshu Chaudhary, Ahmed Bali, Mohamed Cheriet. 2023. « Refocus attention span networks for handwriting line recognition ». International Journal on Document Analysis and Recognition. vol. 26 , nº 2. p. 131-147.

Mohammed Hamdan, Mohamed Cheriet. 2023. « ResneSt-Transformer: Joint attention segmentation-free for end-to-end handwriting paragraph recognition model ». Array. vol. 19

Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « Collaborative game theory and deep learning closed-loop automation in O-RAN 5G network slicing for smart grid applications ». IEEE International Conference on Communications (ICC) (Rome, Italy, May 28-June 01, 2023) p. 5457-5463. IEEE.

Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « Optimized task offloading in UAV-assisted cloud robotics ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) p. 4773-4779. Institute of Electrical and Electronics Engineers Inc..

Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet. 2023. « Converging game theory and reinforcement learning for industrial Internet-of-Things ». IEEE Transactions on Network and Service Management. vol. 20 , nº 2. p. 890-903.

Tao Hong, Hongming Liang, Qiye Yang, Linquan Fang, Michel Kadoch, Mohamed Cheriet. 2023. « A real-time tracking algorithm for multi-target UAV based on deep learning ». Remote Sensing. vol. 15 , nº 1.

Mostafa Hussien, Ahmed Abdelmoaty, Mahmoud Elsaadany, Mohammed F. A. Ahmed, Ghyslain Gagnon, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « Carrier frequency offset estimation in 5G NR: Introducing gradient boosting machines ». IEEE Access. vol. 11 p. 34128-34137.

Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « A learning framework for bandwidth-efficient distributed inference in wireless IoT ». IEEE Sensors Journal. vol. 23 , nº 15. p. 17656-17666.

Mostafa Hussien, Kim Khoa Nguyen, Ali Ranjha, Moez Krichen, Abdulaziz Alshammari, Mohamed Cheriet. 2023. « Enabling efficient data integration of industry 5.0 nodes through highly accurate neural CSI feedback ». IEEE Transactions on Consumer Electronics. (Sous presse)

Antoine Langevin, Mohamed Cheriet, Ghyslain Gagnon. 2023. « Efficient deep generative model for short-term household load forecasting using non-intrusive load monitoring ». Sustainable Energy, Grids and Networks. vol. 34

Xiang Li, Hui Yang, Qiuyan Yao, Bowen Bao, Jie Zhang, Mohamed Cheriet. 2023. « Enhancing time-critical communication for industrial applications with deep Q-network and policy reuse based TDM-PON ». Opto-Electronics and Communications Conference (OECC) (Shanghai, China, July 02-06, 2023) Institute of Electrical and Electronics Engineers.

Mohamed Mhiri, Mohammed Hamdan, Mohamed Cheriet. 2023. « Handwriting word spotting in the space of difference between representations using vision transformers ». Pattern Recognition Letters. vol. 174 p. 39-45.

Fatma Mtibaa, Kim Khoa Nguyen, Vasken Dermardiros, Scott McDonald, Jean-Simon Venne, Mohamed Cheriet. 2023. « Hierarchical multi-agent control framework for energy efficiency and carbon emission reduction in multi-zone buildings ». Journal of Building Engineering. vol. 68

Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « Age of processing-aware offloading decision for autonomous vehicles in 5G open RAN environment ». IEEE Transactions on Mobile Computing. 13 p. (Sous presse)

Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « Federated learning assisted deep Q-learning for joint task offloading and fronthaul segment routing in open RAN ». IEEE Transactions on Network and Service Management. vol. 20 , nº 3. p. 3261-3273.

Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « Two-level closed loops for RAN slice resources management serving flying and ground-based cars ». IEEE Transactions on Network and Service Management. vol. 20 , nº 2. p. 1184-1198.

Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « Jointly optimized resource allocation for SDN control and forwarding planes in edge-cloud SDN-based networks ». Future Generation Computer Systems. vol. 145 p. 176-188.

Chuan Pham, Foroutan Fami, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « When RAN intelligent controller in O-RAN meets multi-UAV enable wireless network ». IEEE Transactions on Cloud Computing. vol. 11 , nº 3. p. 2245-2259.

Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet, Abdo Shabah. 2023. « Joint horizontal and vertical backup for highly reliable telemedicine services ». IEEE International Conference on Communications (ICC) (Rome, Italy, May 28-June 01, 2023) p. 4428-4434. IEEE.

Bo Rong, Mohamed Cheriet, Jon Montalban, Lei Shu, Yi Qian. 2023. « Special issue on green IoT for future space-air-ground-ocean-integrated networks and applications ». IEEE Internet of Things Journal. vol. 10 , nº 11. p. 9249-9251.

Alireza Tirehkar, Kim Khoa Nguyen, Mohamed Cheriet. 2023. « Optimized synchronization of the orchestrator in hierarchical multi-layer networks ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) p. 3024-3029. Institute of Electrical and Electronics Engineers Inc..

Li-Na Wang, Guoqiang Zhong, Yaxin Shi, Mohamed Cheriet. 2023. « Relational Fisher analysis: Dimensionality reduction in relational data with global convergence ». Algorithms. vol. 16 , nº 11.

Ying Wang, Naling Li, Peng Yu, Wenjing Li, Xuesong Qiu, Shangguang Wang, Mohamed Cheriet. 2023. « Intelligent and collaborative orchestration of network slices ». IEEE Transactions on Services Computing. vol. 16 , nº 2. 14 p. p. 1239-1253.

Ao Yu, Hui Yang, Cuiyang Feng, Yunbo Li, Yang Zhao, Mohamed Cheriet, Athaniasios V. Vasilakos. 2023. « Socially-aware traffic scheduling for edge-assisted metaverse by deep reinforcement learning ». IEEE Network. (Sous presse)

Fariba Azizmohammadi, Iñaki Navarro Castellanos, Joaquim Miró, Paul Segars, Ehsan Samei, Luc Duong. 2023. « Patient-specific cardio-respiratory motion prediction in x-ray angiography using LSTM networks ». Physics in medicine and biology. vol. 68 , nº 2.

Hilary Cintia Djuikoua Wouafo, Julie Joncas, Marjolaine Roy-Beaudry, Soraya Barchi, Stefan Parent, Hubert Labelle, Luc Duong. 2023. « Automatic assessment of skeletal maturity in adolescent idiopathic scoliosis patients using support vector regression on deep features ». SPIE Medical Imaging 2023: Image Perception, Observer Performance, and Technology Assessment (San Diego, CA, USA, Feb. 19-24, 2023) SPIE.

Marie-Eve Le Bouthillier, Lynne Hrynkiw, Alain Beauchamp, Luc Duong, Sylvie Ratté. 2023. « Automated detection of regions of interest in cartridge case images using deep learning ». Journal of Forensic Sciences. (Sous presse)

Rémi Martin, Luc Duong. 2023. « Pixel-wise confidence estimation for segmentation in Bayesian Convolutional Neural Networks ». Machine Vision and Applications. vol. 34 , nº 1.

Rémi Martin, Paul Segars, Ehsan Samei, Joaquim Miró, Luc Duong. 2023. « Unsupervised synthesis of realistic coronary artery X-ray angiogram ». International Journal of Computer Assisted Radiology and Surgery. vol. 18 , nº 12. p. 2329-2338.

Nicolas Masse-Gignac, Salomon Flórez-Jiménez, Jean-Marc Mac-Thiong, Luc Duong. 2023. « Attention-gated U-Net networks for simultaneous axial/sagittal planes segmentation of injured spinal cords ». Journal of Applied Clinical Medical Physics.

Laaziz Lahlou, Chafika Tata, Nadjia Kara, Aris Leivadeas, Abdelouahed Gherbi. 2023. « Edge-cloud online joint placement of Virtual Network Functions and allocation of compute and network resources using meta-heuristics ». Journal of Ambient Intelligence and Humanized Computing. vol. 14 , nº 6. p. 7531-7558.

Alvine B. Belle, Callum Sutherland, Opeyemi O. Adesina, Segla Kpodjedo, Nathanael Ojong, Lisa Cole. 2023. « Bolstering the persistence of black students in undergraduate computer science programs: A systematic mapping study ». ACM Transactions on Computing Education. vol. 23 , nº 4.

Georgios Anagnostopoulos, Georgios Stavropoulos, John Violos, Aris Leivadeas, Iraklis Varlamis. 2023. « Enhancing virtual sensors to deal with missing values and low sampling rates ». 11th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, MobileCloud (Athens , Greece, July 17-20, 2023) p. 39-44. Institute of Electrical and Electronics Engineers.

Marios Avgeris, Aris Leivadeas, Nikolaos Athanasopoulos, Ioannis Lambadaris, Matthias Falkner. 2023. « Model predictive control for automated network assurance in intent-based networking enabled service function chains ». IEEE/IFIP Network Operations and Management Symposium (NOMS) (Miami, FL, USA, May 08-12, 2023) Institute of Electrical and Electronics Engineers Inc..

Marios Avgeris, Aris Leivadeas, Ioannis Lambadaris. 2023. « A reinforcement-learning self-healing approach for virtual network function placement ». IEEE/IFIP Network Operations and Management Symposium (NOMS) (Miami, FL, USA, May 08-12, 2023) Institute of Electrical and Electronics Engineers Inc..

Marios Avgeris, Aris Leivadeas, Ioannis Lambadaris. 2023. « Reinforcement learning-enabled auctions for self-healing in service function chaining ». IEEE International Conference on Communications Workshops (ICC Workshops) (Rome, Italy, May 28-June 01, 2023) p. 776-781. Institute of Electrical and Electronics Engineers Inc..

Marios Avgeris, Meriem Mechennef, Aris Leivadeas, Ioannis Lambadaris. 2023. « A two-stage cooperative reinforcement learning scheme for energy-aware computational offloading ». IEEE 24th International Conference on High Performance Switching and Routing (HPSR) (Albuquerque, NM, USA, June 05-07, 2023) Institute of Electrical and Electonics Engineers Inc..

Mirna Awad, Aris Leivadeas, Abir Awad. 2023. « Multi-resource predictive workload consolidation approach in virtualized environments ». Computer Networks. vol. 237

Elie El-Rif, Arix Leivadeas, Matthias Falkner. 2023. « Intent expression through natural language processing in an enterprise network ». IEEE 24th International Conference on High Performance Switching and Routing (HPSR) (Albuquerque, NM, USA, June 05-07, 2023) Institute of Electrical and Electonics Engineers Inc..

Aris Leivadeas, Matthias Falkner. 2023. « A survey on intent based networking ». IEEE Communications Surveys and Tutorials. vol. 25 , nº 1. p. 625-655.

Aris Leivadeas, Matthias Falkner. 2023. « Autonomous network assurance in intent based networking: Vision and challenges ». 32nd International Conference on Computer Communications and Networks (ICCCN) (Honolulu, HI, USA, July 24-27, 2023) Institute of Electrical and Electronics Engineers Inc..

Aris Leivadeas, Nikolai Pitaev, Matthias Falkner. 2023. « Analyzing the performance of SD-WAN enabled service function chains across the globe with AWS ». ACM/SPEC International Conference on Performance Engineering, ICPE (Coimbra, Portugal, Apr. 15-19, 2023) p. 125-135. Association for Computing Machinery, Inc.

Angelos-Christos Maroudis, Theodoros Theodoropoulos, John Violos, Aris Leivadeas, Konstantinos Tserpes. 2023. « Leveraging graph neural networks for SLA violation prediction in cloud computing ». IEEE Transactions on Network and Service Management. (Sous presse)

Ramy Mohamed, Ioannis Lambadaris, Aris Leivadeas, John Chinneck, Todd Morris, Petar Djukic. 2023. « Automatic feasibility restoration for 5G cloud gaming ». IEEE International Conference on Communications (ICC) (Roma, Italy, May 28-June 01, 2023) p. 846-851. IEEE.

Yosra Njah, Aris Leivadeas, John Violos, Matthias Falkner. 2023. « Toward intent-based network automation for smart environments: A healthcare 4.0 use case ». IEEE Access. vol. 11 p. 136565-136576.

Georgios Stavropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas. 2023. « Enabling artificial intelligent virtual sensors in an IoT environment ». Sensors. vol. 23 , nº 3.

Fotios Voutsas, John Violos, Aris Leivadeas. 2023. « A fault detection mechanism for database management systems on mobile edge computing ». 11th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud) (Athens , Greece, July 17-20, 2023) p. 45-50. Institute of Electrical and Electronics Engineers.

Fotios Voutsas, John Violos, Aris Leivadeas. 2023. « Filtering alerts on cloud monitoring systems ». IEEE 14th International Conference on Joint Cloud Computing (JCC) (Athens , Greece, July 17-20, 2023) p. 34-37. Institute of Electrical and Electronics Engineers.

Gwladys Ornella Djuikom Foka, Razvan Stanica, Diala Naboulsi. 2023. « Handover forecasting in cellular networks: A spatio-temporal graph neural network approach ». 14th International Conference on Network of the Future (NoF) (Izmir, Turkey, Oct. 04-06, 2023) p. 80-88. Institute of Electrical and Electronics Engineers Inc..

Zakaria Abou El Houda, Diala Nabousli, Georges Kaddoum. 2023. « Advancing security and efficiency in federated learning service aggregation for wireless networks ». IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (Toronto, ON, Canada, Sept. 05-08, 2023) Institute of Electrical and Electronics Engineers Inc..

Mohamed El-Emary, Ali Ranjha, Diala Naboulsi, Razvan Stanica. 2023. « Energy-efficient task offloading and trajectory design for UAV-based MEC systems ». 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (Montreal, QC, Canada, June 21-23, 2023) p. 274-279. IEEE.

Zakaria Abou El Houda, Diala Naboulsi, Georges Kaddoum. 2023. « A privacy-preserving collaborative jamming attacks detection framework using federated learning ». IEEE Internet of Things Journal. (Sous presse)

Hnin Pann Phyu, Diala Naboulsi, Razvan Stanica. 2023. « Machine learning in network slicing - a survey ». IEEE Access. vol. 11 p. 39123-39153.

Hnin Pann Phyu, Razvan Stanica, Diala Naboulsi. 2023. « Multi-slice privacy-aware traffic forecasting at RAN level: A scalable federated-learning approach ». IEEE Transactions on Network and Service Management. vol. 20 , nº 4. p. 5038-5052.

Ali Ranjha, Diala Naboulsi, Mohamed El-Emary. 2023. « Towards facilitating URLLC in UAV-enabled MEC systems for 6G networks ». Ubiquitous Networking : 8th International Symposium, UNet 2022 (Montreal, QC, Canada, Oct. 25-27, 2022) p. 55-67. Springer Science and Business Media.

Neda Heidarzadeh, Sylvie Ratté. 2023. « 'Eye-tracking' with words for Alzheimer's disease detection: Time alignment of words enunciation with image regions during image description tasks ». Journal of Alzheimer's Disease. vol. 95 , nº 3. p. 855-868.

Veronica Segarra-Faggioni, Sylvie Ratté, Frank De Jong. 2023. « Topic modelling for automatically identification of relevant concepts discussed in academic documents ». Information Technology and Systems ICITS (Cusco, Peru, Apr. 24-26, 2023) p. 85-95. Springer Science and Business.

Sawsan Abdulrahman, Hakima Ould-Slimane, Rasel Chowdhury, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani. 2023. « Adaptive upgrade of client resources for improving the quality of federated learning model ». IEEE Internet of Things Journal. vol. 10 , nº 5. p. 4677-4687.

Muhsen Alkhalidy, Mohammad Bany Taha, Rasel Chowdhury, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi. 2023. « Vehicular edge based approach for optimizing urban data privacy ». IEEE Sensors Journal. (Sous presse)

Mohamad Arafeh, Hadi Otrok, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani. 2023. « ModularFed: Leveraging modularity in federated learning frameworks ». Internet of Things. vol. 22

Mohamad Arafeh, Hakima Ould-Slimane, Hadi Otrok, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani. 2023. « Data independent warmup scheme for non-IID federated learning ». Information Sciences. vol. 623 p. 342-360.

Saad Inshi, Rasel Chowdhury, Hakima Ould-Slimane, Chamseddine Talhi. 2023. « Secure adaptive context-aware ABE for smart environments ». IoT. vol. 4 , nº 2. p. 112-130.

Aida Meftah, Tri Nhu Do, Georges Kaddoum, Chamseddine Talhi, Satinder Singh. 2023. « Federated learning-enabled jamming detection and waveform classification for distributed tactical wireless networks ». IEEE Transactions on Network and Service Management. vol. 20 , nº 4. p. 5053-5072.

Mohammad Bany Taha, Chamseddine Talhi, Hakima Ould-Slimane, Saed Alrabaee, Kim-Kwang Raymond Choo. 2023. « A multi-objective approach based on differential evolution and deep learning algorithms for VANETs ». IEEE Transactions on Vehicular Technology. vol. 72 , nº 3. p. 3035-3050.

Omar Tahmi, Chamseddine Talhi, Yacine Challal. 2023. « Two-layer architecture for signature-based attacks detection over encrypted network traffic ». Foundations and Practice of Security : 15th International Symposium, FPS 2022 (Ottawa, ON, Canada, Dec. 12-14, 2022) p. 423-440. Springer Science and Business Media.

Mohamad Wazzeh, Mohamad Arafeh, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Hadi Otrok. 2023. « Towards cluster-based split federated learning approach for continuous user authentication ». 7th Cyber Security in Networking Conference (CSNet) (Montreal, QC, Canada, Oct. 16-18, 2023) p. 114-118. IEEE.

Mohamad Wazzeh, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Mohsen Guizani. 2023. « Privacy-preserving continuous authentication for mobile and IoT systems using warmup-based federated learning ». IEEE Network. vol. 37 , nº 3. p. 224-230.

Rafael George Amado, Kim-Khoa Nguyen, Mohamed Cheriet. 2022. « OpenFlow rule placement in carrier networks for augmented reality applications ». Proceedings of the ACM Symposium on Applied Computing (En ligne, Apr. 25-29, 2022) p. 952-959. Association for Computing Machinery.

Zhivu Chen, Jingcheng Zhao, Haohui Hong, Zhuihua Chen, Mohamed Cheriet. 2022. « Range imaging of integrated radar communication signal based on OFDM ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) p. 87-90. Institute of Electrical and Electronics Engineer.

Mohammed El-Amine Ech-Cherif, Mohamed Cheriet. 2022. « Frank-Wolfe-based multi-task learning for historical document restoration ». 26th International Conference on Pattern Recognition (ICPR) (Montreal, QC, Canada, Aug. 21-25, 2022) p. 3900-3907. Institute of Electrical and Electronics Engineers Inc..

Meriem Gagaoua, Hamza Ghilas, Abdelkamel Tari, Mohamed Cheriet. 2022. « Histogram of marked background (HMB) feature extraction method for arabic handwriting recognition ». International Journal of Image and Graphics. vol. 22 , nº 2.

Philippe Genois-Lefrançois, Thierry Lefèvre, Hassana Elzein, Mohamed Cheriet. 2022. « Sustainable innovation as a driver for socio-ecological transition ». Environmental Sciences Proceedings. vol. 15 , nº 1.

Hamza Ghilas, Meriem Gagaoua, Abdelkamel Tari, Mohamad Cheriet. 2022. « Spatial distribution of ink at keypoints (SDIK): A novel feature for word spotting in arabic documents ». International Journal of Image and Graphics. vol. 22 , nº 4.

Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « Federated deep reinforcement learning for task scheduling in heterogeneous autonomous robotic system ». IEEE Global Communications Conference, GLOBECOM (Rio de Janeiro, Brazil, Dec. 04-08, 2022) p. 1134-1139. Institute of Electrical and Electronics Engineers Inc..

Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « Game theoretic reinforcement learning framework for industrial Internet of Things ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) p. 2112-2117. Institute of Electrical and Electronics Engineers Inc..

Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « PRVNet: A novel partially-regularized variational autoencoders for massive MIMO CSI feedback ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) p. 2286-2291. Institute of Electrical and Electronics Engineers Inc..

Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « Self-supervised learning for CSI compression in FDD massive MIMO systems ». IEEE Communications Letters. vol. 26 , nº 11. p. 2641-2645.

Antoine Langevin, Marc-André Carbonneau, Mohamed Cheriet, Ghyslain Gagnon. 2022. « Energy disaggregation using variational autoencoders ». Energy and Buildings. vol. 254 12 p.

Thierry Lefèvre, Claudia Déméné, Marie-Luc Arpin, Hassana Elzein, Philippe Genois-Lefrançois, Jean-François Morin, Mohamed Cheriet. 2022. « Trends characterizing technological innovations that increase environmental pressure: A typology to support action for sustainable consumption ». Frontiers in Sustainability. vol. 3

Dan Liu, Qiuhong Zheng, Yun Shen, Peng Ding, Mohamed Cheriet. 2022. « Multi-cell MEC space partition and dynamic adjustment scheme for VR video transmission ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) p. 24-28. Institute of Electrical and Electronics Engineers.

Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « Age of processing-based data offloading for autonomous vehicles in MultiRATs Open RAN ». IEEE Transactions on Intelligent Transportation Systems. vol. 23 , nº 11. p. 21450-21464.

Chuan Pham, Duong Tan Nguyen, Kim-Khoa Nguyen, Nguyen H. Tran, Mohamed Cheriet. 2022. « Dynamic controller/switch mapping: A service oriented assignment approach ». IEEE Transactions on Parallel and Distributed Systems. vol. 33 , nº 10. p. 2482-2495.

Chuan Pham, Duong Tan Nguyen, Yosra Njah, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « Share-to-run IoT services in edge cloud computing ». IEEE Internet of Things Journal. vol. 9 , nº 1. p. 497-509.

Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « Joint optimization of UAV trajectory and task allocation for wireless sensor network based on O-RAN architecture ». ICC 2022 - IEEE International Conference on Communications (Seoul, Republic of Korea, May 16-20, 2022) p. 329-334. Institute of Electrical and Electronics Engineers Inc..

Abderrahmane Rahiche, Mohamed Cheriet. 2022. « Nonlinear orthogonal NMF on the stiefel manifold with graph-based total variation regularization ». IEEE Signal Processing Letters. vol. 29 p. 1457-1461.

Abderrahmane Rahiche, Mohamed Cheriet. 2022. « Variational bayesian orthogonal nonnegative matrix factorization over the stiefel manifold ». IEEE Transactions on Image Processing. vol. 31 p. 5543-5558.

Thinh Duy Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « Joint route selection and content caching in O-RAN architecture ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) p. 2250-2255. Institute of Electrical and Electronics Engineers Inc..

Luciano Rodrigues Viana, Mohamed Cheriet, Kim-Khoa Nguyen, Daria Marchenko, Jean-François Boucher. 2022. « Sending fewer emails will not save the planet! An approach to make environmental impacts of ICT tangible for Canadian end users ». Sustainable Production and Consumption. vol. 34 p. 453-466.

Ying Wang, Hengbin An, Junhua Ba, Peng Yu, Yining Feng, Zhen Wei, Michel Kadoch, Mohamed Cheriet. 2022. « Energy-efficient method based on dynamic topology switching and reliability in SDNs ». IEEE Transactions on Sustainable Computing. vol. 7 , nº 2. p. 427-440.

Yuying Xue, Yun Shen, Huibin Duan, Yaqi Song, Mohamed Cheriet. 2022. « Digital twin system for transformer station based on cloud-edge collaboration architecture ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) p. 111-115. Institute of Electrical and Electronics Engineers.

Yuying Xue, Shen Yun, Duan Huibin, Yaqi Song, Mohamed Cheriet. 2022. « A system and method of production line task allocation based on MEC ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) p. 156-159. Institute of Electrical and Electronics Engineers.

Hui Yang, Yu Wan, Qiuyan Yao, Bowen Bao, Chao Li, Zhengjie Sun, Jie Zhang, Mohamed Cheriet. 2022. « Anomaly prediction with hybrid supervised/unsupervised deep learning for elastic optical networks: A multi-index correlative approach ». Journal of Lightwave Technology. vol. 40 , nº 14. p. 4502-4513.

Peng Yu, Mo Yang, Ao Xiong, Yahui Ding, Wenjing Li, Xuesong Qiu, Luoming Meng, Michel Kadoch, Mohamed Cheriet. 2022. « Intelligent-Driven green resource allocation for industrial internet of things in 5G heterogeneous networks ». IEEE Transactions on Industrial Informatics. vol. 18 , nº 1. p. 520-530.

Cheng Cheng Zhang, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « Joint routing and packet scheduling for URLLC and eMBB traffic in 5G O-RAN ». ICC 2022 - IEEE International Conference on Communications (Seoul, Republic of Korea, May 16-20, 2022) p. 1900-1905. Institute of Electrical and Electronics Engineers Inc..

Shaowei Zhang, Lei Liu, Mohamed Cheriet. 2022. « Application of artificial intelligence for space-air-ground-sea integrated network ». 9th International Conference on Signal and Information Processing, Networking and Computers (ICSINC) (En ligne, Dec. 27-29, 2021) p. 88-102. Springer Science and Business Media.

Licheng Zheng, Kim Khoa Nguyen, Mohamed Cheriet. 2022. « NSATC: An interference aware framework for multi-cell NOMA TUAV airborne provisioning ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) p. 2226-2231. Institute of Electrical and Electronics Engineers Inc..

Qiuhong Zheng, Jinghan Wang, Yun Shen, Peng Ding, Mohamed Cheriet. 2022. « Blockchain based trustworthy digital twin in the internet of things ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) p. 152-155. Institute of Electrical and Electronics Engineers.

Arthur Agostini, Aude Castonguay-Henri, Sean-Philippe Viens, Jonathan Borduas, Luc Duong. 2022. « Reliability and accuracy of mobile 3D scanning technologies for the customization of respiratory face masks ». 13th 3DBODY.TECH Conference and Expo (Lugano, Switzerland, Oct. 25-26, 2022) Hometrica Consulting.

Sarah Amouri, Gerardo Tibamoso-Pedraza, Inaki Navarro-Castellanos, Marie-Josée Raboisson, Chantale Lapierre, Joaquim Miro, Luc Duong. 2022. « Characterization of blood-mimicking fluids for echocardiography imaging of ventricular septal defects ». International Journal of Computer Assisted Radiology and Surgery. vol. 17 , nº 9. p. 1601-1609.

Fariba Azizmohammadi, Iñaki Navarro Castellanos, Joaquim Miró, Paul Segars, Ehsan Samei, Luc Duong. 2022. « Generative learning approach for radiation dose reduction in X-ray guided cardiac interventions ». Medical Physics. vol. 49 , nº 6. p. 4071-4081.

Hugo Taekens, Arthur Agostini, Loïc Degueldre, Bahe Hachem, Sean-Philippe Viens, Aude Castonguay-Henri, Jonathan Borduas, Luc Duong. 2022. « Personalized fitting of respiratory mask using 3D numerical simulation and finite element analysis ». 13th 3DBODY.TECH Conference and Expo (Lugano, Switzerland, Oct. 25-26, 2022) Hometrica Consulting.

Gerardo Tibamoso-Pedraza, Sarah Amouri, Victor Molina, Inaki Navarro, Marie-Josée Raboisson, Joaquim Miro, Chantale Lapierre, Sylvie Ratté, Luc Duong. 2022. « Navigation guidance for ventricular septal defect closure in heart phantoms ». International Journal of Computer Assisted Radiology and Surgery. vol. 17 , nº 10. p. 1947-1956.

Gerardo Tibamoso-Pedraza, Iñaki Navarro, Patrice Dion, Marie-Josée Raboisson, Chantale Lapierre, Joaquim Miró, Sylvie Ratté, Luc Duong. 2022. « Design of heart phantoms for ultrasound imaging of ventricular septal defects ». International Journal of Computer Assisted Radiology and Surgery. vol. 17 , nº 1. p. 177-184.

Mousa Elrotub, Abdelouahed Gherbi. 2022. « Multi-cloud service brokers for selecting the optimal data center in cloud environment ». International Journal of Cloud Applications and Computing. vol. 12 , nº 1.

Tarik Moufakir, Mohamed Faten Zhani, Abdelouahed Gherbi, Ouns Bouachir. 2022. « Collaborative multi-domain routing in SDN environments ». Journal of Network and Systems Management. vol. 30 , nº 1. 23 p.

Hibat-Allah Ounifi, Abdelouahed Gherbi, Nadjia Kara. 2022. « Deep machine learning-based power usage effectiveness prediction for sustainable cloud infrastructures ». Sustainable Energy Technologies and Assessments. vol. 52 , nº part A.

Aamir Shahzad, Abdelouahed Gherbi, Kaiwen Zhang. 2022. « Enabling fog-blockchain computing for autonomous-vehicle-parking system: A solution to reinforce IoT-cloud platform for future smart parking ». Sensors. vol. 22 , nº 13.

Farag Almansoury, Segla Kpodjedo, Ghizlaine El Boussaidi. 2022. « Game development topics: A tag-based investigation on game development stack exchange ». Applied Sciences. vol. 12 , nº 21.

Farag Almansoury, Segla Kpodjedo, Ghizlane El Boussaidi. 2022. « Identifying community-supported technologies and software developments concepts by K-means clustering ». International Journal of Advanced Computer Science and Applications. vol. 13 , nº 6. p. 917-926.

Ikram Darid, Ghizlaine El Boussaidi, Sègla Kpodjedo. 2022. « Supporting requirements specification for a certifiable avionic safety critical system ». Affiche présentée lors de la conférence : Consortium for Software Engineering Research (CSER) spring ( Montreal, QC, Canada - En ligne, May 30, 2022 )

Ikram Darif, Cristiano Politowski, Ghizlane El Boussaidi, Segla Kpodjedo. 2022. « A domain specific language for the ARINC 653 specification ». IEEE International Symposium on Software Reliability Engineering Workshops, ISSREW (Charlotte, NC, USA, Oct. 31-Nov. 03, 2022) p. 238-245. Institute of Electrical and Electronics Engineers Inc..

Pratibha Padmanabhan, Ghizlaine El Boussaidi, Sègla Kpodjedo. 2022. « Supporting the generation of the input space model for testing a certifiable avionic safety critical system ». Affiche présentée lors de la conférence : Consortium for Software Engineering Research (CSER) spring ( Montreal, QC, Canada - En ligne, May 30, 2022 )

Namrud Zakeya, Kpodjedo Ségla, Talhi Chamseddine, Boaye Belle Alvine. 2022. « Probing AndroVul dataset for studies on Android malware classification ». Journal of King Saud University - Computer and Information Sciences. vol. 34 , nº 9. p. 6883-6894.

Marios Avgeris, Dimitrios Spatharakis, Dimitrios Dechouniotis, Aris Leivadeas, Vasileios Karyotis, Symeon Papavassiliou. 2022. « ENERDGE: Distributed energy-aware resource allocation at the edge ». Sensors. vol. 22 , nº 2.

Mirna Awad, Nadja Kara, Aris Leivadeas. 2022. « Utilization prediction-based VM consolidation approach ». Journal of Parallel and Distributed Computing. vol. 170 p. 24-38.

Sirine Bouhoula, Marios Avgeris, Aris Leivadeas, Ioannis Lambadaris. 2022. « Computational offloading for the industrial internet of things: A performance analysis ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 05-08, 2022) p. 1-6. Piscataway, NJ, USA : IEEE.

Olivier Brochu, Dimitrios Spatharakis, Dimitrios Dechouniotis, Aris Leivadeas, Symeon Papavassiliou. 2022. « Benchmarking real-time image processing for offloading at the edge ». IEEE International Mediterranean Conference on Communication and Networking (MeditCom) (Athens, Greece, Sept. 05-08, 2022) p. 90-93. IEEE.

Nicholas Dmytryk, Aris Leivadeas. 2022. « A generic preprocessing architecture for multi-modal IoT sensor data in artificial general intelligence ». Electronics. vol. 11 , nº 22.

Nicholas Dmytryk, Aris Leivadeas. 2022. « Mining news data for peripheral culture training in AGI ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 05-08, 2022) p. 66-71. Institute of Electrical and Electronics Engineers Inc..

Aroosa Hameed, John Violos, Aris Leivadeas. 2022. « A deep learning approach for IoT traffic multi-classification in a smart-city scenario ». IEEE Access. vol. 10 p. 21193-21210.

Aroosa Hameed, John Violos, Aris Leivadeas, Nina Santi, Rémy Grunblatt, Nathalie Mitton. 2022. « Towards QoS Prediction based on Temporal Transformers for IoT Applications ». IEEE Transactions on Network and Service Management. vol. 19 , nº 4. p. 4010-4027.

Ramy Mohamed, Aris Leivadeas, Ioannis Lambadaris, Todd Moris, Petar Djukic. 2022. « Fast resource allocation for virtual network functions chain placement ». International Telecommunications Conference (ITC-Egypt) (Alexandria, Egypt, July 26-28, 2022) IEEE.

Ramy Mohamed, Aris Leivadeas, Ioannis Lambadaris, Todd Morris, Petar Djukic. 2022. « Online and scalable virtual network functions chain placement for emerging 5G networks ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens , Greece, Sept. 05-08, 2022) p. 255-260. Institute of Electrical and Electronics Engineers Inc..

Yousef Rafique, Aris Leivadeas, Mohamed Ibnkahla. 2022. « An IoT-Aware VNF placement proof of concept in a hybrid edge-cloud smart city environment ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) p. 1395-1400. Institute of Electrical and Electronics Engineers Inc..

Faïçal Sawadogo, John Violos, Aroosa Hameed, Aris Leivadeas. 2022. « An unsupervised machine learning approach for IoT device categorization ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens , Greece, Sept. 05-08, 2022) p. 25-30. Piscataway, NJ, USA : IEEE.

Theodoros Theodoropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas, Konstantinos Tsepers, Theodora Varvarigou. 2022. « Intelligent proactive fault tolerance at the edge through resource usage prediction ». ITU Journal on Future and Evolving Technologies. vol. 3 , nº 3. p. 761-778.

John Violos, Theodoros Theodoropoulos, Angelos-Christos Maroudis, Aris Leivadeas, Konstantinos Tserpes. 2022. « Self-Attention based encoder-Decoder for multistep human density prediction ». Journal of Urban Mobility. vol. 2

John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora Varvarigou. 2022. « Intelligent horizontal autoscaling in edge computing using a double tower neural network ». Computer Networks. vol. 217

Xiaoang Zheng, Aris Leivadeas, Matthias Falkner. 2022. « Intent Based Networking management with conflict detection and policy resolution in an enterprise network ». Computer Networks. vol. 219

Ahmed Abdelmoaty, Ghassan Dahman, Diala Naboulsi, Gwenael Poitau, François Gagnon. 2022. « On the design of resilient and reliable wireless backhaul networks ». IEEE 95th Vehicular Technology Conference (VTC2022-Spring) (Helsinki, Finland, June 19-22, 2022) Piscataway, NJ, USA : IEEE.

Ahmed Abdelmoaty, Diala Naboulsi, Ghassan Dahman, Gwenael Poitau, François Gagnon. 2022. « Resilient topology design for wireless backhaul: A deep reinforcement learning approach ». IEEE Wireless Communications Letters. vol. 11 , nº 12. p. 2532-2536.

Zakaria Abou El Houda, Diala Nabousli, Georges Kaddoum. 2022. « Cost-efficient federated reinforcement learning- based network routing for wireless networks ». IEEE Future Networks World Forum, FNWF (Montreal, QC, Canada, Oct. 10-14, 2022) p. 243-248. Institute of Electrical and Electronics Engineers Inc..

H. P. Phyu, D. Naboulsi, R. Stanica. 2022. « Privacy-aware decentralized multi-slice traffic forecasting ». MobiSys 2022 - Proceedings of the 2022 20th Annual International Conference on Mobile Systems, Applications and Services (Portland, OR, USA, June 27-July 01, 2022) p. 537-538. Association for Computing Machinery, Inc.

Hnin Pann Phyu, Diala Naboulsi, Razvan Stanica. 2022. « Mobile traffic forecasting for network slices: A federated-learning approach ». IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (Kyoto, Japan, Sept. 12-15, 2022) p. 745-751. Institute of Electrical and Electronics Engineers Inc..

Veronica Segarra-Faggioni, Sylvie Ratté, Frank De Jong. 2022. « Semantic similarity analysis between the student's reports with the authoritative sources ». ICETC : Proceedings of the 14th International Conference on Education Technology and Computers (Barcelona, Spain, Oct. 28-30, 2022) p. 599-605. Association for Computing Machinery.

A. A. Al-daraiseh, R. Chowdhury, H. Ould-Slimane, C. Talhi, M. B. Taha. 2022. « Lightweight scheme for smart home environments using offloading technique ». International Journal of Communication Networks and Information Security. vol. 14 , nº 1. p. 11-18.

Mohamad Arafeh, Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Chamseddine Talhi, Zbignew Dziong. 2022. « Independent and Identically Distributed (IID) data assessment in federated learning ». IEEE Global Communications Conference, GLOBECOM (Rio de Janeiro, Brazil, Dec. 04-08, 2022) p. 293-298. Institute of Electrical and Electronics Engineers Inc..

Mohammad Bany Taha, Chamseddine Talhi, Hakima Ould-Slimane, Saed Alrabaee. 2022. « TD-PSO: Task distribution approach based on particle swarm optimization for vehicular ad hoc network ». Transactions on Emerging Telecommunications Technologies. vol. 33 , nº 3. 24 p.

Saad Inshi, Rasel Chowdhury, Hakima Ould-Slimane, Chamseddine Talhi. 2022. « Dynamic context-aware security in a tactical network using attribute-based encryption ». IEEE Military Communications Conference MILCOM (Rockville, MD, USA, Nov. 28-Dec. 02, 2022) p. 49-54. Institute of Electrical and Electronics Engineers Inc..

Aida Meftah, Georges Kaddoum, Tri Nhu Do, Chamseddine Talhi. 2022. « Federated learning-based jamming detection for distributed tactical wireless networks ». IEEE Military Communications Conference MILCOM (Rockville, MD, USA, Nov. 28-Dec. 02, 2022) p. 629-634. Institute of Electrical and Electronics Engineers Inc..

Zakeya Namrud, Sègla Kpodjedo, Ahmed Bali, Chamseddine Talhi. 2022. « Deep-layer clustering to identify permission usage patterns of Android app categories ». IEEE Access. vol. 10 p. 24240-24254.

Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi. 2022. « A theoretical model for block propagation analysis in bitcoin network ». IEEE Transactions on Engineering Management. vol. 69 , nº 4. p. 1459-1476.

Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi. 2022. « Performance modeling and analysis of hotstuff for blockchain consensus ». 4th International Conference on Blockchain Computing and Applications, BCCA (San Antonio, TX, USA, Sept. 05-07, 2022) p. 135-142. Institute of Electrical and Electronics Engineers Inc..

Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi. 2022. « Toward quantifying decentralization of blockchain networks with relay nodes ». Frontiers in Blockchain. vol. 5

Ashraf Tahat, Azmi Al-Zaben, Lubna Saad El-Deen, Sara Abbad, Chamseddine Talhi. 2022. « An evaluation of machine learning algorithms in an experimental structural health monitoring system incorporating LoRa IoT connectivity ». IEEE International Instrumentation and Measurement Technology Conference (I2MTC) (Ottawa, ON, Canada, May 16-19, 2022) Institute of Electrical and Electronics Engineers Inc..

Mohamed Yassin, Hakima Ould-slimane, Chamseddine Talhi, Hanifa Boucheneb. 2022. « Multi-tenant intrusion detection framework as a service for SaaS ». IEEE Transactions on Services Computing. vol. 15 , nº 5. p. 2925-2938.

Darine Ameyed, Fehmi Jaafar, Francis Charette-Migneault, Mohamed Cheriet. 2021. « Blockchain based model for consent management and data transparency assurance ». 21st IEEE International Conference on Software Quality, Reliability and Security (QRS) (Hainan, China, Dec. 06-10, 2021) p. 1050-1059. Institute of Electrical and Electonics Engineers.

Mourad Belhadj, Foudil Cherif, Mohamed Cheriet. 2021. « NMF-DCA: An efficient dendritic cell algorithm based on non-negative matrix factorization ». International Journal of Computing and Digital Systems. vol. 10 , nº 1. p. 575-583.

Xiuhua Fu, Tian Ding, Rongqun Peng, Cong Liu, Mohamed Cheriet. 2021. « Joint UAV channel modeling and power control for 5G IoT networks ». Eurasip Journal on Wireless Communications and Networking. vol. 2021 , nº 1.

Mohammadmahdi Ghorbani, Fereydoun Farrahi Moghaddam, Mengyuan Zhang, Makan Pourzandi, Kim Khoa Nguyen, Mohamed Cheriet. 2021. « DistAppGaurd: Distributed application behaviour profiling in cloud-based environment ». ACSAC: Annual Computer Security Applications Conference (En ligne, Dec. 06-10, 2021) p. 837-848. Association for Computing Machinery.

Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2021. « Energy-aware Control of UAV-based Wireless Service Provisioning ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc..

Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2021. « UAV control for wireless service provisioning in critical demand areas: A deep reinforcement learning approach ». IEEE Transactions on Vehicular Technology. vol. 70 , nº 7. p. 7138-7152.

Tai Manh Ho, Ti Ti Nguyen, Kim-Khoa Nguyen, Mohamed Cheriet. 2021. « Deep reinforcement learning for URLLC in 5G mission-critical cloud robotic application ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc..

Mostafa Hussien, Mohammed F. A. Ahmed, Ghassan Dahman, Kim Khoa Nguyen, Mohamed Cheriet, Gwenael Poitau. 2021. « Towards more reliable deep learning-based link adaptation for WiFi 6 ». IEEE International Conference on Communications (ICC) (En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers.

Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2021. « Fault-tolerant 1-bit representation for distributed inference tasks in wireless IoT ». 17th International Conference on Network and Service Management (CNSM) (Izmir, Turkey, Oct. 25-29, 2021) p. 427-431. Institute of Electrical and Electronics Engineers Inc..

Fehmi Jaafar, Darine Ameyed, Amine Barrak, Mohamed Cheriet. 2021. « Identification of compromised IoT devices: Combined approach based on energy consumption and network traffic analysis ». 21st IEEE International Conference on Software Quality, Reliability and Security (QRS) (Hainan, China, Dec. 06-10, 2021) p. 514-523. Institute of Electrical and Electonics Engineers.

Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2021. « Efficient routing using flexible ethernet in multi-layer multi-domain networks ». Journal of Lightwave Technology. vol. 39 , nº 7. p. 1925-1936.

Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2021. « Flexible ethernet traffic restoration in multi-layer multi-domain networks ». IEEE International Conference on Communications (ICC) (En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers.

Xu Liu, Abdelouahed Gherbi, Wubin Li, Zhenzhou Wei, Mohamed Cheriet. 2021. « TaijiGNN: A new cycle-consistent generative neural network for high-quality bidirectional transformation between RGB and multispectral domains ». Sensors. vol. 21 , nº 16.

Xu Liu, Abdelouahed Gherbi, Zhenzhou Wei, Wubin Li, Mohamed Cheriet. 2021. « Multispectral image reconstruction from color images using enhanced variational autoencoder and generative adversarial network ». IEEE Access. vol. 9 p. 1666-1679.

Fatma Mtibaa, Kim Khoa Nguyen, Vasken Dermardiros, Mohamed Cheriet. 2021. « Online genetic-algorithm-based model predictive control framework for multi-zone buildings ». European Control Conference (ECC) (Delft, Netherlands, June 29-July 02, 2021) p. 1011-1017. Institute of Electrical and Electronics Engineers Inc..

Fatma Mtibaa, Kim-Khoa Nguyen, Vasken Dermardiros, Mohamed Cheriet. 2021. « Context-aware model predictive control framework for multi-zone buildings ». Journal of Building Engineering. vol. 42 13 p.

Yosra Njah, Mohamed Cheriet. 2021. « Parallel route optimization and service assurance in energy-efficient software-defined industrial IoT networks ». IEEE Access. vol. 9 p. 24682-24696.

Chuan Pham, Duong Tuan Nguyen, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2021. « Optimized IoT service chain implementation in edge cloud platform: A deep learning framework ». IEEE Transactions on Network and Service Management. vol. 18 , nº 1. p. 538-551.

Abderrahmane Rahiche, Mohamed Cheriet. 2021. « Blind decomposition of multispectral document images using orthogonal nonnegative matrix factorization ». IEEE Transactions on Image Processing. vol. 30 p. 5997-6012.

Abderrahmane Rahiche, Mohamed Cheriet. 2021. « Kernel orthogonal nonnegative matrix factorization: Application to multispectral document image decomposition ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, ON, Canada - En ligne, June 06-11, 2021) p. 3275-3279. Institute of Electrical and Electronics Engineers.

Arash Samari, Andrew Piper, Alison Hedley, Mohamed Cheriet. 2021. « Weakly supervised bounding box extraction for unlabeled data in table detection ». Pattern Recognition. ICPR International Workshops and Challenges, Virtual Event, January 10-15, 2021, Proceedings, Part VII (Milan, Italy, Jan. 10-15, 2021) p. 339-352. Cham, Switzerland : Springer International Publishing.

Mehrzad Shahinmoghadam, Ali Motamedi, Mohamad Cheriet. 2021. « Applying machine learning and digital twinning for the live assessment of thermal comfort in buildings ». Proceedings of the 38th International Conference of CIB W78 (Luxembourg, Oct. 13-15, 2021) p. 713-722.

Zhaoyuan Shi, Xianzhong Xie, Huabing Lu, Helin Yang, Michel Kadoch, Mohamed Cheriet. 2021. « Deep reinforcement learning based spectrum resource management for industrial Internet of Things ». IEEE Internet of Things Journal. vol. 8 , nº 5. p. 3476-3489.

Milad Omrani Tamrin, Mohamed Cheriet. 2021. « Simultaneous detection of regular patterns in ancient manuscripts using GAN-Based deep unsupervised segmentation ». Pattern Recognition. ICPR International Workshops and Challenges, Virtual Event, January 10-15, 2021, Proceedings, Part VII (Milan, Italy, Jan. 10-15, 2021) p. 279-291. Cham, Switzerland : Springer International Publishing.

Milad Omrani Tamrin, Mohammed El-Amine Ech-Cherif, Mohamed Cheriet. 2021. « A two-stage unsupervised deep learning framework for degradation removal in ancient documents ». Pattern Recognition. ICPR International Workshops and Challenges, Virtual Event, January 10-15, 2021, Proceedings, Part VII (Milan, Italy, Jan. 10-15, 2021) p. 292-303. Cham, Switzerland : Springer International Publishing.

Ying Wang, Leyi Zhang, Peng Yu, Ke Chen, Xuesong Qiu, Luoming Meng, Michel Kadoch, Mohamed Cheriet. 2021. « Reliability-oriented and resource-efficient service function chain construction and backup ». IEEE Transactions on Network and Service Management. vol. 18 , nº 1. p. 240-257.

Xin Xie, Tiancheng Wan, Bin Wang, Tijian Cai, Ao Yu, Mohamed Cheriet, Fengping Hu. 2021. « Improved intelligent image segmentation algorithm for mechanical sensors in industrial IoT: A joint learning approach ». Electronics. vol. 10 , nº 4. 14 p.

Hui Yang, Ao Yu, Jie Zhang, Jingwen Nan, Bowen Bao, Qiuyan Yao, Mohamed Cheriet. 2021. « Data-driven network slicing from core to RAN for 5G broadcasting services ». IEEE Transactions on Broadcasting. vol. 67 , nº 1. p. 23-32.

Hui Yang, Kaixuan Zhan, Bowen Bao, Qiuyan Yao, Jie Zhang, Mohamed Cheriet. 2021. « Automatic guarantee scheme for intent-driven network slicing and reconfiguration ». Journal of Network and Computer Applications. vol. 190 13 p.

Qiuyan Yao, Hui Yang, Bowen Bao, Ao Yu, Jie Zhang, Mohamed Cheriet. 2021. « Core and spectrum allocation based on association rules mining in spectrally and spatially elastic optical networks ». IEEE Transactions on Communications. vol. 69 , nº 8. p. 5299-5311.

Ao Yu, Hui Yang, Kim Khoa Nguyen, Jie Zhang, Mohamed Cheriet. 2021. « Burst traffic scheduling for hybrid E/O switching DCN: An error feedback spiking neural network approach ». IEEE Transactions on Network and Service Management. vol. 18 , nº 1. p. 882-893.

Ao Yu, Qingkai Yang, Lihua Dou, Mohamed Cheriet. 2021. « Federated imitation learning: A cross-domain knowledge sharing framework for traffic scheduling in 6G ubiquitous IoT ». IEEE Network. vol. 35 , nº 5. p. 136-142.

Cheng Cheng Zhang, Kim Khoa Nguyen, Mohamed Cheriet. 2021. « Routing and packet scheduling for virtualized disaggregate functions in 5G O-RAN fronthaul ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc..

Atefeh Abdolmanafi, Luc Duong, Ragui Ibrahim, Nagib Dahdah. 2021. « A deep learning-based model for characterization of atherosclerotic plaque in coronary arteries using optical coherence tomography images ». Medical Physics. vol. 48 , nº 7. 15 p. p. 3511-3524.

Atefeh Abdolmanafi, Luc Duong, Ragui Ibrahim, Nagib Dahdah. 2021. « Intravascular imaging of coronary artery: Bridging the gap between clinical needs and technical advances ». Medical Engineering and Physics. vol. 96 p. 71-80.

Eddie Magnide, Georges Wona Tchaha, Julie Joncas, Christian Bellefleur, Soraya Barchi, Marjolaine Roy-Beaudry, Stefan Parent, Guy Grimard, Hubert Labelle, Luc Duong. 2021. « Automatic bone maturity grading from EOS radiographs in Adolescent Idiopathic Scoliosis ». Computers in Biology and Medicine. vol. 136 7 p.

Renzo Phellan, Bahe Hachem, Julien Clin, Jean-Marc Mac-Thiong, Luc Duong. 2021. « Real-time biomechanics using the finite element method and machine learning: Review and perspective ». Medical Physics. vol. 48 , nº 1. p. 7-18.

Mousa Elrotub, Ahmed Bali, Abdelouahed Gherbi. 2021. « Sharing VM resources with using prediction of future user requests for an efficient load balancing in cloud computing environment ». International Journal of Software Science and Computational Intelligence. vol. 13 , nº 2. p. 37-64.

Aamir Shahzad, Kaiwen Zhang, Abdelouahed Gherbi. 2021. « Privacy-preserving smart grid traceability using blockchain over IoT connectivity ». 36th Annual ACM Symposium on Applied Computing, SAC 2021 (Korea, Republic of, Mar. 22-26, 2021) p. 699-706. Association for Computing Machinery.

Chaima Chekhaba, Hocine Rebatchi, Ghizlane El Boussaidi, Naouel Moha, Sègla Kpodjedo. 2021. « Coach: classification-based architectural patterns detection in Android apps ». Proceedings of the 36th Annual ACM Symposium on Applied Computing (Republic of Korea, Mar. 22-26, 2021) p. 1429–1438. Association for Computing Machinery.

Zakeya Namrud, Sègla Kpodjedo, Chamseddine Talhi, Ahmed Bali, Alvine Boaye Belle. 2021. « Deep learning based android anomaly detection using a combination of vulnerabilities dataset ». Applied Sciences. vol. 11 , nº 16. 18 p.

Ismael Alshiab, Aris Leivadeas, Mohamed Ibnkahla. 2021. « Virtual sensing networks and dynamic RPL-based routing for IoT sensing services ». IEEE International Conference on Communications (ICC) (Montreal, QC, Canada - En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers.

Aroosa Hameed, John Violos, Nina Santi, Aris Leivadeas, Nathalie Mitton. 2021. « A machine learning regression approach for throughput estimation in an iot environment ». 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cyberma, 6-8 De (Melbourne, Australia, Dec. 06-08, 2021) p. 29-36. Piscataway, NJ, USA : IEEE.

Laaziz Lahlou, Arol Gbeto Fia, Nadjia Kara, Aris Leivadeas. 2021. « VAPNIC: A VersAtile shortest path-free VNF Placement using a divide-and-coNquer tactIC ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) IEEE.

Aris Leivadeas, Matthias Falkner. 2021. « VNF placement problem: A multi-tenant intent-based networking approach ». 24th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN) (Paris, France, Mar. 01-04, 2021) p. 143-150. IEEE.

Firdose Saeik, Marios Avgeris, Dimitrios Spatharakis, Nina Santi, Dimitrios Dechouniotis, John Violos, Aris Leivadeas, Nikolaos Athanasopoulos, Nathalie Mitton, Symeon Papavassiliou. 2021. « Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions ». Computer Networks. vol. 195 26 p.

Firdose Saeik, John Violos, Aris Leivadeas, Marios Avgeris, Dimitrios Spatharakis, Dimitrios Dechouniotis. 2021. « User association and behavioral characterization during task offloading at the edge ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 07-10, 2021) p. 70-75. Institute of Electrical and Electronics Engineers Inc..

Nina Santi, Remy Grunblatt, Brandon Foubert, Aroosa Hameed, John Violos, Aris Leivadeas, Nathalie Mitton. 2021. « Automated and reproducible application traces generation for IoT applications ». Q2SWinet 2021 - Proceedings of the 17th ACM Symposium on QoS and Security for Wireless and Mobile Networks (Alicante, Spain - En ligne, Nov. 22-26, 2021) p. 17-24. Association for Computing Machinery Inc.

Stylianos Tsanakas, Aroosa Hameed, John Violos, Aris Leivadeas. 2021. « An innovative neuro-genetic algorithm and geometric loss function for mobility prediction ». MobiWac 2021 - Proceedings of the 19th ACM International Symposium on Mobility Management and Wireless Access (Alicante, Spain, Nov. 22-26, 2021) p. 25-32. Association for Computing Machinery Inc.

Sandra Nguemmegne Tumchou, Aris Leivadeas, Matthias Falkner, Nikolai Pitaev. 2021. « Impact of CPU and memory resource allocation in a multi-feature VNF deployment ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 07-10, 2021) p. 228-233. Institute of Electrical and Electronics Engineers Inc..

John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora Varvarigou. 2021. « Hypertuning GRU Neural Networks for Edge Resource Usage Prediction ». IEEE Symposium on Computers and Communications (ISCC) (Athens , Greece, Sept. 05-08, 2021) Institute of Electrical and Electronics Engineers Inc..

Xiaoang Zheng, Aris Leivadeas. 2021. « Network assurance in intent-based networking data centers with machine learning techniques ». 17th International Conference on Network and Service Management (CNSM) (Izmir, Turkey, Oct. 25-29, 2021) p. 14-20. Institute of Electrical and Electronics Engineers Inc..

Mohammad Abu Lebdeh, Diala Naboulsi, Roch Glitho, Constant Wette Tchouati. 2021-06-08. « A method for VNF Managers Placement In Large-Scale And Distributed NFV Systems ».

Nattakorn Promwongsa, Amin Ebrahimzadeh, Diala Naboulsi, Somayeh Kianpisheh, Fatna Belqasmi, Roch Glitho, Noel Crespi, Omar Alfandi. 2021. « A comprehensive survey of the tactile internet: State-of-the-art and research directions ». IEEE Communications Surveys and Tutorials. vol. 23 , nº 1. p. 472-523.

Bashar B. A. Abdallah, Ammar A. A. Abdallah, Sylvie S. R. Ratte. 2021. « Detecting depression in Alzheimer and MCI using artificial neural networks (ANN) ». 3rd International Conference on Data Science, E-Learning and Information Systems (DATA) (Petra, Jordan, Apr. 05-07, 2021) p. 250-253. Association for Computing Machinery.

Bashar Abdallah-Qasaimeh, Sylvie Ratté. 2021. « Detecting depression in Alzheimer’s disease and MCI by speech analysis ». Journal of Theoretical and Applied Information Technology. vol. 99 , nº 5. p. 1162-1171.

Frédéric Abiven, Sylvie Ratté. 2021. « Multilingual automation of transcript preprocessing in Alzheimer's disease detection ». Alzheimer's and Dementia: Translational Research and Clinical Interventions. vol. 7 , nº 1.

Sawsan AbdulRahman, Hanine Tout, Azzam Mourad, Chamseddine Talhi. 2021. « FedMCCS: multicriteria client selection model for optimal IoT federated learning ». IEEE Internet of Things Journal. vol. 8 , nº 6. p. 4723-4735.

Sawsan Abdulrahman, Hanine Tout, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani. 2021. « A survey on federated learning: The journey from centralized to distributed on-site learning and beyond ». IEEE Internet of Things Journal. vol. 8 , nº 7. p. 5476-5497.

Mohamed Ali Ayed, Chamseddine Talhi. 2021. « Federated learning for anomaly-based intrusion detection ». International Symposium on Networks, Computers and Communications (ISNCC) (Dubai, UAE, Oct. 31-Nov. 02, 2021) Institute of Electrical and Electronics Engineers Inc..

Hanine Tout, Azzam Mourad, Nadjia Kara, Chamseddine Talhi. 2021. « Multi-persona mobility: Joint cost-effective and resource-aware mobile-edge computation offloading ». IEEE/ACM Transactions on Networking. vol. 29 , nº 3. p. 1408-1421.

Maroua Ben Attia, Kim Khoa Nguyen, Mohamed Cheriet. 2020. « Dynamic QoS-aware scheduling for concurrent traffic in smart home ». IEEE Internet of Things Journal. vol. 7 , nº 6. p. 5412-5425.

Abdolkhalegh Bayati, Kim-Khoa Nguyen, Mohamed Cheriet. 2020. « Gaussian process regression ensemble model for network traffic prediction ». IEEE Access. vol. 8 p. 176540-176554.

Andre Luis Costa Carvalho, Darine Ameyed, Mohamed Cheriet. 2020. « Ensemble learning for heterogeneous missing data imputation ». Big Data – BigData 2020 : 9th International Conference, Held as Part of the Services Conference Federation, SCF 2020 : Proceedings (Honolulu, Hawaii, USA, Sept. 18-20, 2020) p. 127-143. Springer Science and Business Media Deutschland GmbH.

Xiuhua Fu, Tian Ding, Michel Kadoch, Mohamed Cheriet. 2020. « Uplink performance analysis of UAV cellular communications with power control ». 16th IEEE International Wireless Communications and Mobile Computing (IWCMC) (Limassol, Cyprus, June 15-19, 2020) p. 676-679. IEEE.

Mohammad Mahdi Ghorbani, Fereydoun Farrahi Moghaddam, Mengyuan Zhang, Makan Pourzandi, Kim Khoa Nguyen, Mohamed Cheriet. 2020. « Malchain: Virtual application behaviour profiling by aggregated microservice data exchange graph ». 12th IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (Bangkok, Thailand, Dec. 14-17, 2020) p. 41-48. IEEE Computer Society.

Lin Guan, Hui Yang, Bowen Bao, Ao Yu, Jun Li, Mohamed Cheriet. 2020. « Throughput-oriented power allocation scheme based on convex optimization for cache-enabled fiwi access network in 5G IoT scenario ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) p. 1043-1046. IEEE.

Behdad Heidarpour, Zbigniew Dziong, Wing Cheong Lau, Kim Khoa Nguyen, Mohamed Cheriet. 2020. « Application-oriented free data in cellular networks ». IEEE Access. vol. 8 p. 71173-71188.

Qian Huang, Xianzhong Xie, Mohamed Cheriet. 2020. « Reinforcement learning-based hybrid spectrum resource allocation scheme for the high load of URLLC services ». Eurasip Journal on Wireless Communications and Networking. vol. 2020 , nº 1.

Senyuan Ji, Houqun Yang, Liang Gong, Zhongzhao Li, Michel Kadoch, Mohamed Cheriet. 2020. « Airport network traffic prediction in 5G scenarios: A deep learning approach ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers.

Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2020. « Hierarchical path computation with flexible ethernet in multi-layer multi-domain networks ». IEEE Symposium on Computers and Communications (ISCC) (Rennes, France, July 07-10, 2020) p. 314-319. Institute of Electrical and Electronics Engineers Inc..

Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2020. « Joint optimization of routing and flexible ethernet assignment in multi-layer multi-domain networks ». 29th International Conference on Computer Communications and Networks (ICCCN) (Honolulu, HI, USA, Aug. 03-06, 2020) Institute of Electrical and Electronics Engineers Inc..

Antoine Langevin, Ghyslain Gagnon, Mohamed Cheriet. 2020. « Crosstalk suppression in semi-intrusive load monitoring systems using hall effect sensors ». IEEE Transactions on Smart Grid. vol. 11 , nº 6. p. 5019-5027.

Qiang Liu, Songlin Sun, Liang Gong, Zhongle Wu, Mohamed Cheriet, Michel Kadoch. 2020. « Remote healthcare monitoring system for aging population based on IoT and big data analysis ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers.

Xu Liu, Hibat‑Allah Ounifi, Abdelouahe Gherbi, Wubin Li, Mohamed Cheriet. 2020. « A hybrid GPU-FPGA based design methodology for enhancing machine learning applications performance ». Journal of Ambient Intelligence and Humanized Computing. vol. 11 , nº 6. p. 2309-2323.

Huabing Lu, Xianzhong Xie, Zhaoyuan Shi, Michel Kadoch, Mohamed Cheriet, Jun Cai. 2020. « Outage probability of CDF-based scheduling for uplink NOMA with practical SIC considerations ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) p. 1031-1036. IEEE.

Fatma Mtibaa, Kim-Khoa Nguyen, Muhammad Azam, Anastasios Papachristou, Jean-Simon Venne, Mohamed Cheriet. 2020. « LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings ». Neural Computing and Applications. vol. 32 , nº 23. p. 17569-17585.

Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2020. « Placement and Chaining for Run-time IoT Service Deployment in Edge-Cloud ». IEEE Transactions on Network and Service Management. vol. 17 , nº 1. p. 459-472.

Yosra Njah, Chuan Pham, Mohamed Cheriet. 2020. « Service and resource aware flow management scheme for an SDN-Based smart digital campus environment ». IEEE Access. vol. 8 p. 119635-119653.

Rongqun Peng, Yingxi Lou, Michel Kadoch, Mohamed Cheriet. 2020. « A human-guided machine learning approach for 5G smart tourism IoT ». Electronics. vol. 9 , nº 6. 14 p.

Chuan Pham, Duong Tuan Nguyen, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2020. « Learning framework for IoT services chain implementation in edge cloud platform ». IEEE International Conference on Communications (ICC) (Dublin, Ireland, June 07-11, 2020) IEEE.

Abderrahmane Rahiche, Mohamed Cheriet. 2020. « Forgery detection in hyperspectral document images using graph orthogonal nonnegative matrix factorization ». IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Seattle, WA, USA, June 14-19, 2020) p. 2823-2831. Piscataway, NJ, USA : IEEE.

Abderrahmane Rahiche, Rachid Hedjam, Somaya Al-maadeed, Mohamed Cheriet. 2020. « Historical documents dating using multispectral imaging and ordinal classification ». Journal of Cultural Heritage. vol. 45 p. 71-80.

Jananjoy Rajkumar, Pham Chuan, Kim Khoa Nguyen, Mohamed Cheriet. 2020. « Optimization of application deployment delay with efficient task scheduling in cloud-based smart home platform ». Zooming Innovation in Consumer Technologies Conference (ZINC) (Novi Sad, Serbia, May 26-27, 2020) p. 67-72. Piscataway, NJ, USA : IEEE.

Diya Ran, Zhixiang Yang, Lei Feng, Wenjing Li, Qingha Ou, Mohamed Cheriet. 2020. « Optimizing global channel matching for multi-hop uplink NOMA-assisted Cellular IoT with cooperative relay ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) p. 1806-1811. IEEE.

Njakarison Menja Randriamasinoro, Kim Khoa Nguyen, Mohamed Cheriet. 2020. « A Non-Cooperative transportation game to optimize resource allocation in edge-cloud environment ». International Symposium on Networks, Computers and Communications (ISNCC) (Montreal, QC, Canada, Oct. 20-22, 2020) IEEE.

Ana Carolina Riekstin, Antoine Langevin, Thomas Dandres, Ghyslain Gagnon, Mohamed Cheriet. 2020. « Time Series-Based GHG Emissions Prediction for Smart Homes ». IEEE Transactions on Sustainable Computing. vol. 5 , nº 1. p. 134-146.

Meriem Amina Si Saber, Mehdi Ghorbani, Abdolkhalegh Bayati, Kim-Khoa Nguyen, Mohamed Cheriet. 2020. « Online data center traffic classification based on inter-flow correlations ». IEEE Access. vol. 8 p. 60401-60416.

Yaser Esmaeili Salehani, Ehsan Arabnejad, Abderrahmane Rahiche, Athmane Bakhta, Mohamed Cheriet. 2020. « MSdB-NMF: multispectral document image binarization framework via non-negative matrix factorization approach ». IEEE Transactions on Image Processing. vol. 29 , nº 1. p. 9099-9112.

Fangning Shi, Xiaojun Jing, Yuan He, Michel Kadoch, Mohamed Cheriet. 2020. « Classification model of wireless signals based on higher-order statistics ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers.

Zhaoyuan Shi, Xianzhong Xie, Michel Kadoch, Mohamed Cheriet. 2020. « A spectrum resource sharing algorithm for IoT networks based on reinforcement learning ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) p. 1019-1024. IEEE.

Shiyuan Tong, Yun Liu, Mohamed Cheriet, Michel Kadoch, Bo Shen. 2020. « UCAA: User-centric user association and resource allocation in fog computing networks ». IEEE Access. vol. 8 p. 10671-10685.

Julien Walzberg, Thomas Dandres, Nicolas Merveille, Mohamed Cheriet, Rejean Samson. 2020. « Should we fear the rebound effect in smart homes? ». Renewable and Sustainable Energy Reviews. vol. 125 12 p.

Xueshu Wang, Xiaojun Jing, Hai Huang, Yuanhao Cui, Michel Kadoch, Mohamed Cheriet. 2020. « Artifacts reduction GAN for enhancing quality of compressed panoramic video ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) IEEE.

Shihao Xu, Zhenjiang Zhang, Michel Kadoch, Mohamed Cheriet. 2020. « A collaborative cloud-edge computing framework in distributed neural network ». Eurasip Journal on Wireless Communications and Networking. vol. 2020 17 p.

Hui Yang, Kaixuan Zhan, Michel Kadoch, Yongshen Liang, Mohamed Cheriet. 2020. « BLCS: Brain-like distributed control security in cyber physical systems ». IEEE Network. vol. 34 , nº 3. p. 8-15.

Zhixiang Yang, Lei Feng, Zhengwei Chang, Jizhao Lu, Rongke Liu, Michel Kadoch, Mohamed Cheriet. 2020. « Prioritized uplink resource allocation in smart grid backscatter communication networks via deep reinforcement learning ». Electronics. vol. 9 , nº 4. 16 p.

Ao Yu, M. Kadoch, H. Yang, Mohamed Cheriet. 2020. « Data driven network slicing from core to RAN for 5G broadcasting services ». IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) (Victoria, BC, Canada, Nov. 16-18, 2020) Institute of Electrical and Electronics Engineers Inc..

Ao Yu, Baoguo Yu, Hui Yang, Qiuyan Yao, Jie Zhang, Mohamed Cheriet. 2020. « Deep reinforcement learning based time synchronization routing optimization for C-RoFN in beyond 5G ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) p. 865-867. IEEE.

Peng Yu, Fanqin Zhou, Xiang Zhang, Xuesong Qiu, Michel Kadoch, Mohamed Cheriet. 2020. « Deep learning-based resource allocation for 5G broadband TV service ». IEEE Transactions on Broadcasting. vol. 66 , nº 4. p. 800-813.

Cheng Cheng Zhang, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet. 2020. « Routing and packet scheduling in LoRaWANs-EPC integration network ». IEEE Global Communications Conference GLOBECOM 2020 - Proceedings (Taipei, Taiwan, Dec. 07-11, 2020) IEEE.

Jinmeng Zhang, Renlong Zhang, Tao Hong, Michel Kadoch, Mohamed Cheriet, Xianzhi Lu, Kaijun Guo. 2020. « Research on plant disease diagnosis technology based on OpenCV technology ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers.

Yangan Zhang, Guichen Chen, Hang Du, Xueguang Yuan, Michel Kadoch, Mohamed Cheriet. 2020. « Real-time remote health monitoring system driven by 5G MEC-IoT ». Electronics. vol. 9 , nº 11. 17 p.

Jingcheng Zhao, Xu Chao, Zhengwei Chang, Mohamed Cheriet, Michel Kadoch, Rongke Liu, Jizhao Lu, Yuandong Liu, Tao Hong. 2020. « Design of Environmental backscatter tag antenna for 5G Internet of things ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers.

Quan Zhou, Xiaojun Jing, Yuan He, Yuanhao Cui, Michel Kadoch, Mohamed Cheriet. 2020. « LSTM-based automatic modulation classification ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) IEEE.

Atefeh Abdolmanafi, Farida Cheriet, Luc Duong, Ragui Ibrahim, Nagib Dahdah. 2020. « An automatic diagnostic system of coronary artery lesions in Kawasaki disease using intravascular optical coherence tomography imaging ». Journal of Biophotonics. vol. 13 , nº 1. 16 p.

Colin Decourt, Luc Duong. 2020. « Semi-supervised generative adversarial networks for the segmentation of the left ventricle in pediatric MRI ». Computers in Biology and Medicine. vol. 123 10 p.

Edgar Garcia-Cano, Fernando Arambula Cosio, Fabian Torres Robles, Zian Fanti, Christian Bellefleur, Julie Joncas, Hubert Labelle, Luc Duong. 2020. « A freehand ultrasound framework for spine assessment in 3D: A preliminary study ». 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC) (Montreal, QC, Canada, July 20-24, 2020) p. 2096-2100. Institute of Electrical and Electronics Engineers Inc..

Houda Kaddioui, Luc Duong, Julie Joncas, Christian Bellefleur, Imad Nahle, Olivier Chémaly, Marie-Lyne Nault, Stefan Parent, Guy Grimard, Hubert Labelle. 2020. « Convolutional neural networks for automatic risser stage assessment ». Radiology: Artificial Intelligence. vol. 2 , nº 3.

Abdelouahed Gherbi, Wahab Hamou-Lhadj, Ahmed Bali. 2020. « SAM '20 : proceedings of the 12th System Analysis and Modelling Conference ». New York, NY, United States : Association for Computing Machinery.

Ahmed Bali, Mahmud Al-Osta, Soufiene Ben Dahsen, Abdelouahed Gherbi. 2020. « Rule based auto-scalability of IoT services for efficient edge device resource utilization ». Journal of Ambient Intelligence and Humanized Computing. vol. 11 p. 5895-5912.

Elshrif Elmurngi, Abdelouahed Gherbi. 2020. « Building sentiment analysis model and compute reputation scores in e-commerce environment using machine learning techniques ». International Journal of Organizational and Collective Intelligence. vol. 10 , nº 1. p. 32-62.

Aamir Shahzad, Kaiwen Zhang, Abdelouahed Gherbi. 2020. « Intuitive development to examine collaborative iot supply chain system underlying privacy and security levels and perspective powering through proactive blockchain ». Sensors. vol. 20 , nº 13. p. 1-27.

Farag Almansoury, Sègla Kpodjedo, Ghizlane El Boussaidi. 2020. « Investigating Web3D topics on StackOverflow: a preliminary study of WebGL and Three.js ». The 25th International Conference on 3D Web Technology (Seoul, Korea, Nov. 09-13, 2020) Association for Computing Machinery.

Zakeya Namrud, Sègla Kpodjedo, Chamseddine Talhi. 2020. « AndroVul: A repository for android security vulnerabilities ». CASCON '19: Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering (Toronto, ON, Canada, Nov. 04-06, 2019) p. 64-71. Center for Advanced Studies on Collaborative Research.

Nikolaos Athanasopoulos, Dimitris Dechouniotis, Raphael Jungers, Aris Leivadeas, Nathalie Mitton, Symeon Papavassiliou. 2020. « Control co-design and resource allocation in edge computing and dynamic networks: A tutorial ». Communication lors de la conférence : European Control Conference (ECC) ( Saint-Petersburg, Russia, May 12-15, 2020 )

Dimitrios Dechouniotis, Nikolaos Athanasopoulos, Aris Leivadeas, Nathalie Mitton, Raphael M. Jungers, Symeon Papavassiliou. 2020. « Edge computing resource allocation for dynamic networks: The DRUID-NET vision and perspective ». Sensors. vol. 20 , nº 8. 18 p.

Nicholas Dmytryk, Aris Leivadeas. 2020. « A data-driven learning system based on natural intelligence for an IoT virtual assistant ». IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (Pisa, Italy, Sept. 14-16, 2020) Piscataway, NJ, USA : IEEE.

Asma Ben Hamed, Aris Leivadeas, Matthias Falkner, Nikolai Pitaev. 2020. « VNF chaining performance characterization under multi-feature and oversubscription using SR-IOV ». Informatics. vol. 7 , nº 3. 22 p.

Aroosa Hameed, Aris Leivadeas. 2020. « IoT traffic multi-classification using network and statistical features in a smart environment ». IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (Pisa, Italia, Sept. 14-16, 2000) Piscataway, NJ, USA : IEEE.

Aris Leivadeas. 2020. « From IoT to cloud: An end-to-end virtualization approach ». 18th European Control Conference (ECC) (Saint Petersburg, Russia, May 12-15, 2020) p. 1554-1557. Institute of Electrical and Electronics Engineers Inc..

Aris Leivadeas, Matthias Falkner, Nikolai Pitaev. 2020. « Analyzing service chaining of virtualized network functions with SR-IOV ». 21st IEEE International Conference on High Performance Switching and Routing (HPSR) (Newark, NJ, USA, May 11-14, 2020) IEEE Computer Society.

Ruth Reátegui, Sylvie Ratté, Estefanía Bautista-Valarezo, J. F. Beltran-Valdivieso. 2020. « A network-based analysis of medical information extracted from electronic medical records ». XLVI Latin American Computing Conference (CLEI) (Loja, Ecuador, Oct. 19-23, 2020) p. 10-19. Piscataway, NJ, USA : IEEE.

Veronica Segarra-Faggioni, Sylvie Ratté. 2020. « Computer-based classification of student's report ». 12th International Conference on Education Technology and Computers (ICETC) (London, UK, Oct. 23-26, 2020) p. 33-36. Association for Computing Machinery.

Wiem Badreddine, Zhang Kaiwen, Chamseddine Talhi. 2020. « Monetization using blockchains for IoT data marketplace ». IEEE International Conference on Blockchain and Cryptocurrency (ICBC) (Toronto, ON, Canada, May 02-06, 2020) Piscataway, NJ, USA : IEEE.

Mohammad Bany Taha, Hakima Ould-Slimane, Chamseddine Talhi. 2020. « Smart offloading technique for CP-ABE encryption schemes in constrained devices ». SN Applied Sciences. vol. 2 , nº 2.

Rasel Chowdhury, Chamseddine Talhi, Hakima Ould-Slimane, Azzam Mourad. 2020. « A framework for automated monitoring and orchestration of cloud-native applications ». International Symposium on Networks, Computers and Communications (ISNCC) (Montréal, QC, Canada, Oct. 20-22, 2020) IEEE.

Simon Huneault-Leblanc, Chamseddine Talhi. 2020. « P-Code based classification to detect malicious VBA macro ». International Symposium on Networks, Computers and Communications (ISNCC) (Montreal, QC, Canada, Oct. 20-22, 2020) IEEE.

Saad Inshi, Rasel Chowdhury, Mahdi Elarbi, Hakima Ould-Slimane, Chamseddine Talhi. 2020. « LCA-ABE: Lightweight context-aware encryption for android applications ». International Symposium on Networks, Computers and Communications (ISNCC) (Montreal, QC, Canada, Oct. 20-22, 2020) IEEE.

Sawsan Abdul Rahman, Hanine Tout, Chamseddine Talhi, Azzam Mourad. 2020. « Internet of things intrusion detection: Centralized, on-device, or federated learning? ». IEEE Network. vol. 34 , nº 6. p. 310-317.

Sherif Abuelwafa, Marco Pedersoli, Mohamed Cheriet. 2019. « Unsupervised exemplar-based learning for improved document image classification ». IEEE Access. vol. 7 p. 133738-133748.

Sadegh Aghabozorgi, Abdolkhalegh Bayati, Kim-khoa Nguyen, Charles Despins, Mohamed Cheriet. 2019. « Toward predictive handover mechanism in software-defined enterprise Wi-Fi networks ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc..

Mohamed Ghazi Amor, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet. 2019. « Optimized flow assignment in a multi-interface IoT gateway ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) p. 1379-1384. Piscataway, NJ, USA : IEEE.

Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019. « Dynamic QoS-aware queuing for heterogeneous traffic in smart home ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) p. 1287-1292. Institute of Electrical and Electronics Engineers Inc..

Athmane Bakhta, Sébastien Leclaire, David Vidal, François Bertrand, Mohamed Cheriet. 2019. « Multiscale simulation of ink seepage into paper: a mesoscopic variational model ». Computer Physics Communications. vol. 239

Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2019. « Embedding multiple-step-ahead traffic prediction in network energy efficiency problem ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) p. 1757-1763. Piscataway, NJ, USA : IEEE.

Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2019. « Greening the network using traffic prediction and link rate adaptation ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc..

Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019. « Concurrent traffic queuing game in smart home ». 15th International Conference on Network and Service Management (CNSM) (Halifax, NS, Canada, Oct. 21-25, 2019) Institute of Electrical and Electronics Engineers Inc..

Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019. « Dynamic QoE/QoS-Aware queuing for heterogeneous traffic in smart home ». IEEE Access. vol. 7 p. 58990-59001.

Djedjiga Benzid, Michel Kadoch, Mohamed Cheriet. 2019. « Raptor Code based on punctured LDPC for Secrecy in Massive MiMo ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) p. 1884-1889. Piscataway, NJ, USA : IEEE.

Ngoc Hai Bui, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet. 2019. « Energy efficient software update mechanism for networked iot devices ». IEEE Global Communications Conference (GLOBECOM) (Waikoloa, HI, USA, Dec. 09-13, 2019) IEEE.

Ngoc Hai Bui, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2019. « Energy efficient scheduling for networked IoT device software update ». 15th International Conference on Network and Service Management (CNSM) (Halifax, NS, Canada, Oct. 21-25, 2019) Piscataway, NJ, USA : IEEE.

Thomas Dandres, Ana Carolina Riekstin, Mohamed Cheriet. 2019. « Considering the temporal variability of power generation in the assessment of ICT emissions: presentation of the IEEE 1922.2 standard draft ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc..

Adil Fahad, Abdulmohsen Almalawi, Zahir Tari, Kurayman Alharthi, Fawaz S. Al Qahtani, Mohamed Cheriet. 2019. « Semtra: a semi-supervised approach to traffic flow labeling with minimal human effort ». Pattern Recognition. vol. 91 p. 1-12.

Nassim Haddaji, Kim Nguyen, Mohamed Cheriet. 2019. « TCO Planning Game for 5G Multitenant Virtualized Mobile BackHaul (V-MBH) Network ». Journal of Lightwave Technology. vol. 37 , nº 24. p. 6193-6206.

Nassim Haddaji, Kim-Khoa Nguyen, Mohamed Cheriet. 2019. « TCO game in 5G multi-tenant Virtualized Mobile BackHaul (V-MBH) network ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) p. 1612-1618. Piscataway, NJ, USA : IEEE.

Qian Huang, Xianzhong Xie, Hong Tang, Tao Hong, Michel Kadoch, Kim Khoa Nguyen, Mohamed Cheriet. 2019. « Machine-learning-based cognitive spectrum assignment for 5G URLLC applications ». IEEE Network. vol. 33 , nº 4. p. 30-35.

Xu Liu, Abdelouahed Gherbi, Wubin Li, Mohamed Cheriet. 2019. « Multi features and multi-time steps LSTM based methodology for bike sharing availability prediction ». The 14th International Conference on Future Networks and Communications (FNC) (Halifax, NS, Canada, Aug. 19-21, 2019) p. 394-401. Elsevier B.V..

Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2019. « Word spotting and recognition via a joint deep embedding of image and text ». Pattern Recognition. vol. 88 p. 312-320.

Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2019. « SACO: A service chain aware SDN controller-switch mapping framework ». 15th International Conference on Network and Service Management (CNSM) (Halifax, NS, Canada, Oct. 21-25, 2019) IFIP.

Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2019. « Virtual network function placement in IoT network ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) p. 1166-1171. Piscataway, NJ, USA : IEEE.

Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet. 2019. « Joint energy scheduling and water saving in geo-distributed mixed-use buildings ». IEEE Transactions on Smart Grid. vol. 10 , nº 5. p. 5345-5359.

Abderrahmane Rahiche, Athmane Bakhta, Mohamed Cheriet. 2019. « Blind source separation based framework for multispectral document images binarization ». 15th IAPR International Conference on Document Analysis and Recognition (ICDAR) (Sydney, Australia, Sept. 20-25, 2019) p. 1476-1481. IEEE.

Abderrahmane Rahiche, Mohamed Cheriet. 2019. « KFBin: Kalman filter-based approach for document image binarization ». Image Analysis and Recognition : 16th International Conference, ICIAR : Proceedings (Waterloo, ON, Canada, Aug. 27-29, 2019) p. 150-161. Springer Verlag.

Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet. 2019. « Gabor filter-based texture for ancient degraded document image binarization ». Pattern Analysis and Applications. vol. 22 , nº 1. p. 1-22.

Atena Shahkolaei, Azeddine Beghdadi, Mohamed Cheriet. 2019. « Blind quality assessment metric and degradation classification for degraded document images ». Signal Processing: Image Communication. vol. 76 p. 11-21.

Alireza Shameli Sendi, Yosr Jarraya, Makan Pourzandi, Mohamed Cheriet. 2019. « Efficient provisioning of security service function chaining using network security defense patterns ». IEEE Transactions on Services Computing. vol. 12 , nº 4. p. 534-549.

Tao Tang, Tao Hong, Haohui Hong, Senyuan Ji, Shahid Mumtaz, Mohamed Cheriet. 2019. « An improved UAV-PHD filter-based trajectory tracking algorithm for multi-UAVs in future 5G IoT scenarios ». Electronics. vol. 8 , nº 10. 16 p.

Julien Walzberg, Thomas Dandres, Nicolas Merveille, Mohamed Cheriet, Réjean Samson. 2019. « Accounting for fluctuating demand in the life cycle assessments of residential electricity consumption and demand-side management strategies ». Journal of Cleaner Production. vol. 240 13 p.

Julien Walzberg, Thomas Dandres, Nicolas Merveille, Mohamed Cheriet, Réjean Samson. 2019. « Assessing behavioural change with agent-based life cycle assessment: application to smart homes ». Renewable and Sustainable Energy Reviews. vol. 111 p. 365-376.

Julien Walzberg, Thomas Dandres, Nicolas Merveille, Mohamed Cheriet, Réjean Samson. 2019. « Environmental assessment of fluctuating residential electricity demand ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc..

Bohui Wang, Hui Yang, Qiuyan Yao, Ao Yu, Tao Hong, Jie Zhang, Michel Kadoch, Mohamed Cheriet. 2019. « Hopfield neural network-based fault location in wireless and optical networks for smart city IoT ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) p. 1696-1701. Piscataway, NJ, USA : IEEE.

Sara Zhalehpour, Ehsan Arabnejad, Chad Wellmon, Andrew Piper, Mohamed Cheriet. 2019. « Visual information retrieval from historical document images ». Journal of Cultural Heritage. vol. 40 p. 99-112.

Liao Hongen, S. Balocco, Wang Guijin, Zhang Feng, Liu Yongpan, Ding Zijian, Luc Duong, R. Phellan, G. Zahnd, K. Breininger, S. Albarqouni, S. Moriconi, S. L. Lee, S. Demirci. 2019. « Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting. First International Workshop, MLMECH 2019 and 8th Joint International Workshop, CVII-STENT 2019. Held in Conjunction with MICCAI 2019. Proceedings ». Cham, Switzerland : Springer International Publishing. 212 p.

Atefeh Abdolmanafi, Luc Duong, Farida Cheriet, Nagib S. Dahdah. 2019. « Intra-slice motion correction of intravascular OCT images using deep features ». IEEE Journal of Biomedical and Health Informatics. vol. 23 , nº 3. p. 931-941.

Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah. 2019. « An automatic diagnostic system of coronary artery lesions using OCT imaging ». Communication lors de la conférence : Transcatheter Cardiovascular Therapeutics 2019 (TCT) ( San Francisco, CA, USA, Sept. 25-29, 2019 )

Fariba Azizmohammadi, Rémi Martin, Joaquim Miro, Luc Duong. 2019. « Model-free cardiorespiratory motion prediction from X-ray angiography sequence with LSTM network ». 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Berlin, Germany, July 23-27, 2019) p. 7014-7018. Piscataway, NJ, USA : IEEE.

Lina Gundelwein, Joaquim Miro, Fransisco Gonzalez Barlatay, Chantale Lapierre, Karl Rohr, Luc Duong. 2019-03-26. « Concevoir les stents de demain pour les cardiopathies congénitales ». Substance ÉTS. vol.

Lina Gundelwein, Joaquim Miro, Fransisco Gonzalez Barlatay, Chantale Lapierre, Karl Rohr, Luc Duong. 2019-03-26. « Planning the next generation of stents for congenital heart defects ». Substance ÉTS. vol.

Rémi Martin, Joaquim Miro, Luc Duong. 2019. « Epistemic uncertainty modeling for vessel segmentation ». 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Berlin, Germany, July 23-27, 2019) p. 5923-5927. Piscataway, NJ, USA : IEEE.

Oleksandra Tmenova, Rémi Martin, Luc Duong. 2019. « CycleGAN for style transfer in X-ray angiography ». International Journal of Computer Assisted Radiology and Surgery. vol. 14 , nº 10. p. 1785-1794.

Bali Ahmed, Billel Seghir, Mahmud Al-Osta, Abdelouahed Gherbi. 2019. « Container based resource management for data processing on IoT gateways ». The 16th International Conference on Mobile Systems and Pervasive Computing (MobiSPC) (Halifax, NS, Canada, Aug. 19-21, 2019) p. 234-241. Elsevier B.V..

Mahmud Al-Osta, Ahmed Bali, Abdelouahed Gherbi. 2019. « Event driven and semantic based approach for data processing on IoT gateway devices ». Journal of Ambient Intelligence and Humanized Computing. vol. 10 , nº 12. p. 4663-4678.

Ahmed Bali, Abdelouahed Gherbi. 2019. « Rule based lightweight approach for resources monitoring on IoT Edge devices ». WOC 2019 - Proceedings of the 2019 5th International Workshop on Container Technologies and Container Clouds, Part of Middleware 2019 (Davis, CA, USA, Dec. 9-13, 2019) p. 43-48. Association for Computing Machinery Inc.

Sofiene Beji, Sardaouna Hamadou, John Mullins, Abdelouahed Gherbi. 2019. « Iterative integration of TTEthernet network flows ». International Journal of Critical Computer-Based Systems. vol. 9 , nº 3. p. 167-192.

Toufik Marir, Abd El El Heq Silem, Farid Mokhati, Abdelouahed Gherbi, Ahmed Bali. 2019. « NorJADE: An open Source JADE-Based framework for programming normative multi-agent systems ». International Journal of Open Source Software and Processes. vol. 10 , nº 2. 20 p.

Alvine Boaye Belle, Timothy C. Lethbridge, Sègla Kpodjedo, Opeyemi O. Adesina, Miguel A. Garzon. 2019. « A novel approach to measure confidence and uncertainty in assurance cases ». 2019 IEEE 27th International Requirements Engineering Conference Workshops (REW) (Jeju Island, Korea (South), Sept. 23-27, 2019) p. 24-33. Institute of Electrical and Electronics Engineers Inc..

Aymen Daoudi, Naouel Moha, Ghizlane ElBoussaidi, Sègla Kpodjedo. 2019. « An exploratory study of MVC-based architectural patterns in Android apps ». Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing (SAC 2019) (Limassol, Cyprus, Apr. 08-12, 2019) p. 1711-1720. Association for Computing Machinery.

Aris Leivadeas, George Kesidis, Mohamed Ibnkahla, Ioannis Lambadaris. 2019. « VNF placement optimization at the edge and cloud ». Future Internet. vol. 11 , nº 3.

Sepideh Malektaji, Diala Naboulsi, Roch Glitho, Alexander Polyantsev, Ali El Essaili, Cyril Iskander, Richard Brunner. 2019. « Video sessions KPIs clustering framework in CDNs ». 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) (Las Vegas, NV, USA, Jan. 11-14, 2019) Piscataway, NJ, USA : IEEE.

Abbas Soltanian, Diala Naboulsi, Roch Glitho, Halima Elbiaze. 2019. « Resource allocation mechanism for media handling services in cloud multimedia conferencing ». IEEE Journal on Selected Areas in Communications. vol. 37 , nº 5. p. 1167-1181.

Sylvie Ratté. 2019. « Looking under the hood of Artificial Intelligence: About cookies, blood, language, and some mathematics ». 25th Conference on Applications of Computer Algebra (ACA) : Program (Montreal, QC, Canada, July 16-20, 2019) p. 32-34. École de technologie supérieure.

Ruth Reátegui, Sylvie Ratté. 2019. « Analysis of medical documents with text mining and association rule mining ». International Conference on Information Technology and Systems : Proceedings of ICITS (Quito, Ecuador, Feb. 6-8, 2019) p. 744-753. Springer Verlag.

Ruth Reátegui, Sylvie Ratté, Estefanía Bautista-Valarezo, Víctor Duque. 2019. « Cluster analysis of obesity disease based on comorbidities extracted from clinical notes ». Journal of Medical Systems. vol. 43 , nº 3.

Erick Velazquez-Godinez, Sylvie Ratté, Frank De Jong. 2019. « Evaluating the coverage of syllabus terminology in student's dissertations ». Proceedings of EdMedia + Innovate Learning (Amsterdam, Netherlands, June 24, 2019) p. 769-782. Waynesville, NC : Association for the Advancement of Computing in Education.

Toufic Dbouk, Azzam Mourad, Hadi Otrok, Hanine Tout, Chamseddine Talhi. 2019. « A novel ad-hoc mobile edge cloud offering security services through intelligent resource-aware offloading ». IEEE Transactions on Network and Service Management. vol. 16 , nº 4. p. 1665-1680.

Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi. 2019. « A theoretical model for fork analysis in the bitcoin network ». 2019 IEEE International Conference on Blockchain (Blockchain) (Atlanta, GA, USA, July 14-17, 2019) p. 237-244. IEEE.

Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi. 2019-04-09. « Modeling Bitcoin Network Performance ». Substance ÉTS. vol.

Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi. 2019-04-09. « Modélisation des performances du réseau Bitcoin ». Substance ÉTS. vol.

Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi. 2019. « Performance modeling and analysis of the bitcoin inventory protocol ». IEEE 1st International Conference on Decentralized Applications and Infrastructures (DAPPCON) (Newark, CA, USA, Apr. 5-9, 2019) p. 79-88. IEEE.

Mohammad Bany Taha, Chamseddine Talhi, Hakima Ould-Slimane. 2019. « Performance evaluation of CP-ABE schemes under constrained devices ». The 14th International Conference on Future Networks and Communications (FNC) (Halifax, NS, Canada, Aug. 19-21, 2019) p. 425-432. Elsevier B.V..

Mohammad Bany Taha, Chamseddine Talhi, Hakima Ould-Slimanec. 2019. « A cluster of CP-ABE microservices for VANET ». The 14th International Conference on Future Networks and Communications (FNC) (Halifax, NS, Canada, Aug. 19-21, 2019) p. 441-448. Elsevier B.V..

Hanine Tout, Nadja Kara, Chamseddine Talhi, Azzam Mourad. 2019. « Proactive machine learning-based solution for advanced manageability of multi-persona mobile computing ». Computers and Electrical Engineering. vol. 80 18 p.

Hanine Tout, Chamseddine Talhi, Nadja Kara, Azzam Mourad. 2019. « Selective mobile cloud offloading to augment multi-persona performance and viability ». IEEE Transactions on Cloud Computing. vol. 7 , nº 2. p. 314-328.

Mohamed Yassin, Chamseddine Talhi, Hanifa Boucheneb. 2019. « ITADP: an inter-tenant attack detection and prevention framework for multi-tenant SaaS ». Journal of Information Security and Applications. vol. 49 p. 94-108.

Vahid Asghari, Mohamed Cheriet. 2018. « Energy and connectivity aware resource optimization of nodes traffic distribution in smart home networks ». Future Generation Computer Systems. vol. 88 p. 559-570.

Asim Baig, Somaya A. S. Al-Ma'adeed, Ahmed Bouridane, Mohamed Cheriet. 2018. « Automatic segmentation and reconstruction of historical manuscripts in gradient domain ». IET Image Processing. vol. 12 , nº 4. p. 502-512.

Abdolkhalegh Bayati, Kim Nguyen, Mohamed Cheriet. 2018. « Multiple-step-ahead traffic prediction in high-speed networks ». IEEE Communications Letters. vol. 22 , nº 12. p. 2447-2450.

Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2018. « QoS-aware software-defined routing in smart community network ». Computer Networks. vol. 147 p. 221-235.

Hanane Boukerma, Christophe Choisy, Abdallah Benouareth, Nadir Farah, Mohamed Cheriet. 2018. « Hybrid two-dimensional recognizer based on the NSHP-HMM model ». 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Niagara Falls, ON, Canada, Aug. 5-8, 2018) p. 582-586. Los Alamitos, CA, USA : IEEE Computer Society.

Hanene Boukerma, Christophe Choisy, Nadir Farah, Mohamed Cheriet. 2018. « Baseline-based zoning design for the NSHPZ-HMM 2-D model applied to Arabic script ». 2nd IEEE International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR 2018) (London, United kingdom, Mar. 12- 14, 2018) p. 41-46. IEEE.

Hanene Boukerma, Christophe Choisy, Nadir Farah, Mohamed Cheriet. 2018. « The efficiency of the NSHPZ-HMM: theoretical and practical study ». Applied Intelligence. vol. 48 , nº 12. p. 4660-4677.

Yaser Esmaeili Salehani, Ehsan Arabnejad, Mohamed Cheriet. 2018. « Graph and sparse-based robust nonnegative block value decomposition for clustering ». IEEE Journal on Selected Topics in Signal Processing. vol. 12 , nº 6. p. 1561-1574.

Nassim Haddaji, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « BackHauling-as-a-Service (BHaaS) for 5G optical sliced networks: an optimized TCO approach ». Journal of Lightwave Technology. vol. 36 , nº 18. p. 4006-4017.

Nassim Haddaji, Kim Nguyen, Mohamed Cheriet. 2018. « Towards end-to-end integrated optical packet network: Empirical analysis ». Optical Switching and Networking. vol. 27 p. 18-39.

Moshen Karimzadeh Kiskani, Shahin Vakilinia, Mohamed Cheriet. 2018. « Popularity based file categorization and coded caching in 5G networks ». IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 08-13, 2017) IEEE.

Habib Louafi, Stéphane Coulombe, Mohamed Cheriet. 2018. « A TOPSIS-based QoE model for adapted content selection of slide documents ». Multimedia Tools and Applications. vol. 77 , nº 20. p. 26741-26768.

Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2018. « Hierarchical representation learning using spherical k-means for segmentation-free word spotting ». Pattern Recognition Letters. vol. 101 p. 52-59.

Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2018. « Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words ». Pattern Recognition Letters. vol. 111 p. 87-93.

Alexandre Milovanoff, Thomas Dandres, Caroline Gaudreault, Mohamed Cheriet, Réjean Samson. 2018. « Real-time environmental assessment of electricity use: a tool for sustainable demand-side management programs ». International Journal of Life Cycle Assessment. vol. 23 , nº 10. p. 1981-1994.

Duong Tuan Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « NFV-based architecture for the interworking between WebRTC and IMS ». IEEE Transactions on Network and Service Management. vol. 15 , nº 4. p. 1363-1377.

Chuan Pham, Duong Tuan Nguyen, H. Tran Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « Dynamic controller/switch mapping in virtual networks service chains ». 2018 IEEE Global Communications Conference (GLOBECOM) (Abu Dhabi, United Arab Emirates, Dec. 9-13, 2018) Piscataway, NJ, USA : IEEE.

Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « An approximation mechanism for elastic IoT application deployment ». 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) (New York City, NY, USA, Nov. 08-10, 2018) p. 159-165. Piscataway, NJ, USA : IEEE.

Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « A distributed approach to emergency demand response in geo-distributed mixed-use buildings ». Journal of Building Engineering. vol. 19 p. 506-518.

Makan Pourzandi, Mohamed Fekih Ahmed, Mohamed Cheriet, Chamseddine Talhi. 2018-03-06. « Multi-tenant isolation in a cloud environment using software defined networking ».

Njakarison Menja Randriamasinoro, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « Optimized resource allocation in edge-cloud environment ». 2018 Annual IEEE International Systems Conference (SysCon) (Vancouver, BC, Canada, Apr. 23-26, 2018) Piscataway, NJ, USA : IEEE.

Marta Režnáková, Lukas Tencer, Mohamed Cheriet. 2018. « Elastic memory learning for fuzzy inference models ». Applied Soft Computing Journal. vol. 67 p. 1-7.

Ana Carolina Riekstin, Bruno Bastos Rodrigues, Kim Khoa Nguyen, Teresa Cristina Melo De Brito Carvalho, Catalin Meirosu, Burkhard Stiller, Mohamed Cheriet. 2018. « A survey on metrics and measurement tools for sustainable distributed cloud networks ». IEEE Communications Surveys and Tutorials. vol. 20 , nº 2. 27 p. p. 1244-1270.

Yaser Esmaeili Salehani, Saeed Gazor, Mohamed Cheriet. 2018. « Sparse hyperspectral unmixing via heuristic ℓp-norm approach ». IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. vol. 11 , nº 4. 12 p. p. 1191-1202.

Atena Shahkolaei, Azeddine Beghdadi, Somaya Al-maadeed, Mohamed Cheriet. 2018. « MHDID: A multi-distortion historical document image database ». 2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR) (London, UK, Mar. 12-14, 2018) p. 156-160. Piscataway, NJ, USA : IEEE.

Atena Shahkolaei, Hossein Ziaei Nafchi, Somaya Al-Maadeed, Mohamed Cheriet. 2018. « Subjective and objective quality assessment of degraded document images ». Journal of Cultural Heritage. vol. 30 11 p. p. 199-209.

Alireza Shameli Sendi, Habib Louafi, Wenbo He, Mohamed Cheriet. 2018. « Dynamic optimal countermeasure selection for intrusion response system ». IEEE Transactions on Dependable and Secure Computing. vol. 15 , nº 5. p. 755-770.

Meriem Amina Si Saber, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « Featuring Real-Time imbalanced network traffic classification ». 2018 IEEE Confs on Internet of Things, Green Computing and Communications, Cyber, Physical and Social Computing, Smart Data, Blockchain, Computer and Information Technology, Congress on Cybermatics (Halifax, NS, Canada, July 30-Aug. 3, 2018) p. 840-846. IEEE.

Tara Nath Subedi, Kim Khoa Nguyen, Mohamed Cheriet. 2018. « SDN-based fault-tolerant on-demand and in-advance bandwidth reservation in data center interconnects ». International Journal of Communication Systems. vol. 31 , nº 4. 21 p.

Shahin Vakilinia, Mohamed Cheriet. 2018. « Preemptive cloud resource allocation modeling of processing jobs ». Journal of Supercomputing. vol. 74 , nº 5. p. 2116-2150.

Shahin Vakilinia, Iman Vakilinia, Mohamed Cheriet. 2018. « Green process offloading in smart home ». IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (Montreal, Qc, Canada, Oct. 09-13, 2017) IEEE.

Hossein Ziaei Nafchi, Mohamed Cheriet. 2018. « Efficient no-reference quality assessment and classification model for contrast distorted images ». IEEE Transactions on Broadcasting. vol. 64 , nº 2. p. 518-523.

Atefeh Abdolmanafi, Luc Duong. 2018. « Characterization of coronary artery tissues in Kawasaki Disease using Optical Coherence Tomography (OCT) imaging ». Communication lors de la conférence : 12th International Kawasaki Disease Symposium ( Yokohama, Japan, June 12-15, 2018 )

Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah, Ibrahim Ragui Adib, Farida Cheriet. 2018. « Characterization of coronary artery pathological formations from OCT imaging using deep learning ». Biomedical Optics Express. vol. 9 , nº 10. p. 4936-4960.

Edgar Garcia Cano, Fernando Arambula, Luc Duong, Christian Bellefleur, Marjolaine Roy Beaudry, Julien Joncas, Stephan Parent. 2018-11-19. « Classification dynamique de courbes vertébrales anormales ». Substance ÉTS. vol.

Edgar Garcia Cano, Fernando Arambula, Luc Duong, Christian Bellefleur, Marjolaine Roy Beaudry, Julien Joncas, Stephan Parent. 2018-11-19. « Dynamic Classification of Abnormal Spinal Curves ». Substance ÉTS. vol.

Edgar Garcia-Cano, Fernando Arambula Cosio, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle. 2018. « Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis ». Medical and Biological Engineering and Computing. vol. 56 , nº 12. p. 2221-2231.

Edgar Garcia-Cano, Fernando Arambula Cosio, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle. 2018. « Prediction of spinal curve progression in adolescent idiopathic scoliosis using random forest regression ». Computers in Biology and Medicine. vol. 103 p. 34-43.

L. Gundelwein, J. Miró, F. Gonzalez Barlatay, C. Lapierre, K. Rohr, L. Duong. 2018. « Personalized stent design for congenital heart defects using pulsatile blood flow simulations ». Journal of Biomechanics. vol. 81 p. 68-75.

Elshrif Ibrahim Elmurngi, Abdelouahed Gherbi. 2018. « Unfair reviews detection on Amazon reviews using sentiment analysis with supervised learning techniques ». Journal of Computer Science. vol. 14 , nº 5. p. 714-726.

Mousa Elrotub, Abdelouahed Gherbi. 2018. « Virtual machine classification-based approach to enhanced workload balancing for cloud computing applications ». 9th International Conference on Ambient Systems, Networks and Technologies (ANT 2018) / The 8th International Conference on Sustainable Energy Information Technology (SEIT-2018) (Porto, Portugal, May 08-11, 2018) p. 683-688. Elsevier.

Ali Kanso, Abdelouahed Gherbi, Yves Lemieux. 2018. « Middleware-managed high availability for cloud applications ». International Journal of Information and Communication Technology. vol. 12 , nº 1-2. p. 186-208.

Xu Liu, Hibat Allah Ounifi, Abdelouahe Gherbi, Yves Lemieux, Wubin Li. 2018. « A hybrid GPU-FPGA-based computing platform for machine learning ». The 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) (Leuven, Belgium, Nov. 5-8, 2018) p. 104-111. Elsevier B.V..

Fereydoun Farrahi Moghaddam, Wubin Li, Abdelouahed Gherbi. 2018. « DataFall: a policy-driven algorithm for decentralized placement and reorganization of replicated data ». 2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom) (Melbourne, Australia, Dec. 11-13, 2018) p. 667-675. Los Alamitos, CA, USA : IEEE Computer Society.

Hibat-Allah Ounifi, Xu Liu, Abdelouahed Gherbi, Yves Lemieux, Wubin Li. 2018. « Model-based approach to data center design and power usage effectiveness assessment ». The 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) (Leuven, Belgium, Nov. 5-8, 2018) p. 143-150. Elsevier B.V..

Naoures Ghrairi, Sègla Kpodjedo, Amine Barrak, Fabio Petrillo, Foutse Khomh. 2018. « The State of practice on Virtual Reality (VR) applications: An exploratory study on github and stack overflow ». 2018 IEEE International Conference on Software Quality, Reliability and Security (QRS) (Lisbon, Portugal, July 16-20, 2018) p. 356-366. Institute of Electrical and Electronics Engineers Inc..

Aliasghar Keyhanian, Ioannis Lambadaris, Aris Leivadeas, Ioannis Marmokos. 2018. « Analyzing the coexistence of Wi-Fi and LAA-LTE towards a proportional throughput fairness ». MobiWac 2018 - Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access (Montreal, QC, Canada, Oct. 28 - Nov. 2, 2018) p. 95-101. Association for Computing Machinery, Inc.

Aris Leivadeas, Thomas Y. Nilsson, Aroosh Elahi, Aliasghar Keyhanian, Ioannis Lambadaris. 2018. « Link adaptation for fair coexistence of Wi-Fi and LAA-LTE ». MobiWac 2018 - Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access (Montreal, QC, Canada, Oct. 28 - Nov. 2, 2018) p. 43-50. Association for Computing Machinery, Inc.

Carla Mouradian, Diala Naboulsi, Sami Yangui, Roch H. Glitho, Monique J. Morrow, Paul A. Polakos. 2018. « A comprehensive survey on fog computing: state-of-the-art and research challenges ». IEEE Communications Surveys & Tutorials. vol. 20 , nº 1. p. 416-464.

Diala Naboulsi, Assia Mermouri, Razvan Stanica, Herve Rivano, Marco Fiore. 2018. « On user mobility in dynamic cloud radio access networks ». IEEE INFOCOM 2018 - IEEE Conference on Computer Communications (Honolulu, HI, USA, Apr. 15-19, 2018) p. 1583-1591. Piscataway, NJ, USA : IEEE.

Vahid Maleki Raee, Diala Naboulsi, Roch Glitho. 2018. « Energy efficient task assignment in virtualized wireless sensor networks ». IEEE Symposium on Computers and Communications (ISCC) (Natal, Brasil, June 25-28, 2018) p. 00976-00979. Piscataway, NJ, USA : IEEE.

Marsa Rayani, Diala Naboulsi, Roch Glitho, Halima Elbiaze. 2018. « Slicing virtualized EPC-based 5G core network for content delivery ». IEEE Symposium on Computers and Communications (ISCC) (Natal, Brasil, June 25-28, 2018) p. 726-729. Piscataway, NJ, USA : IEEE.

Abbas Soltanian, Diala Naboulsi, Mohammad A. Salahuddin, Roch Glitho, Halima Elbiaze, Constant Wette. 2018. « ADS: adaptive and dynamic scaling mechanism for multimedia conferencing services in the cloud ». 15th IEEE Annual Consumer Communications & Networking Conference (CCNC) (Las Vegas, NV, USA, Jan. 12-15, 2018) Piscataway, NJ, USA : IEEE.

Laura Hernandez-Dominguez, Sylvie Ratté, Gerardo Sierra, Andres Roche-Bergua. 2018-11-27. « Automatic Detection of Alzheimer’s from Picture Descriptions ». Substance ÉTS. vol.

Laura Hernandez-Dominguez, Sylvie Ratté, Gerardo Sierra, Andres Roche-Bergua. 2018-11-27. « Détection automatique de l’Alzheimer par description d’image ». Substance ÉTS. vol.

Laura Hernández-Domínguez, Sylvie Ratté, Gerardo Sierra-Martínez, Andrés Roche-Bergua. 2018. « Computer-based evaluation of Alzheimer's disease and mild cognitive impairment patients during a picture description task ». Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. vol. 10 p. 260-268.

Pierre André Ménard, Sylvie Ratté, Geneviève Parent, Franck Barbedor. 2018. « Manual and automatic annotation of meeting reports with young offenders for quality assessment of interventions ». Proceedings of the Workshop on Annotation in Digital Humanities (annDH 2018) (Sofia, Bulgaria, Aug. 06-10, 2018) p. 24-30. CEUR-WS.

Ruth Reategui, Sylvie Ratte. 2018. « Automatic extraction and aggregation of diseases from clinical notes ». International Conference on Information Technology and Systems (ICITS18) (Libertad city, Ecuador, Jan. 11-13, 2017) p. 846-855. Springer Verlag.

Ruth Reátegui, Sylvie Ratté. 2018. « Comparison of MetaMap and cTAKES for entity extraction in clinical notes ». BMC Medical Informatics and Decision Making. vol. 18 , nº supp. 3. 7 p.

Ruth Reátegui, Sylvie Ratté, Estefanía Bautista-Valarezo, Victor Duque. 2018. « Obesity cohorts based on comorbidities extracted from clinical notes ». WorldCIST'18 : World Conference on Information Systems and Technologies : Trends and Advances in Information Systems and Technologies (Naples, Italy, Mar. 27-29, 2018) p. 1121-1131. Springer.

Raphaël Zumer, Sylvie Ratté. 2018. « Color-independent classification of animation video ». International Journal of Multimedia Information Retrieval. vol. 7 , nº 3. p. 187-196.

Mohamed Hawedi, Chamseddine Talhi, Hafina Boucheneb. 2018. « Security as a service for public cloud tenants (SaaS) ». 9th International Conference on Ambient Systems, Networks and Technologies (ANT 2018) / The 8th International Conference on Sustainable Energy Information Technology (SEIT-2018) (Porto, Portugal, May 08-11, 2018) p. 1025-1030.

Mohamed Hawedi, Chamseddine Talhi, Hanifa Boucheneb. 2018. « Multi-tenant intrusion detection system for public cloud (MTIDS) ». Journal of Supercomputing. vol. 74 , nº 10. p. 5199-5230.

Wael Khreich, Syed Shariyar Murtaza, Abdelwahab Hamou-Lhadj, Chamseddine Talhi. 2018. « Combining heterogeneous anomaly detectors for improved software security ». Journal of Systems and Software. vol. 137 p. 415-429.

Ashraf Tahat, Ruba Aburub, Aseel Al-Zyoude, Chamseddine Talhi. 2018. « A smart city environmental monitoring network and analysis relying on big data techniques ». International Conference on Software Engineering and Information Management (ICSIM) and its Workshop International Conference on Big Data and Smart Computing (ICBDSC) (Casablanca, Morocco, Jan. 04-06, 2018) p. 82-86. Association for Computing Machinery.

Sherif Abuelwafa, Mohamed Mhiri, Rachid Hedjam, Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet. 2017. « Feature learning for footnote-based document image classification ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017 (Montreal, QC, Canada, July 05-07, 2017) p. 643-650. Springer Verlag.

Ehsan Arabnejad, Reza Farrahi Moghaddam, Mohamed Cheriet. 2017. « PSI: Patch-based script identification using non-negative matrix factorization ». Pattern Recognition. vol. 67 p. 328-339.

Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet. 2017. « Combination of context-dependent bidirectional long short-term memory classifiers for robust offline handwriting recognition ». Pattern Recognition Letters. vol. 90 p. 58-64.

Rasel Chowdhury, Hakima Ould-Slimane, Chamseddine Talhi, Mohamed Cheriet. 2017. « Attribute-based encryption for preserving smart home data privacy ». Enhanced Quality of Life and Smart Living : 15th International Conference, ICOST 2017, Paris, France, August 29-31, 2017, Proceedings (Paris, France, Aug. 29-31, 2017) p. 185-197. Springer Verlag.

Thomas Dandres, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Réjean Samson, Mohamed Cheriet. 2017. « Consideration of marginal electricity in real-time minimization of distributed data centre emissions ». Journal of Cleaner Production. vol. 143 p. 116-124.

Thomas Dandres, Nathan Vandromme, Glasha Obrekht, Andy Wong, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2017. « Consequences of future data center deployment in canada on electricity generation and environmental impacts: A 2015-2030 prospective study ». Journal of Industrial Ecology. vol. 21 , nº 5. 12 p. p. 1312-1322.

Reza Farrahi Moghaddam, Vahid Asghari, Fereydoun Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2017. « A Monte-Carlo approach to lifespan failure performance analysis of the network fabric in modular data centers ». Journal of Network and Computer Applications. vol. 87 p. 131-146.

Meriem Gagaoua, Hamza Ghilas, Abdelkamel Tari, Mohamed Cheriet. 2017. « Distribution, directional, structural and concavity features for historical Arabic handwritten recognition: A comparative study ». ACM International Conference of Computing for Engineering and Sciences ( ICCES) (Istanbul, Turkey, July 22-24, 2017) p. 70-75. Association for Computing Machinery.

Zineb Hadjadj, Mohamed Cheriet, Abdelkrim Meziane, Yazid Cherfa. 2017. « A new efficient binarization method: application to degraded historical document images ». Signal, Image and Video Processing. vol. 11 , nº 6. 8 p. p. 1155-1162.

Abderrahmane Ledjiar, Emmanuel Sampin, Chamseddine Talhi, Mohamed Cheriet. 2017. « Network function virtualization as a service for multi-tenant software defined networks ». 4th International Conference on Software-Defined Systems (SDS) (Valencia, Spain, May, 08-11 2017) p. 168-173. Piscataway, NJ, USA : IEEE.

Habib Louafi, Stéphane Coulombe, Mohamed Cheriet. 2017. « Multi-objective optimization in dynamic content adaptation of slide documents ». IEEE Transactions on Services Computing. vol. 10 , nº 2. p. 231-243.

Faten M’hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet. 2017. « Automatic evaluation of vessel diameter variation from 2D X-ray angiography ». International Journal of Computer Assisted Radiology and Surgery. vol. 12 , nº 11. p. 1867-1876.

Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2017. « Footnote-based document image classification using 1D convolutional neural networks and histograms ». Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Montreal, QC, Canada, Nov. 28 - Dec. 01, 2017) Piscataway, NJ, USA : IEEE.

Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers. 2017. « Query-by-example word spotting using multiscale features and classification in the space of representation differences ». IEEE International Conference on Image Processing (ICIP) (Beijing, China, Sept. 17-20, 2017) p. 1112-1116. Piscataway, NJ, USA : IEEE.

Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2017. « Transparent clouds: An enhancement to abstraction ». 10th IEEE International Conference on Cloud Computing (CLOUD) (Honolulu, HI, USA, June 25-27, 2017) p. 718-722. IEEE Computer Society.

Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet. 2017. « CorrC2G: Color to gray conversion by correlation ». IEEE Signal Processing Letters. vol. 24 , nº 11. p. 1651-1655.

Duong Tuan Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2017. « Optimized IoT service orchestration ». IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 8-13, 2017) Piscataway, NJ, USA : IEEE.

Marta Režnáková, Lukas Tencer, Réjean Plamondon, Mohamed Cheriet. 2017. « Forgetting of unused classes in missing data environment using automatically generated data: Application to on-line handwritten gesture command recognition ». Pattern Recognition. vol. 72 p. 355-367.

Ana Carolina Riekstin, Rachid Hedjamt, Thomas Dandrest, Mohamed Cheriet. 2017. « Statistical-based method to determine the best hour of the day regarding GHG emissions for a smart home appliance ». 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) (San Francisco, CA, USA, Aug. 04-08, 2017) Piscataway, NJ, USA : IEEE.

Partha Pratim Roy, Guoqiang Zhong, Mohamed Cheriet. 2017. « Tandem hidden Markov models using deep belief networks for offline handwriting recognition ». Frontiers of Information Technology and Electronic Engineering. vol. 18 , nº 7. p. 978-988.

Yaser Esmaeili Salehani, Mohamed Cheriet. 2017. « Non-dictionary aided sparse unmixing of hyperspectral images via weighted nonnegative matrix factorization ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017 (Montreal, QC, Canada, July 05-07, 2017) p. 596-604. Springer Verlag.

Yaser Esmaeili Salehani, Saeed Gazor, Mohamed Cheriet. 2017. « A new weighted lp-norm for sparse hyperspectral unmixing ». Affiche présentée lors de la conférence : 5th IEEE Global Conference on Signal and Information Processing ( Montreal, QC, Canada, Nov. 14-16, 2017 )

Yaser Esmaeili Salehani, Saeed Gazor, Mohamed Cheriet. 2017. « A new weighted lp-norm for sparse hyperspectral unmixing ». IEEE Global Conference on Signal and Information Processing (GlobalSIP) (Montreal, QC, Canada, Nov. 14-16, 2017) p. 1255-1259. Piscataway, NJ, USA : IEEE.

Alireza Shameli-Sendi, Habib Louafi, Mohamed Cheriet. 2017. « Payless monitoring service for tenants in cloud with traffic and energy-aware function deployment ». IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (Hong Kong, China, Dec. 11-14, 2017) p. 247-254. IEEE.

L. Tencer, M. Reznakova, M. Cheriet. 2017. « Summit-Training: A hybrid Semi-Supervised technique and its application to classification tasks ». Applied Soft Computing Journal. vol. 50 p. 1-20.

L. Tencer, M. Reznakova, M. Cheriet. 2017. « UFuzzy: Fuzzy models with Universum ». Applied Soft Computing. vol. 59 18 p. p. 1-18.

Julien Walzberg, Thomas Dandres, Réjean Samson, Nicolas Merveille, Mohamed Cheriet. 2017. « An agent-based model to evaluate smart homes sustainability potential ». IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 08-13, 2017) Piscataway, NJ, USA : IEEE.

Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet. 2017. « Footnote-based document image classification ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017- July 7 2017 (Montreal, QC, Canada, July 05-07, 2017) p. 634-642. Springer.

Xiuzhen Zhang, Yuxuan Li, Ramamohanarao Kotagiri, Lifang Wu, Zahir Tari, Mohamed Cheriet. 2017. « KRNN: k Rare-class Nearest Neighbour classification ». Pattern Recognition. vol. 62 p. 33-44.

Jorge Cardoso, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maeir-Hein, Stefanie Demirci, Éric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, Gustavo%I Springer Carneiro. 2017. « Intravascular imaging and computer assisted stenting, and large-scale annotation of biomedical data and expert label synthesis : 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017 : Proceedings ». 166 p.

Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah, Farida Cheriet. 2017. « Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography ». Biomedical Optics Express. vol. 8 , nº 2. p. 1203-1220.

H. Kaddioui, J. Joncas, C. Bellefleur, G. Grimard, H. Labelle, L. Duong. 2017. « Automatic assessment of the risser grade from x-ray images ». Communication lors de la conférence : Réunion Annuelle de la Société de la Scoliose du Québec ( Charlevoix, QC, Canada, 19-21 oct. 2017 )

Remi Martin, Etienne Vachon, Joaquim Miro, Luc Duong. 2017. « 3D reconstruction of vascular structures using graph-based voxel coloring ». 14th IEEE International Symposium on Biomedical Imaging (ISBI) (Melbourne, VIC, Australia, Apr. 18-21, 2017) p. 1032-1035. IEEE Computer Society.

Gerardo Tibamoso, Sylvie Ratté, Luc Duong. 2017. « Left ventricle wall detection from ultrasound images using shape and appearance information ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017 (Montreal, QC, Canada, July 05-07, 2017) p. 63-70. Springer Verlag.

Étienne Vachon, Joaquim Miró, Luc Duong. 2017. « Online C-arm calibration using a marked guide wire for 3D reconstruction of pulmonary arteries ». Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling (Orlando, FL, USA, Feb. 11-16, 2017) SPIE.

Bali Ahmed, Abdelouahed Gherbi, Okba Kazar. 2017. « Semantic-based approach to context management in ubiquitous environment ». 8th International Conference on Ambient Systems, Networks and Technologies (ANT) and 7th International Conference on Sustainable Energy Information Technology (SEIT) (Madeira, Portugal, May 16-19, 2017) p. 592-599. Elsevier B.V..

Mahmud Al-Osta, Bali Ahmed, Gherbi Abdelouahed. 2017. « A lightweight semantic web-based approach for data annotation on IoT gateways ». 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks, EUSPN 2017 and the 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare, ICTH 2017 (Lund, Sweden, Sept. 18-20, 2017) p. 186-193. Elsevier B.V..

Ahmed Bali, Mahmud Al-Osta, Abdelouahed Gherbi. 2017. « An ontology-based approach for IoT data processing using semantic rules ». SDL 2017: Model-Driven Engineering for Future Internet : 18th International SDL Forum, Budapest, Hungary, October 9–11, 2017, Proceedings (Budapest, Hungary, Oct. 09-11, 2017) p. 61-79. Budapest, Hungary : Springer Verlag.

Olivier Deschambault, Abdelouahed Gherbi, Christian Légaré. 2017. « Efficient implementation of the MQTT protocol for embedded systems ». Journal of Information Processing Systems. vol. 13 , nº 1. p. 26-39.

Elshrif Elmurngi, Abdelouahed Gherbi. 2017. « An empirical study on detecting fake reviews using machine learning techniques ». 7th International Conference on Innovative Computing Technology (INTECH) (Luton, UK, Aug. 16-18, 2017) p. 107-114. Piscataway, NJ, USA : IEEE.

Ali Kanso, Nicolas Deixionne, Abdelouahed Gherbi, Fereydoun Farrahi Moghaddam. 2017. « Enhancing OpenStack fault tolerance for provisioning computing environments ». 18th IEEE International Symposium on High-Assurance Systems Engineering (HASE) (Singapore, Singapore, Jan. 12-14, 2017) p. 77-83. IEEE Computer Society.

Tiyam Robati, Abdelouahed Gherbi, Amine El Kouhen, John Mullins. 2017. « Design and simulation of distributed IMA architectures using TTEthernet: a model-driven approach ». Journal of Ambient Intelligence and Humanized Computing. vol. 8 , nº 3. 11 p. p. 345-355.

Li Wubin, Fereydoun Farrahi Moghaddam, Parisa Heidari, Yves Lemieux, Abdelouahed Gherbi. 2017. « Facilitating workload aware storage platform by using machine learning technics ». International Conference on Networking, Architecture and Storage (NAS) (Shenzhen, China, Aug. 07-08, 2017) p. 232-237. IEEE.

Philippe Galinier, Segla Kpodjedo, Giulio Antoniol. 2017. « A penalty-based Tabu search for constrained covering arrays ». Genetic and Evolutionary Computation Conference (GECCO) (Berlin, Germany, July 15-19, 2017) p. 1288-1294. ACM.

Mohammad Abu-Lebdeh, Diala Naboulsi, Roch Glitho, Constant Wette Tchouati. 2017. « NFV orchestrator placement for geo-distributed systems ». 16th IEEE International Symposium on Network Computing and Applications (NCA 2017) (Cambridge, MA, USA, Oct. 30-Nov. 01, 2017) Institute of Electrical and Electronics Engineers Inc..

Mohammad Abu-Lebdeh, Diala Naboulsi, Roch Glitho, Constant Wette Tchouati. 2017. « On the placement of VNF managers in large-scale and distributed NFV systems ». IEEE Transactions on Network and Service Management. vol. 14 , nº 4. p. 875-889.

Angelo Furno, Diala Naboulsi, Razvan Stanica, Marco Fiore. 2017. « Mobile demand profiling for cellular cognitive networking ». IEEE Transactions on Mobile Computing. vol. 16 , nº 3. p. 772-786.

Marco Gramaglia, Marco Fiore, Maria Calderon, Oscar Trullols‐Cruces, Diala Naboulsi. 2017. « Highway road traffic modeling for ITS simulation ». In Networking Simulation for Intelligent Transportation Systems: High Mobile Wireless Nodes . p. 165-184. Wiley-ISTE.

Diala Naboulsi, Marco Fiore. 2017. « Characterizing the instantaneous connectivity of large-scale urban vehicular networks ». IEEE Transactions on Mobile Computing. vol. 16 , nº 5. p. 1272-1286.

Otilia Alejandro Molina, Sylvie Ratté. 2017. « Students and teacher academic evaluation perceptions: Methodology to construct a representation based on actionable knowledge discovery framework ». Education and Information Technologies. vol. 22 , nº 3. 24 p. p. 1043-1066.

Frank de Jong, Joan van den Ende, Hennie van Heijst, Yoshiaki Matsuzawa, Paul Kirschner, Jianwei Zhang, Mei-Hwa Chen, Feng Chen, Carolyn Rosé, Erick Velazquez Godinez, Sylvie Ratté, Bodong Chen, Carol Chan, Jan van Aalst, Christine Yang, Jun Oshima, Cindy Hmelo-Silver, Alyssa Wise. 2017. « Making a difference : Analytics for quality knowledge-building conversations ». 12th International Conference on Computer Supported Collaborative Learning (CSCL) (Philadelphia, PA, USA, July 18-22, 2017) p. 711-718. International Society of the Learning Sciences.

José Ramon Pasillas-Díaz, Sylvie Ratté. 2017. « Bagged subspaces for unsupervised outlier detection ». Computational Intelligence. vol. 33 , nº 3. 17 p. p. 507-523.

Sylvie Ratté, Laura Hernández-Domínguez, Boyd Davis, Charlene Pope, Andres Roche-Bergua, Gerardo Sierra-Martínez. 2017. « Cécilia project : an international multidisciplinary collaboration on the study language in later life ». Affiche présentée lors de la conférence : Corpora for Language and Aging Research (CLARe 3 ) ( Berlin, Allemagne, Mar. 06-08, 2017 )

Erick Velazquez, Sylvie Ratté, Frank de Jong. 2017. « Analyzing students’ knowledge building skills by comparing their written production to syllabus ». Interactive Collaborative Learning: Proceedings of the 19th ICL Conference p. 345-352. Springer International Publishing.

Wael Khreich, Babak Khosravifar, Abdelwahab Hamou-Lhadj, Chamseddine Talhi. 2017. « An anomaly detection system based on variable N-gram features and one-class SVM ». Information and Software Technology. vol. 91 p. 186-197.

Hanine Tout, Chamseddine Talhi, Nadjia Kara, Azzam Mourad. 2017. « Smart mobile computation offloading: Centralized selective and multi-objective approach ». Expert Systems with Applications. vol. 80 p. 1-13.

Mohamed Yassin, Hakima Ould-Slimane, Chamseddine Talhi, Hanifa Boucheneb. 2017. « SQLIIDaaS: A SQL injection intrusion detection framework as a service for SaaS providers ». IEEE 4th International Conference on Cyber-Security and Cloud Computing (CSCloud) (New York, NY, USA, June 26-28, 2017) p. 163-170. IEEE Computer Society.

Marc-Olivier Arsenault, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2016. « Session based communication for vital machine to machine applications ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-14, 2015) p. 917-919. Springer.

Vahid Asghari, Reza Farrahi Moghaddam, Mohamed Cheriet. 2016. « Performance analysis of modified BCube topologies for virtualized data center networks ». Computer Communications. vol. 96 p. 52-61.

Asim Baig, Somaya Al-Maadeed, Ahmed Bouridane, Mohamed Cheriet. 2016. « Direct unsupervised text line extraction from colored historical manuscript images using DCT ». Image Analysis and Recognition : 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings (Povoa de Varzim, Portugal, July 13-16, 2016) p. 753-762. Springer Verlag.

Abdolkhalegh Bayati, Vahid Asghari, Kim Nguyen, Mohamed Cheriet. 2016. « Gaussian process regression based traffic modeling and prediction in high-speed networks ». IEEE Global Communications Conference (GlobeCom) (Washington, DC, USA, Dec. 04-08, 2016) IEEE.

Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet. 2016. « Feature set evaluation for offline handwriting recognition systems: application to the recurrent neural network model ». IEEE Transactions on Cybernetics. vol. 46 , nº 12. 12 p. p. 2825-2836.

Thomas Dandres, Reza Farrahi Moghaddam, Kim Nguyen, Yves Lemieux, Mohamed Cheriet, Rejean Samson. 2016. « Applications and challenges of life cycle assessment in the context of a green sustainable telco cloud ». Smart City 360 - First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) p. 227-238. Springer Verlag.

Thomas Dandres, Rejean Samson, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2016. « The green sustainable telco cloud: Minimizing greenhouse gas emissions of server load migrations between distributed data centres ». International Workshop on Green ICT and Smart Networking (GISN 2016) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 383-387. IEEE.

Homa Davoudi, Mohamed Cheriet, Ehsanollah Kabir. 2016. « Lexicon reduction of handwritten Arabic subwords based on the prominent shape regions ». International Journal on Document Analysis and Recognition. vol. 19 , nº 2. 15 p. p. 139-153.

Charles Despins, Fabrice Labeau, Richard Labelle, Mohamed Cheriet, Alberto Leon-Garcia, Omar Cherkaoui. 2016. « Green communications for carbon emission reductions : architectures and standards ». In Green communications : theoretical fundamentals, algorithms, and applications . p. 125-148. CRC Press.

Meryem Elbaham, Kim Khoa Nguyen, Mohamed Cheriet. 2016. « A traffic visualization framework for monitoring large-scale inter-datacenter network ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 277-281. IEEE.

Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2016. « A novel approach to enabling sustainable actions in the context of smart house/smart city verticals using autonomous, cloud-enabled smart agents ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) p. 913-914. Springer Int Publishing Ag.

Nassim Haddaji, Kim Khoa Nguyen, Mohamed Cheriet. 2016. « Transformative design model towards an end-to-end integrated-optical-packet-network in metro and core networks ». Affiche présentée lors de la conférence : 17th International Network Strategy and Planning Symposium (Networks) ( Montreal, QC, Canada, Sept. 26-28, 2016 )

Zineb Hadjadj, Abdelkrim Meziane, Yazid Cherfa, Mohamed Cheriet, Insaf Setitra. 2016. « ISauvola: Improved Sauvolas algorithm for document image binarization ». Image Analysis and Recognition : 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings (Povoa de Varzim, Portugal, July 13-16, 2016) p. 737-745. Springer Verlag.

Rachid Hedjam, Margaret Kalacska, Max Mignotte, Hossein Ziaei Nafchi, Mohamed Cheriet. 2016. « Iterative classifiers combination model for change detection in remote sensing imagery ». IEEE Transactions on Geoscience and Remote Sensing. vol. 54 , nº 12. p. 6997-7008.

Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet. 2016. « A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences ». Computers in Biology and Medicine. vol. 79 p. 45-58.

Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2016. « Federal Smart House Regulator (FSHR): A self-managing and ecosystemic approach to resource management, automation, and sustainability in smart houses ». Proceedings - 2016 IEEE International Conference on Cloud Engineering Workshops, (IC2EW) (Berlin, Germany, Apr. 4-8, 2016) p. 36-41. IEEE.

Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2016. « SmartRegion: a region-based, distributed approach to software defined networks ». International Journal of Communication Networks and Distributed Systems. vol. 17 , nº 3. p. 206-233.

Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet. 2016. « MUG: A parameterless no-reference jpeg quality evaluator robust to block size and misalignment ». IEEE Signal Processing Letters. vol. 23 , nº 11. p. 1577-1581.

Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet. 2016. « Mean deviation similarity index: Efficient and reliable full-reference image quality evaluator ». IEEE Access. vol. 4 p. 5579-5590.

Duong Tuan Nguyen, Kim Khoa Nguyen, Saida Khazri, Mohamed Cheriet. 2016. « Real-time optimized NFV architecture for internetworking WebRTC and IMS ». International Telecommunications Network Strategy and Planning Symposium (Networks) (Montreal, QC, Canada, Sept. 26-28, 2016) p. 81-88. IEEE.

Kim-Khoa Nguyen, Mohamed Cheriet. 2016. « Virtual edge-based smart community network management ». IEEE Internet Computing. vol. 20 , nº 6. p. 32-41.

Pascal Potvin, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2016. « Hyper heterogeneous cloud-based IMS software architecture: A proof-of-concept and empirical analysis ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) p. 250-262. Springer.

Pascal Potvin, Mahdy Nabaee, Fabrice Labeau, Kim-Khoa Nguyen, Mohamed Cheriet. 2016. « Micro Service cloud computing pattern for next generation networks ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) p. 263-274. Springer International Publishing.

Marta Renakova, Lukas Tencer, Mohamed Cheriet. 2016. « Incremental similarity for real-time on-line incremental learning systems ». Pattern Recognition Letters. vol. 74 p. 61-67.

Ana Carolina Riekstin, Thomas Dandres, Kim Khoa Nguyen, Réjean Samson, Mohamed Cheriet. 2016. « Monitoring and measurement system for green operation of geographically distributed ICT services ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 406-411. IEEE.

Alireza Shameli-Sendi, Rouzbeh Aghababaei-Barzegar, Mohamed Cheriet. 2016. « Taxonomy of information security risk assessment (ISRA) ». Computers & Security. vol. 57 p. 14-30.

Adel Titous, Mohamed Cheriet, Abdelouahed Gherbi. 2016. « Toward an architectural model for highly-dynamic multi-tenant multi-service cloud-oriented platforms ». Smart City 360 - First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Bratislava, Slovakia, Oct. 13-16, 2015) p. 203-214. Springer Verlag.

Shahin Vakilinia, Mohamed Cheriet, Jananjoy Rajkumar. 2016. « Dynamic resource allocation of smart home workloads in the cloud ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 367-370. IEEE.

Shahin Vakilinia, Behdad Heidarpour, Mohamed Cheriet. 2016. « Energy Efficient Resource Allocation in Cloud Computing Environments ». IEEE Access. vol. 4 p. 8544-8557.

Julien Walzberg, Thomas Dandres, Mohamed Cheriet, Réjean Samson. 2016. « How to address behavioral issues in the environmental assessment of complex systems: Case of a smart building ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) p. 911-912. Springer.

Samy Zemmouri, Shahin Vakilinia, Mohamed Cheriet. 2016. « Let's adapt to network change: Towards energy saving with rate adaptation in SDN ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) p. 272-276. IEEE.

Guoqiang Zhong, Yaxin Shi, Mohamed Cheriet. 2016. « Relational Fisher analysis: A general framework for dimensionality reduction ». International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016) p. 2244-2251. Piscataway, NJ, USA : IEEE.

Atefeh Abdolmanafi, Arpan Suravi Prasad, Luc Duong, Nagib Dahdah. 2016. « Classification of coronary artery tissues using optical coherence tomography imaging in Kawasaki disease ». Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 27, 2016) SPIE.

E. Garcia-Cano, F. Arambula-Cosio, L. Duong, C. Bellefleur, M. Roy-Beaudry, J. Joncas, S. Parent, H. Labelle. 2016. « Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis : a preliminary study ». Communication lors de la conférence : 46e Réunion Annuelle de la Société de la Scoliose du Québec ( Estérel, QC, Canada, 20-22 oct. 2016 )

Xavier Jordi Oller, Lina Gundelwein, Joaquim Miro, Luc Duong. 2016. « Automatic stent fitting using CFD estimates of hemodynamic parameters for pulmonary artery stenosis ». Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (CVII-STENT) (Athens, Grece, Oct. 17-21, 2016)

Sofiene Beji, Abdelouahed Gherbi, John Mullins, Pierre-Emmanuel Hladik. 2016. « Model-driven approach to the optimal configuration of time-triggered flows in a TTEthernet network ». System Analysis and Modeling. Technology-Specific Aspects of Models 9th International Conference, SAM 2016, Saint-Melo, France, October 3-4, 2016. Proceedings (Saint-Malo, France, Oct. 03-04, 2016) p. 164-179. Springer International Publishing.

Fereydoun Farrahi Moghaddam, Abdelouahed Gherbi, Yves Lemieux. 2016. « Self-healing redundancy for openstack applications through fault-tolerant multi-agent task scheduling ». 2016 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (Luxembourg, Luxembourg, Dec. 12-15, 2016) p. 572-577. IEEE.

Sardaouna Hamadou, John Mullins, Abdelouahed Gherbi. 2016. « A real-time concurrent constraint calculus for analyzing avionic systems embedded in the IMA connected through TTEthernet ». In Theoretical Information Reuse and Integration Coll. «Advances in Intelligent Systems and Computing», . p. 85-111. Springer Verlag.

Ali Kanso, Hai Huang, Abdelouahed Gherbi. 2016. « Can linux containers clustering solutions offer high availability? ». Communication lors de la conférence : IEEE Third International Workshop on Container Technologies and Container Clouds (WoC 2016) ( Berlin, Germany, Apr. 04-07, 2016 )

Fereydoun Farrahi Moghaddam, Ali Kanso, Abdelouahed Gherbi. 2016. « Simple leaderless consistency protocol ». 2016 IEEE International Conference on Cloud Engineering: Workshop (IC2EW) (Berlin, Germany, Apr. 4-8, 2016) p. 70-75. IEEE Computer Society.

A. Ravanello, A. April, A. Gherbi, A. Abran, J. M. Desharnais, A. Gawanmeh. 2016. « Identifying most relevant performance measures for root cause analysis of performance degradation events on a private cloud computing application: Experiment in an industry environment ». British Journal of Mathematics & Computer Science. vol. 18 , nº 3.

Tiyam Robati, Amine El Kouhen, Abdelouahed Gherbi, John Mullinsi. 2016. « Time-triggered ethernet metamodel: Design and application ». Journal of Software. vol. 11 , nº 10. p. 1040-1053.

Tiyam Robati, Abdelouahed Gherbi, John Mullins. 2016. « A modeling and verification approach to the design of distributed IMA architectures using TTEthernet ». 7th International Conference on Ambient Systems, Networks and Technologies (ANT 2016) / The 6th International Conference on Sustainable Energy Information Technology (SEIT-2016) (Madrid, Spain, May 23-26, 2016) p. 229-236. Elsevier.

Alvine Boaye Belle, Ghizlane El Boussaidi, Sègla Kpodjedo. 2016. « Combining lexical and structural information to reconstruct software layers ». Information and Software Technology. vol. 74 p. 1-16.

Jonathan Cloutier, Sègla Kpodjedo, Ghizlane El boussaidi. 2016. « WAVI: a reverse engineering tool for Web applications ». 2016 IEEE 24th International Conference on Program Comprehension (ICPC) (Austin, TX, USA, May 16-17, 2016) Piscataway, NJ, USA : IEEE.

Christel Kapto, Ghizlane El Boussaidi, Sègla Kpodjedo. 2016. « An approach for detecting architectural tactics and inferring architectural evolution from the source code ». Affiche présentée lors de la conférence : Consortium of Software Engineering Research (CSER Spring Meeting) ( Huntsville, AL, USA, Mar. 22-24, 2016 )

Christel Kapto, Ghizlane El Boussaidi, Sègla Kpodjedo, Chouki Tibermacine. 2016. « Inferring architectural evolution from source code analysis : A tool-supported approach for the detection of architectural tactics ». Software Architecture: 10th European Conference, ECSA 2016 (Copenhagen, Denmark, Nov. 28 - Dec. 2, 2016) p. 149-165. Springer International Publishing.

Mohammad Abu-Lebdeh, Sami Yangui, Diala Naboulsi, Roch Glitho, Constant Wette Tchouati. 2016. « A virtual network PaaS for 3GPP 4G and beyond core network services ». 5th IEEE International Conference on Cloud Networking (Cloudnet) (Pisa, Italy, Oct. 03-05, 2016) p. 7-13. Piscataway, NJ, USA : IEEE.

Marco Gramaglia, Oscar Trullols-Cruces, Diala Naboulsi, Marco Fiore, Maria Calderon. 2016. « Mobility and connectivity in highway vehicular networks: a case study in Madrid ». Computer Communications. vol. 78 p. 28-44.

Diala Naboulsi, Marco Fiore, Stephane Ribot, Razvan Stanica. 2016. « Large-scale mobile traffic analysis: a survey ». IEEE Communications Surveys & Tutorials. vol. 18 , nº 1. p. 124-161.

Audrey Bramy, Sylvie Ratté. 2016. « Written natural language conversation for automatic appointment scheduling ». Communication lors de la conférence : Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) ( Philadelphia, PA, USA, Apr. 01, 2016 )

Rubén Dorado, Sylvie Ratté. 2016. « Active learning based methods for computer assisted development of labeled corpora for text categorization ». Affiche présentée lors de la conférence : Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) ( Philadelphia, PA, USA, Apr. 01, 2016 )

Rubén Dorado, Sylvie Ratté. 2016. « Semisupervised text classification using unsupervised topic information ». Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference (FLAIRS) (Key Largo, FL, USA, May 16-18, 2016) p. 210-213. AAAI Press.

Laura Elena Hernandez-Dominguez, Sylvie Ratté, Boyd Davis, Charlene Pope. 2016. « New contributions to the Carolinas Conversations Collection: A comprehensive dataset for research on language alterations in the elderly ». Communication lors de la conférence : Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) ( Philadelphia, PA, USA, Apr. 01, 2016 )

Laura Hernández-Domínguez, Edgar García-Cano, Sylvie Ratté, Gerardo Sierra-Martínez. 2016. « Detection of alzheimer's disease based on automatic analysis of common objects descriptions ». Proceedings of the 7th Workshop on Cognitive Aspects of Computational Language Learning (Berlin, Allemagne, Aug. 11, 2016) p. 10-15. Association for Computational Linguistics.

Pierre André Ménard, Sylvie Ratté. 2016. « Concept extraction from business documents for software engineering projects ». Automated Software Engineering. vol. 23 , nº 4. p. 649-686.

José Ramón Pasillas-Díaz, Sylvie Ratté. 2016. « An unsupervised approach for combining scores of outlier detection techniques, based on similarity measures ». Electronic Notes in Theoretical Computer Science. vol. 329 p. 61-77.

J. Passillas, S. Ratté. 2016. « Detection and differentiation of crucial data events: a diverse and adaptable approach ensemble of anomaly detection algorithms ». Communication lors de la conférence : Innovation Match MX 2015- 2016 ( Guadalajara, México, Apr. 06-08, 2016 )

Sylvie Ratté, Charlene Pope, Boyd Davis, Laura Hernández-Domínguez. 2016. « Conversing with the elderly in Latin America: a new cohort for multimodal, multilingual longitudinal studies on aging ». 54th Annual Meeting of the ACL (Berlin, Germany, Aug. 07-12, 2016) p. 16-21. Association for Computational Linguistics (ACL).

Erick Velázquez, Sylvie Ratté. 2016. « Comparing news story coverages: Light vs deep analysis ». Affiche présentée lors de la conférence : Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) ( Philadelphia, PA, USA, Apr. 01, 2016 )

Abdelfattah Amamra, Jean-Marc Robert, Andrien Abraham, Chamseddine Talhi. 2016. « Generative versus discriminative classifiers for android anomaly-based detection system using system calls filtering and abstraction process ». Security and Communication Networks. vol. 9 , nº 16. p. 3483-3495.

Toufic Dbouk, Azzam Mourad, Hadi Otrok, Chamseddine Talhi. 2016. « Towards ad-hoc cloud based approach for mobile intrusion detection ». 12th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (New York, NY, USA, Oct. 17-19, 2016) Piscataway, NJ, USA : IEEE.

Azzam Mourad, Hanine Tout, Chamseddine Talhi, Hadi Otrok, Hamdi Yahyaoui. 2016. « From model-driven specification to design-level set-based analysis of XACML policies ». Computers & Electrical Engineering. vol. 52 p. 65-79.

Hicham Abdelfattah, Kim Khoa Nguyen, Mohamed Cheriet. 2015. « Resource consumption assessment for cloud middleware ». Affiche présentée lors de la conférence : International conference on smart sustainable city technologies ( Toronto, ON, Canada, Oct. 13-14, 2015 )

Mohamed Fekih Ahmed, Chamseddine Talhi, Mohamed Cheriet. 2015. « Towards flexible, scalable and autonomic virtual tenant slices ». 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM) (Ottawa, ON, Canada, May 11-15, 2015) p. 720-726. Piscataway, NJ, USA : IEEE.

Marc-Olivier Arsenault, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2015. « Session-based communication for vital machine to machine applications ». Affiche présentée lors de la conférence : International conference on smart sustainable city technologies ( Toronto, ON, Canada, Oct. 13-14, 2015 )

D. Bouchaffra, Mohamed Cheriet, P. M. Jodoin, D. Beck. 2015. « Machine learning and pattern recognition models in change detection ». Pattern Recognition. vol. 48 , nº 3. p. 613-615.

Thomas Dandres, Nathan Vandromme, Glasha Obrekht, Andy Wong, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2015. « Environmental consequences of future data centre deployment in Canada ». Affiche présentée lors de la conférence : 3rd International conference on ICT for sustainability ( Copenhagen, Denmark, Sept. 7-9, 2015 )

Reza Farrahi Moghaddam, Mohamed Cheriet. 2015. « A multiple-expert binarization framework for multispectral images ». 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (Tunis, Tunisia, Aug. 23-26, 2015) p. 321-325. IEEE.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2015. « SmartPacket: re-distributing the routing intelligence among network components in SDNs ». 2015 IEEE International Conference on Cloud Engineering (IC2E) (Tempe, AZ, USA, Mar. 09-12, 2015) p. 293-298. Institute of Electrical and Electronics Engineers Inc..

Rachid Hedjam, Hossein Ziaei Nafchi, Margaret Kalacska, Mohamed Cheriet. 2015. « Influence of color-to-gray conversion on the performance of document image binarization: toward a novel optimization problem ». IEEE Transactions on Image Processing. vol. 24 , nº 11. p. 3637-3651.

Rachid Hedjam, Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Margaret Kalacska, Mohamed Cheriet. 2015. « ICDAR 2015 contest on MultiSpectral text extraction (MS-TEx 2015) ». 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (Tunis, Tunisia, Aug. 23-26, 2015) p. 1181-1185. Piscataway, NJ, USA : IEEE.

Yosr Jarraya, Alireza Shameli-Sendi, Makan Pourzandi, Mohamed Cheriet. 2015. « Multistage OCDO: scalable security provisioning optimization in SDN-based cloud ». 2015 IEEE 8th International Conference on Cloud Computing (CLOUD) (New York, NY, USA, June 27-July 2, 2015) p. 572-579. Los Alamitos, CA, USA : IEEE Computer Society.

Faten M'Hiri, T. Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2015. « Hierarchical segmentation and tracking of coronary arteries in 2D X-ray angiography sequences ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) p. 1707-1711. Piscataway, NJ, USA : IEEE.

Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2015. « Carbon-aware distributed cloud: multi-level grouping genetic algorithm ». Cluster Computing. vol. 18 , nº 1. p. 477-491.

Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet, Yves Lemieux. 2015. « Defining green profit in distributed datacenters ». Affiche présentée lors de la conférence : Adjunct Proceedings of the 29th EnviroInfo and 3rd ICT4S Conference 2015 : Building the knowledge base for environmental action and sustainability ( Copenhagen, Denmark, Sept. 7-9, 2015 )

Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2015. « 40 Gbps access for Metro networks: implications in terms of sustainability and innovation from an LCA perspective ». EnviroInfo & ICT4S, Conference Proceedings (Copenhagen, Denmark, Sept. 6-9, 2015) p. 251-260. Atlantis Press.

K. K. Nguyen, Mohamed Cheriet. 2015. « Environment-aware virtual slice provisioning in green cloud environment ». IEEE Transactions on Services Computing. vol. 8 , nº 3. p. 507-519.

Abdelmalik Ouamane, Messaoud Bengherabi, Abdenour Hadid, Mohamed Cheriet. 2015. « Side-information based exponential discriminant analysis for face verification in the wild ». 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG 2015) (Ljubljana, Slovenia, May 04-08, 2015) Institute of Electrical and Electronics Engineers.

M. Režnáková, L. Tencer, Mohamed Cheriet. 2015. « SO-ARTIST: Self-organized ART-2A inspired clustering for online Takagi-Sugeno fuzzy models ». Applied Soft Computing. vol. 31 p. 132-152.

Marta Režnáková, Lukas Tencer, Réjean Plamondon, Mohamed Cheriet. 2015. « The generation of synthetic handwritten data for improving on-line learning ». Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics (Pointe-à-Pitre & Saint-Claude, Guadeloupe, June 21-25, 2015) p. 55-58. Université des Antilles - Service commun de la documentation, bibliothèques et édition numériques.

Abdenour Sehad, Youcef Chibani, Mohamed Cheriet, Yacine Yaddaden. 2015. « Co-occurrence matrix for ancient degraded document image binarization ». 2émes Journées Scientifiques du Laboratoire Communication Parlée et Traitement des Signaux (LCPTS)

Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet. 2015. « LBP-based degraded document image binarization ». 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA) (Orléans, France, Nov. 10-13, 2015) p. 213-217. Piscataway, NJ, USA : IEEE.

Alireza Shameli-Sendi, Yosr Jarraya, Mohamed Fekih-Ahmed, Makan Pourzandi, Chamseddine Talhi, Mohamed Cheriet. 2015. « Optimal placement of sequentially ordered virtual security appliances in the cloud ». 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM) (Ottawa, ON, Canada, May 11-15, 2015) p. 818-821. Piscataway, NJ, USA : IEEE.

Alireza Shameli-Sendi, Habib Louafi, Wenbo He, Mohamed Cheriet. 2015. « A defense-centric model for multi-step attack damage cost evaluation ». 2015 3rd International Conference on Future Internet of Things and Cloud (FiCloud) (Rome, Italy, Aug. 24-26, 2015) p. 145-149. IEEE.

Alireza Shameli-Sendi, Makan Pourzandi, Mohamed Fekih-Ahmed, Mohamed Cheriet. 2015. « Taxonomy of Distributed Denial of Service mitigation approaches for cloud computing ». Journal of Network and Computer Applications. vol. 58 p. 165-179.

Tara Nath Subedi, Kim Khoa Nguyen, Mohamed Cheriet. 2015. « OpenFlow-based in-network Layer-2 adaptive multipath aggregation in data centers ». Computer Communications. vol. 61 p. 58-69.

L. Tencer, M. Reznakova, Mohamed Cheriet. 2015. « TITS-FM: Transductive incremental Takagi-Sugeno fuzzy models ». Applied Soft Computing Journal. vol. 26 p. 531-544.

Lukas Tencer, Marta Reznakova, Mohamed Cheriet. 2015. « Evaluation of techniques for signature classification from accelerometer and gyroscope data ». 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (Tunis, Tunisia, Aug. 23-26, 2015) p. 1066-1070. Piscataway, NJ, USA : IEEE.

Lukas Tencer, Marta Režnáková, Mohamed Cheriet. 2015. « Online sketch recognition with incremental fuzzy models ». Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics (Pointe-à-Pitre & Saint-Claude, Guadeloupe, June 21-25, 2015) p. 25-28. Université des Antilles - Service commun de la documentation, bibliothèques et édition numériques.

Lukas Tencer, Marta Režnáková, Mohamed Cheriet. 2015. « Universum learning for semi-supervised signature recognition from spatio-temporal data ». Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics (Pointe-à-Pitre & Saint-Claude, Guadeloupe, June 21-25, 2015) p. 139-142. Université des Antilles - Service commun de la documentation, bibliothèques et édition numériques.

Marc Antonio Torrez Rojas, Nelson Mimura Gonzalez, Fernando Sbampato, Fernando Redigolo, Tereza Cristina Melo de Brito Carvalho, Kim Koa Nguyen, Mohamed Cheriet. 2015. « Inclusion of security requirements in SLA lifecycle management for cloud computing ». 2015 IEEE 2nd Workshop on Evolving Security and Privacy Requirements Engineering (ESPRE) (Ottawa, ON, Canada, Aug. 20-25, 2015) p. 7-12. IEEE.

Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet. 2015. « Effective document image deblurring via gradient histogram preservation ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) p. 779-783. Piscataway, NJ, USA : IEEE.

Guoqiang Zhong, Mohamed Cheriet. 2015. « Tensor representation learning based image patch analysis for text identification and recognition ». Pattern Recognition. vol. 48 , nº 4. p. 1211-1224.

H. Ziaei Nafchi, A. Shahkolaei, R. Farrahi Moghaddam, Mohamed Cheriet. 2015. « FSITM: a feature similarity index for tone-mapped images ». IEEE Signal Processing Letters. vol. 22 , nº 8. p. 1026-1029.

E. Garcia-Cano, F. Arambula-Cosio, L. Duong. 2015. « Ensemble-of-classifier approach for 3D classification of spinal deformities ». Communication lors de la conférence : 45e Réunion annuelle de la Société de Scoliose du Québec (SSQ) ( L'Estérel, QC, Canada, Oct. 15-17, 2015 )

Lina Gundelwein, Joaquim Miro, Luc Duong. 2015. « Automatic stent placement and stent size selection for preoperative planning of pulmonary artery intervention ». Affiche présentée lors de la conférence : Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (MICCAI CVII-STENT) ( Munich, Germany, Oct. 5, 2015 )

J. P. Martin, C. Desrosiers, L. Duong. 2015. « Utilisation d'un fantôme multimodalité cardiothoracique (XCAT) pour la validation d'algorithmes de compensation de mouvement ». Communication lors de la conférence : 6e Journée Cardio-pédiatrique et Foeto-maternelle en recherche (JCF 2015) ( Montréal, QC, Canada, 19 mars 2015 )

Sardaouna Hamadou, John Mullins, Christophe Chareton, Abdelouahed Gherbi. 2015. « Specifying avionic embedded systems by denotations of the time-triggered constraint-based calculus ». 2015 IEEE 16th International Conference on Information Reuse and Integration (IRI) (San Francisco, CA, USA, Aug. 13-15, 2015) p. 303-310. Los Alamitos, CA, USA : IEEE Computer Society.

Sardaouna Hamadou, John Mullins, Abdelouahed Gherbi, Sofiene Beji. 2015. « A time-triggered constraint-based calculus for avionic systems ». 2015 IEEE 18th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW), 13-17 April 2015 (Auckland, New Zealand, Apr. 13-17, 2015) p. 58-65. Los Alamitos, CA, USA : IEEE Computer Society.

Amine El Kouhen, Abdelouahed Gherbi, Cédric Dumoulin, Ferhat Khendek. 2015. « On the semantic transparency of visual notations: experiments with UML ». SDL 2015: Model-Driven Engineering for Smart Cities 17th International SDL Forum, 12-14 Oct. 2015, Proceedings (Berlin, Germany, Oct. 12-14, 2015) p. 122-137. Springer International Publishing.

Amine El Kouhen, Abdelouahed Gherbi, Cédric Dumoulin, Ferhat Khendek. 2015. « On the semantic transparency of visual notations: experiments with UML ». Communication lors de la conférence : SDL 2015: Model-Driven Engineering for Smart Cities 17th International SDL Forum ( Berlin, Germany, Oct. 12-14, 2015 )

Anderson Ravanello, Luis Villalpando, Jean-Marc Desharnais, Alain April, Abdelouahed Gherbi. 2015. « Associating performance measures with perceived end user performance: ISO 25023 compliant low level derived measures ». The Sixth International Conference on Cloud Computing, GRIDs, and Virtualization. CLOUD COMPUTING 2015 (Nice, France, March 22-27, 2015) International Academy, Research, and Industry Association.

Tiyam Robati, Amine El Kouhen, Abdelouahed Gherbi, John Mullins. 2015. « Simulation-based verification of avionic systems deployed on IMA architectures ». MoDELS P and D 2015 - Proceedings of the MoDELS 2015 Demo and Poster Session, co-located with ACM/IEEE 18th International Conference on Model Driven Engineering Languages and Systems (MoDELS'15) (Ottawa, ON, Canada, Sept. 27 2015) p. 56-59. CEUR-WS.

Li Wubin, A. Kanso, Abdelouahed Gherbi. 2015. « Leveraging Linux containers to achieve high availability for cloud services ». 2015 IEEE International Conference on Cloud Engineering (IC2E) (Tempe, AZ, USA, Mar. 9-13, 2015) p. 76-83. Los Alamitos, CA, USA : IEEE Computer Society.

Alvine Boaye Belle, Ghizlane El Boussaidi, Christian Desrosiers, Segla Kpodjedo, Hafedh Mili. 2015. « The layered architecture recovery as a quadratic assignment problem ». Software Architecture : 9th European Conference, ECSA 2015, Dubrovnik/Cavtat, Croatia, September 7–11, 2015, Proceedings (Cham, Switzerland, Sept. 7-11, 2015) p. 339-354. Springer International Publishing.

Jonathan Cloutier, Sègla Kpodjedo. 2015. « Reverse engineering and visualization of web application's structure ». Affiche présentée lors de la conférence : Consortium of Software Engineering Research (CSER 2015, Spring Meeting) ( Montreal, QC, Canada, Mar. 1, 2015 )

Christel Kapto, Ghizlane El boussaidi, Sègla Kpodjedo. 2015. « Towards inferring architectural intention from software evolution ». Affiche présentée lors de la conférence : Consortium of Software Engineering Research (CSER 2015, Spring Meeting) ( Montreal, QC, Canada, Mar. 1, 2015 )

Sana Maki, Sègla Kpodjedo, Ghizlane El Boussaidi. 2015. « Context extraction in recommendation systems in software engineering: a preliminary survey ». Proceedings of the 25th Annual International Conference on Computer Science and Software Engineering (Markham, ON, Canada, Nov. 2-4, 2015) p. 151-160. Riverton, NJ, USA : IBM Corp..

Sana Maki, Sègla Kpodjedo, Ghizlane El Boussaidi. 2015. « Towards a generic framework for recommendation systems in software engineering - A preliminary analysis of RSSE tools ». Affiche présentée lors de la conférence : Consortium of Software Engineering Research (CSER 2015, Spring Meeting) ( Montreal, QC, Canada, Mar. 1, 2015 )

Aris Leivadeas, Chrysa Papagianni, Symeon Papavassiliou. 2015. « Going green with the networked cloud: Methodologies and assessment ». In Quantitative Assessments of Distributed Systems: Methodologies and Techniques . p. 351-374. John Wiley and Sons Inc.

Héctor F. Gomez A, Rafael Martinez Tomas, Susana Arias Tapia, Antonio Fernandez Caballero, Sylvie Ratté, Alexandra Gonzalez Eras, Patricia Ludena Gonzalez. 2015. « Identification of loitering human behaviour in video surveillance environments ». Artificial Computation in Biology and Medicine : International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015, Elche, Spain, June 1-5, 2015, Proceedings, Part I (Elche, Spain, June 1-5, 2015) p. 516-525. Springer Verlag.

J. Rúas-Araújo, M. I. Punín Larrea, H. Gómez Alvarado, P. Cuesta-Morales, S. Ratté. 2015. « Neuroscience applied to perception analysis: Heart and emotion when listening to Ecuador’s national anthem ». Revista Latina de Comunicacion Social. vol. 70 p. 401-422.

Susana Alexandra Arias Tapia, A. Héctor F. Gomez, José Barbosa Corbacho, Sylvie Ratté, Juan Torres-Diaz, Pablo Vicente Torres-Carrion, Juan Manuel García. 2015. « A contribution to the method of automatic identification of human emotions by using semantic structures ». Proceedings of 2014 International Conference on Interactive Collaborative Learning (ICL) (Dubai, United Arab Emirates, Dec. 03-06, 2014) p. 60-70. Institute of Electrical and Electronics Engineers Inc..

Manel Abdellatif, Chamseddine Talhi, Abdelwahab Hamou-Lhadj, Michel Dagenais. 2015. « On the use of mobile GPU for accelerating malware detection using trace analysis ». 2015 IEEE 34th Symposium on Reliable Distributed Systems Workshop (SRDSW) (Montreal, QC, Canada, Sept. 28-Oct. 1, 2015) p. 42-46. Los Alamitos, CA, USA : IEEE Computer Society.

Abdelfattah Amamra, Jean-Marc Robert, Chamseddine Talhi. 2015. « Enhancing malware detection for Android systems using a system call filtering and abstraction process ». Security and Communication Networks. vol. 8 , nº 7. p. 1179-1192.

Maroua Ben Attia, Chamseddine Talhi, Abdelwahab Hamou-Lhadj, Babak Khosravifar, Vincent Turpaud, Mario Couture. 2015. « On-device anomaly detection for resource-limited systems ». Proceedings of the 30th Annual ACM Symposium on Applied Computing (Salamanca, Spain, April 13-17, 2015) p. 548-554. ACM.

Mohamed Ali El-Serngawy, Chamseddine Talhi. 2015. « CaptureMe: attacking the user credential in mobile banking applications ». 2015 IEEE Trustcom/BigDataSE/ISPA (Helsinki, Finland, Aug. 20-22, 2015) p. 924-933. Los Alamitos, CA, USA : IEEE Computer Society.

Djedjiga Mouheb, Mourad Debbabi, Makan Pourzandi, Lingyu Wang, Mariam Nouh, Raha Ziarati, Dima Alhadidi, Chamseddine Talhi, Vitor Lima. 2015. « Aspect-Oriented Security Hardening of UML Design Models ». Springer International Publishing. 237 p.

Hanine Tout, Azzam Mourad, Chamseddine Talhi. 2015. « Model-driven specification and design-level analysis of XACML policies ». Proceedings of 2nd ICNGCCT 2015 (Dubai, United Arab Emirates, Apr. 22-23, 2015) Zeus International FZE.

Hanine Tout, Azzam Mourad, Chamseddine Talhi, Hadi Otrok. 2015. « AOMD approach for context-adaptable and conflict-free Web services composition ». Computers and Electrical Engineering. vol. 44 p. 200-217.

Hanine Tout, Chamseddine Talhi, Nadjia Kara, Azzam Mourad. 2015. « Towards an offloading approach that augments multi-persona performance and viability ». 2015 12th Annual IEEE Consumer Communications and Networking Conference (CCNC) (Las Vegas, NV, USA, Jan. 9-12, 2015) p. 455-460. Piscataway, NJ, USA : IEEE.

Youssouf Chherawala, Mohamed Cheriet. 2014. « Arabic word descriptor for handwritten word indexing and lexicon reduction ». Pattern Recognition. vol. 47 , nº 10. p. 3477-3486.

Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet. 2014. « Context-dependent BLSTM models. Application to offline handwriting recognition ». 2014 IEEE International Conference on Image Processing (ICIP) (Paris, France, Oct. 27-30, 2014) p. 2565-2569. Piscataway, N. J., USA : IEEE.

T. Dandres, R. Farrahi Moghaddam, K.-K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014. « Real-time optimization of a Green Sustainable Telco Cloud network of servers using consequential life cycle assessement ». Society and Materials International Conference (SAM8), Liège, Belgium (2014) (Liège, Belgium, May 21-22, 2014)

T. Dandres, R. Samson, R. Farrahi Moghaddam, K. K. Nguyen, M. Cheriet, Y. Lemieux. 2014. « Framework for monitoring and optimizing environmental impacts in information and communication technology systems ». Affiche présentée lors de la conférence : ICT for Sustainability 2014 (ICT4S 2014) ( Stockholm, Sweden, Aug. 24-27, 2014 )

Thomas Dandres, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2014. « Minimization of telco cloud emissions based on marginal electricity management ». Affiche présentée lors de la conférence : ICT for Sustainability 2014 (ICT4S 2014) ( Stockholm, Sweden, Aug. 24-27, 2014 )

Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2014. « IIGHGINT: a generalization to the modified GHG intensity universal indicator toward a production/consumption insensitive border carbon tax ». In Progress in Economics Research 29. p. 131-147. Nova Science Publishers, Inc..

Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Thomas Dandres, Yves Lemieux, Réjean Samson, Mohamed Cheriet. 2014. « Challenges and complexities in application of LCA approaches in the case of ICT for a sustainable future ». ICT for Sustainability 2014 (ICT4S 2014) (Stockholm, Sweden, Aug. 24-27, 2014) p. 155-164. Atlantis Press.

Mohamed Fekih Ahmed, Chamseddine Talhi, Makan Pourzandi, Mohamed Cheriet. 2014. « A software-defined scalable and autonomous architecture for multi-tenancy ». 2014 IEEE International Conference on Cloud Engineering (IC2E) (Boston, MA, USA, Mar. 11-14, 2014) p. 568-573. Los Alamitos, CA, USA : IEEE Computer Society.

Zineb Hadjadj, Abdelkrim Meziane, Mohamed Cheriet, Yazid Cherfa. 2014. « An active contour based method for image binarization: application to degraded historical document images ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Greece, Sept. 01-04, 2014) p. 655-660. Los Alamitos, CA, USA : IEEE Computer Society.

Zineb Hadjadj, Abdelkrim Meziane, Mohamed Cheriet, Yazid Cherfa. 2014. « An active contour based method for image binarization: application to degraded historical document images ». 4th International Symposium ISKO-Maghreb: Concepts and Tools for Knowledge Management (CERIST) (Algiers, Algeria, Nov. 09-10, 2014) Piscataway, NJ, USA : IEEE.

Rachid Hedjam, Mohamed Cheriet, Margaret Kalacska. 2014. « Constrainted energy maximization and self-referencing method for invisible ink detection from multispectral historical document images ». 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) p. 3026-3031. IEEE.

E. Maurice, T. Dandres, R. Farrahi Moghaddam, K. K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014. « Carbon footprint reduction of a cloud computing service using a predictive dynamic LCA model ». Society and Materials International Conference (SAM8) (Liège, Belgium, May 21-22, 2014)

E. Maurice, T. Dandres, R. F. Moghaddam, K. K. Nguyen, M. Cheriet, R. Samson. 2014. « Green sustainable telco cloud provisioning for smart city ». Affiche présentée lors de la conférence : TISED Annual Symposium ( Montréal, QC, Canada, 17-18 mars 2014 )

Elsa Maurice, Thomas Dandres, Réjean Samson, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014. « Modelling of electricity mix in temporal differentiated life-cycle-assessment to minimize carbon footprint of a cloud computing service ». ICT for Sustainability 2014, ICT4S 2014 (Stockholm, Sweden, Aug. 24-27, 2014) p. 290-298. Atlantis Press.

F. M'Hiri, N. Dahdah, L. Duong, C. Desrosiers, M. Leye, J. Miró, M. Cheriet. 2014. « Analyse automatique de distensibilité des artères à partir des séquences angiographiques 2D ». Communication lors de la conférence : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JCF) ( Montreal, QC, Canada, Fév. 2014 )

Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Mohamed Cheriet. 2014. « Phase-based binarization of ancient document images: Model and applications ». IEEE Transactions on Image Processing. vol. 23 , nº 7. p. 2916-2930.

Kim Khoa Nguyen, Mohamed Cheriet. 2014. « Sustainable broadband provisioning in next-generation smart university campus ». Affiche présentée lors de la conférence : ICT for Sustainability 2014 (ICT4S 2014) ( Stockholm, Sweden, Aug. 24-27, 2014 )

Kim-Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014. « Virtual slice assignment in large-scale cloud interconnects ». IEEE Internet Computing. vol. 18 , nº 4. p. 37-46.

Abdelmalik Ouamane, Bengherabi Messaoud, Abderrezak Guessoum, Abdenour Hadid, Mohamed Cheriet. 2014. « Multi scale multi descriptor local binary features and exponential discriminant analysis for robust face authentication ». 2014 IEEE International Conference on Image Processing (ICIP) (Paris, France, Oct. 27-30, 2014) p. 313-317. Institute of Electrical and Electronics Engineers Inc..

P. P. Roy, Y. Chherawala, Mohamed Cheriet. 2014. « Deep-belief-network based rescoring approach for handwritten word recognition ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Greece, Sept. 1-4, 2014) p. 506-511. Los Alamitos, CA, USA : IEEE Computer Society.

A. Sehad, Y. Chibani, Mohamed Cheriet. 2014. « Gabor filters for degraded document image binarization ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Greece, Sept. 1-4, 2014) p. 702-707. Los Alamitos, CA, USA : IEEE Computer Society.

Alireza Shameli-Sendi, Mohamed Cheriet. 2014. « Cloud computing: a risk assessment model ». 2014 IEEE International Conference on Cloud Engineering (IC2E) (Boston, MA, USA, Mar. 11-14, 2014) p. 147-152. Los Alamitos, CA, USA : IEEE Computer Society.

Alireza Shameli-Sendi, Mohamed Cheriet, Abdelwahab Hamou-Lhadj. 2014. « Taxonomy of intrusion risk assessment and response system ». Computers and Security. vol. 45 p. 1-16.

N. Vandromme, T. Dandres, G. Obrekht, A. Wong, R. Farrahi Moghaddam, K.-K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014. « Coupling partial energy model with Consequential Life Cycle Analysis in order to evaluate the long-term Impacts of the implantation of data-centers in Canada ». Society and Materials International Conference (SAM8), Liège, Belgium (2014) (Liège, Belgium, May 21-22, 2014)

Nathan Vandromme, Thomas Dandres, Elsa Maurice, Réjean Samson, Saida Khazri, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014. « Life cycle assessment of videoconferencing with call management servers relying on virtualization ». ICT for Sustainability 2014, ICT4S 2014 (Stockholm, Sweden, Aug. 24-27, 2014) p. 281-289. Atlantis Press.

Guoqiang Zhong, Mohamed Cheriet. 2014. « Large margin low rank tensor analysis ». Neural Computation. vol. 26 , nº 4. p. 761-780.

Guoqiang Zhong, Mohamed Cheriet. 2014. « Low rank tensor manifold learning ». In Low-Rank and Sparse Modeling for Visual Analysis . p. 133-150. Springer International Publishing.

J. P. Martin, C. Desrosiers, L. Duong. 2014. « Compensation du mouvement cardiorespiratoire à partir de coronarographies ». Communication lors de la conférence : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JFC) ( Montreal, QC, Canada, Fév. 2014 )

E. Vachon, J. Miró, L. Duong. 2014. « Étude préliminaire sur la reconstruction 3D du guide à partir d'images fluoroscopiques ». Communication lors de la conférence : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JCF) ( Montreal, QC, Canada, Fév. 2014 )

S. Beji, S. Hamadou, Abdelouahed Gherbi, J. Mullins. 2014. « SMT-based cost optimization approach for the integration of avionic functions in IMA and TTEthernet architectures ». 2014 IEEE/ACM 18th International Symposium on Distributed Simulation and Real Time Applications (DS-RT). Proceedings (Toulouse, France, Oct. 1-3, 2014) p. 165-174. Los Alamitos, CA, USA : IEEE Computer Society.

Amine El Kouhen, Abdelouahed Gherbi, Cédrick Dumoulin. 2014. « Improving semantic transparency of committee-designed languages through crowd-sourcing ». 14th DSM : Systems, Programming, Languages and Applications: Software for Humanity (SPLASH) (Portland, OR, USA, Oct. 20-24, 2014)

Amine El Kouhen, Abdelouahed Gherbi, Cédric Dumoulin, Pierre Boulet, Sébastien Gérard. 2014. « MID: A MetaCASE tool for a better reuse of visual notations ». System Analysis and Modeling: Models and Reusability : 8th International Conference, SAM 2014, Valencia, Spain, September 29-30, 2014. Proceedings (Valencia, Spain, Sept. 29-30, 2014) p. 16-31. Cham, Switzerland : Springer International Publishing.

Amine El Kouhen, Abdelouahed Gherbi, Cédric Dumoulin, Pierre Boulet, Sébastien Gérard. 2014. « MID: A MetaCASE tool for a better reuse of visual notations ». Communication lors de la conférence : System Analysis and Modeling: Models and Reusability : 8th International Conference, SAM 2014 ( Valencia, Spain, Sept. 29-30, 2014 )

A. Ravanello, Jean-Marc Desharnais, L. E. Bautista Villalpando, Alain April, Abdelouahed Gherbi. 2014. « Performance measurement for cloud computing applications using ISO 25010 standard characteristics ». 2014 Joint Conference of the International Workshop on Software Measurement and the International Conference on Software Process and Product Measurement. (IWSM-MENSURA). Proceedings (Rotterdam, Netherlands, Oct. 6-8, 2014) p. 41-49. Los Alamitos, CA, USA : IEEE Computer Society.

Tiyam Robati, Amine El Kouhen, Abdelouahed Gherbi, Hamadou Sardadouna, John Mullins. 2014. « An extension for AADL to model mixed-criticality avionic systems deployed on IMA architectures with TTEthernet ». Proceedings of the First International Workshop on Architecture Centric Virtual Integration co-located with the 17th International Conference on Model Driven Engineering Languages and Systems (MoDELS 2014), Valencia, Spain, September 29, 2014 (Valencia, Spain, Sept. 28-Oct. 3, 2014) p. 14-27. Valencia, Spain : CEUR-WS.

M. Turenne, A. Kanso, Abdelouahed Gherbi, S. Razzook. 2014. « A tool chain for generating the description files of highly available software ». ASE 2014 - Proceedings of the 29th ACM/IEEE International Conference on Automated Software Engineering (Vasteras, Sweden, Sept. 15-19, 2014) p. 867-870. Association for Computing Machinery.

Maxime Turenne, Ali Kanso, Abdelouahed Gherbi, Ronan Barrett. 2014. « Automatic generation of description files for highly available services ». Software Engineering for Resilient Systems. 6th International Workshop, SERENE 2014, Budapest, Hungary, October 15-16, 2014. Proceedings (Budapest , Hungary, Oct. 15-16, 2014) p. 40-54. Cham, Switzerland : Springer International Publishing.

Segla Kpodjedo, Philippe Galinier, Giuliano Antoniol. 2014. « Using local similarity measures to efficiently address approximate graph matching ». Discrete Applied Mathematics. vol. 164 , nº Part 1. p. 161-177.

Marco Gramaglia, Oscar Trullols-Cruces, Diala Naboulsi, Marco Fiore, Maria Calderon. 2014. « Vehicular networks on two Madrid highways ». Eleventh Annual IEEE International Conference on Sensing, Communication and Networking (SECON) (Singapor, Singapor, June 30-July 03, 2014) p. 423-431. Piscataway, NJ, USA : IEEE.

Diala Naboulsi, Marco Fiore, Carla-Fabiana Chiasserini. 2014. « Assessment of practical energy savings in cellular networks ». Affiche présentée lors de la conférence : IEEE INFOCOM 2014 Student Workshop ( Toronto, ON, Canada, Apr. 27-May 02, 2014 )

Diala Naboulsi, Razvan Stanica, Marco Fiore. 2014. « Classifying call profiles in large-scale mobile traffic datasets ». IEEE INFOCOM 2014 - IEEE Conference on Computer Communications (Toronto, ON, Canada, Apr. 27-May 02, 2014) p. 1806-1814. Piscataway, NJ, USA : IEEE.

Susana A. Arias Tapia, Sylvie Ratté, Hector F. Gomez A, Alexandra Gonzalez Eras, José Barbosa, Juan Carlos Torres, Ruth Reategui Rojas, Priscila Valdiviezo Diaz, Franco Guaman Bastidas, Guido Eduardo Riofrio Calderon, Juan Manuel Garcia Samaniego. 2014. « First contribution to complex emotion recognition in patients with Alzheimer's Disease ». Ambient Assisted Living and Daily Activities. 6th International Work-Conference, IWAAL 2014. Proceedings (Belfast, Ireland, Dec. 2-5, 2014) p. 341-347. Cham, Switzerland : Springer International Publishing.

Erick Velazquez-Godinez, Sylvie Ratté, Christian Desrosiers. 2014. « Alignement informatif d'un corpus bilingue de nouvelles ». Communication lors de la conférence : Congrès de l'ACFAS ( Montréal, QC, Canada, 12-16 mai 2014 )

Mohamed Ali El-Serngawy, Chamseddine Talhi. 2014. « Securing business data on android smartphones ». Mobile Web Information Systems : 11th International Conference, MobiWIS 2014, Barcelona, Spain, August 27-29, 2014. Proceedings (Barcelona, Spain, Aug. 27-29, 2014) p. 218-232. Cham, Switzerland : Springer International Publishing.

Z. Boulkenafet, M. Bengherabi, F. Harizi, O. Nouali, M. Cheriet. 2013. « Forensic evidence reporting using GMM-UBM, JFA and I-vector methods: Application to Algerian Arabic dialect ». 2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA) (Trieste, Italy, Sept. 4-6, 2013) p. 404-409. Piscataway, NJ, USA : IEEE.

Z. Boulkenafet, M. Bengherabi, O. Nouali, Mohamed Cheriet. 2013. « Using the conformal embedding analysis to compensate the channel effect in the I-vector based speaker verification system ». 2013 International Conference of the Biometrics Special Interest Group (BIOSIG) (Darmstadt, Germany, Sept. 5-6, 2013) Piscataway, N. J., USA : IEEE.

Mohamed Cheriet, R. Farrahi Moghaddam, R. Hedjam. 2013. « A learning framework for the optimization and automation of document binarization methods ». Computer Vision and Image Understanding. vol. 117 , nº 3. p. 269-280.

Mohamed Cheriet, Reza Farrahi Moghaddam, Rachid Hedjam. 2013. « Visual language processing (VLP) of ancient manuscripts: converting collections to windows on the past ». 7th IEEE GCC Conference and Exhibition (Doha, Qatar, Nov. 17-20, 2013) p. 407-412. IEEE.

Mohamed Cheriet, Reza Farrahi Moghaddam, Ehsan Arabnejad, Guoqiang Zhong. 2013. « Manifold learning for the shape-based recognition of historical arabic documents ». In Handbook of Statistics : Machine Learning : Theory and Applications 31. p. 471-491. Elsevier.

Y. Chherawala, P. P. Roy, Mohamed Cheriet. 2013. « Feature Design for Offline Arabic Handwriting Recognition: Handcrafted vs Automated? ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 290-294. Piscataway, N. J., USA : IEEE.

Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2013. « A modified GHG intensity indicator: Toward a sustainable global economy based on a carbon border tax and emissions trading ». Energy Policy. vol. 57 p. 363-380.

Zhong Guoqiang, Y. Chherawala, Mohamed Cheriet. 2013. « An empirical evaluation of supervised dimensionality reduction for recognition ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 1315-1319. Piscataway, N. J., USA : IEEE.

Rachid Hedjam, Mohamed Cheriet. 2013. « Ground-truth estimation in multispectral representation space: Application to degraded document image binarization ». Proceedings - 12th International Conference on Document Analysis and Recognition (ICDAR) (Washington D.C., USA, Aug. 25-28, 2013) p. 190-194. Washington, D. C., USA : IEEE Computer Society.

Rachid Hedjam, Mohamed Cheriet. 2013. « Historical document image restoration using multispectral imaging system ». Pattern Recognition. vol. 46 , nº 8. p. 2297-2312.

F. M'Hiri, P. Adjagba, M. Bakloul, C. Desrosiers, L. Duong, M. Cheriet, C. Lapierre, J. Miró. 2013. « Extraction de structures vasculaires à partir d'angiographies 2D ». Communication lors de la conférence : 4ème Journée Cardio-pédiatrique et Foeto-maternelle (JCF) ( Montreal, QC, Canada, Mars 2013 )

F. M'Hiri, L. Duong, C. Desrosiers, M. Cheriet. 2013. « Automatic image of angiographic sequences for treatment of pediatric coronary diseases ». Affiche présentée lors de la conférence : 2nd MEDTEQ Forum ( Montreal, QC, Canada, Oct. 2013 )

Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2013. « Vessel Walker: Coronary Arteries Segmentation Using Random Walks And Hessian-Based Vesselness Filter ». 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013) (San Francisco, CA, USA, Apr. 7-11, 2013) p. 918-921. Piscataway, NJ, USA : IEEE.

R. F. Moghaddam, F. F. Moghaddam, Mohamed Cheriet. 2013. « Unsupervised Ensemble of Experts (EoE) framework for automatic binarization of document images ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 703-707. Piscataway, N. J., USA : IEEE.

H. Z. Nafchi, S. M. Ayatollahi, R. F. Moghaddam, Mohamed Cheriet. 2013. « An efficient ground truthing tool for binarization of historical manuscripts ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 807-811. Piscataway, N. J., USA : IEEE.

H. Z. Nafchi, R. F. Moghaddam, Mohamed Cheriet. 2013. « Application of phase-based features and denoising in postprocessing and binarization of historical document images ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 220-224. Piscataway, N. J., USA : IEEE.

Kim-Khoa Nguyen, Mohamed Cheriet. 2013. « Enabling infrastructure as a service (IaaS) on IP networks: From distributed to virtualized control plane ». IEEE Communications Magazine. vol. 51 , nº 1. p. 136-144.

Kim-Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Michel Savoie, Bobby Ho. 2013. « Powering a data center network via renewable energy: A green testbed ». IEEE Internet Computing. vol. 17 , nº 1. p. 40-49.

M. Renakova, L. Tencer, Mohamed Cheriet. 2013. « ARTIST: ART-2A Driven Generation of Fuzzy Rules for Online Handwritten Gesture Recognition ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 354-358. Piscataway, N. J., USA : IEEE.

David Rivest-Henault, Mohamed Cheriet. 2013. « 3-D curvilinear structure detection filter via structure-ball analysis ». IEEE Transactions on Image Processing. vol. 22 , nº 7. p. 2849-2863.

A. Sehad, Y. Chibani, Mohamed Cheriet, Y. Yaddaden. 2013. « Ancient degraded document image binarization based on texture features ». 2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA) (Trieste, Italy, Sept. 4-6, 2013) p. 189-193. Piscataway, NJ, USA : IEEE.

L. Tencer, M. Renakova, Mohamed Cheriet. 2013. « Sketch-based retrieval of document illustrations and regions of interest ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) p. 728-732. Piscataway, N. J., USA : IEEE.

Guoqiang Zhong, Mohamed Cheriet. 2013. « Adaptive error-correcting output codes ». IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence (Beijing, China, Aug. 3-9, 2013) p. 1932-1938. International Joint Conferences on Artificial Intelligence.

Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Mohamed Cheriet. 2013. « Historical document binarization based on phase information of images ». Computer Vision : ACCV 2012 Workshops : ACCV 2012 International Workshops (Daejeon, South Korea, Nov. 05-06, 2012) p. 1-12. Springer.

Himani Arora, K. K. Shukla, Luc Duong. 2013. « Stent fitting using cylindrical affine transformation model for pulmonary artery ». International Journal of Computer Applications. vol. 70 , nº 19. p. 36-41.

Yiyong Sun, Rui Liao, Luc Duong, Frank Sauer, Chenyang Xu. 2013-04-23. « Coronary reconstruction from rotational X-ray projection sequence ».

Ferhat Khendek, Maria Toeroe, Rick Reed, Abdelouahed Gherbi. 2013. « SDL 2013: Model-Driven Dependability Engineering : 16th International SDL Forum, Montreal, Canada, June 26-28, 2013. Proceedings ». Berlin, Germany : Springer Verlag. 291 p.

Ferhat Khendek, Maria Toeroe, Abdelouahed Gherbi, Rick Reed. 2013. « Preface ». In SDL 2013: model-driven dependability engineering. 16th International SDL Forum, Montreal, Canada, June 26-28, 2013. Proceedings Coll. «Lecture Notes in Computer Science», . p. V-VI. Springer.

Oleg Litvinski, Abdelouahed Gherbi. 2013. « Experimental evaluation of OpenStack compute scheduler ». The 4th International Conference on Ambient Systems, Networks and Technologies (ANT 2013), the 3rd International Conference on Sustainable Energy Information Technology (SEIT-2013) (Halifax, NS, Canada, June 25-28, 2013) p. 116-123. Amsterdam, The Netherlands : Elsevier.

Oleg Litvinski, Abdelouahed Gherbi. 2013. « OpenStack scheduler evaluation using design of experiment approach ». 2013 IEEE 16th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC) (Paderborn, Germany, June 19-21, 2013) Piscataway, NJ, USA : IEEE.

Sègla Jean-Luc Kpodjedo, Filippo Ricca, Philippe Galinier, Giuliano Antoniol, Yann-Gaël Gueheneuc. 2013. « MADMatch: many-to-many approximate diagram matching for design comparison ». IEEE Transactions on Software Engineering. vol. 39 , nº 8. p. 1090-1111.

Segla Kpodjedo, Filippo Ricca, Philippe Galinier, Giuliano Antoniol, Yann-Gaël Gúeh́eneuc. 2013. « Studying software evolution of large object-oriented software systems using an ETGM algorithm ». Journal of software: Evolution and Process. vol. 25 , nº 2. p. 139-163.

Diala Naboulsi, Marco Fiore. 2013. « On the instantaneous topology of a large-scale urban vehicular network: the Cologne case ». 14th ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc 2013) (Bangalore, India, July 29-Aug. 01, 2013) p. 167-175. Association for Computing Machinery.

Diala Naboulsi, Marco Fiore. 2013. « The connectivity of Cologne’s large-scale vehicular network ». Affiche présentée lors de la conférence : IEEE INFOCOM 2013 Student Workshop ( Torino, Italy, Apr. 14-19, 2013 )

Diala Naboulsi, Marco Fiore, R. Stanica. 2013. « On the characterization of mobile calling behaviors ». Affiche présentée lors de la conférence : ACM MobiHoc : 14th ACM International Symposium on Mobile Ad Hoc Networking and Computing ( Bangalore, India, July 29-Aug. 01, 2013 )

Diala Naboulsi, Marco Fiore, Razvan Stanica. 2013. « Human mobility flows in the city of Abidjan ». Affiche présentée lors de la conférence : NetMob 2013 : Third International Conference on the Analysis of Mobile Phone Datasets ( Boston, MA, USA, May 01-03, 2013 )

Otilia Alejandro, Sylvie Ratté. 2013. « Obtaining better rules using subjective measures and meta-knowledge ». European Conference on Data Analysis: Book of Abstracts (Luxembourg, Luxembourg, July 10-12, 2013) University of Luxembourg.

D. Fitzpatrick, Sylvie Ratté, François Coallier. 2013. « RA-EKI: A use case for collaborative logistics planning in coalition force deployment ». 2013 Military Communications and Information Systems Conference (MCC) (St-Malo, France, Oct. 7-9, 2013) Piscataway, NJ, USA : IEEE.

Daniel Fitzpatrick, François Coallier, Sylvie Ratté. 2013. « A reference architecture for an enterprise knowledge infrastructure ». Product Lifecycle Management for Society : 10th IFIP WG 5.1 International Conference, PLM 2013, Nantes, France, July 6-10, 2013, Proceedings p. 326-335. Springer Berlin Heidelberg.

Lyne Woodward, Alexandre Hatin-Limoges, Nicolas Constantin, Vahé Nerguizian, Sylvie Ratté. 2013. « Support intranet d'apprentissage interactif et approche personnalisée en génie électrique ». Affiche présentée lors de la conférence : Journée Découvertes ÉTS, 2013 ( Montréal, QC, canada, 13 mars 2013 )

Abdelfattah Amamra, Chamseddine Talhi, Jean-Marc Robert. 2013. « Impact of Dataset Representation on Smartphone Malware Detection Performance ». Trust Management VII : 7th IFIP WG 11.11 International Conference, IFIPTM 2013, Malaga, Spain, June 3-7, 2013. Proceedings (Malaga, Spain, June 3-5, 2013) p. 166-176. Springer Berlin Heidelberg.

M. A. Fekih, C. Talhi, M. Pourzandi, M. Cheriet. 2013. « Virtual data center scalability using open flow controller ». ICSENT 2013: The 2nd International Conference on Software Engineering and New Technologies (Hammamet, Tunisia, Dec. 21-23, 2013)

Mansour Abed, Adel Belouchrani, Mohamed Cheriet, Boualem Boashash. 2012. « Time-frequency distributions based on compact support kernels: properties and performance evaluation ». IEEE Transactions on Signal Processing. vol. 60 , nº 6. p. 2814-2827.

Rodrigo Araujo, Yun-Qian Miao, Mohamed S. Kamel, Mohamed Cheriet. 2012. « A fast and robust feature set for cross individual facial expression recognition ». Computer Vision and Graphics : International Conference, ICCVG 2012, Warsaw, Poland, September 24-26, 2012. Proceedings (Warsaw, Poland, Sept. 24-26, 2012) p. 272-279. Berlin Heidelberg : Springer Berlin Heidelberg.

Messaoud Bengherabi, Farid Harizi, Abderrezak Guessoum, Mohamed Cheriet. 2012. « Incorporating user specific normalization in multimodal biometric fusion system ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 466-471. Washington, DC : IEEE Computer Society.

Messaoud Bengherabi, Farid Harizi, Norman Poh, Elhocine Boutellaa, Abderrazek Guessoum, Mohamed Cheriet. 2012. « Improving biometric verification systems by fusing Z-norm and F-norm ». Biometric Recognition : 7th Chinese Conference, CCBR 2012, Guangzhou, China, December 4-5, 2012. Proceedings (Guangzhou, China, Dec. 4-5, 2012) p. 278-287. Berlin, Germany : Springer-Verlag.

Vincent Berthiaume, Mohamed Cheriet. 2012. « Handwritten digit recognition by fourier-packet descriptors ». Electronic Letters on Computer Vision and Image Analysis. vol. 11 , nº 1. p. 68-76.

Mohamed Cheriet. 2012. « Message from the conference chair ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) Piscataway, NJ : IEEE Computer Society.

Y. Chherawala, M. Cheriet. 2012. « W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents ». Pattern Recognition. vol. 45 , nº 9. p. 3277-3287.

Youssouf Chherawala, Mohamed Cheriet. 2012. « Shape recognition on a Riemannian manifold ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1205-1210. Washington, DC : IEEE Computer Society.

Youssouf Chherawala, Robert Wisnovsky, Mohamed Cheriet. 2012. « Sparse descriptor for lexicon reduction in handwritten Arabic documents ». 2012 21st International Conference on Pattern Recognition (ICPR 2012) (Tsukuba, Japan, Nov. 11-15, 2012) p. 3729-3732. Piscataway, NJ : IEEE.

Julien Couet, David Rivest-Henault, Joaquim Miro, Chantal Lapierre, Luc Duong, Mohamed Cheriet. 2012. « Intensity-based 3D/2D registration for percutaneous intervention of major aorto-pulmonary collateral arteries ». Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 5-7, 2012) SPIE.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2012. « AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization ». Pattern Recognition. vol. 45 , nº 6. p. 2419-2431.

R. Gadhgadhi, Kim-Khoa Nguyen, Mohamed Cheriet. 2012. « Automated intrusion attack with permanent control: analysis and countermeasures ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1440-1441. Washington, DC : IEEE.

Rachid Hedjam, Mohamed Cheriet. 2012. « Hyperspectral band selection based on graph clustering ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 813-817. Washington, DC : IEEE.

Rachid Hedjam, Reza F. Moghaddam, Mohamed Cheriet. 2012. « Corrigendum to "A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images" [Pattern Recognition 44 (2011) 2184–2196] ». Pattern Recognition. vol. 45 , nº 8. p. 3045-3045.

Mathieu Lemay, Kim-Khoa Nguyen, Bill St Arnaud, Mohamed Cheriet. 2012. « Toward a zero-carbon network converging cloud computing and network virtualization ». IEEE Internet Computing. vol. 16 , nº 6. p. 51-59.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2012. « Maximum entropy Gibbs density modeling for pattern classification ». Entropy. vol. 14 , nº 12. p. 2478-2491.

Faten M'Hiri, Ngan Le T. Hoang, Luc Duong, Mohamed Cheriet. 2012. « A new adaptive framework for tubular structures segmentation in X-ray angiography ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 496-500. Washington, DC : IEEE Computer Society.

Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2012. « Carbon metering and effective tax cost modeling for virtual machines ». 2012 IEEE 5th International Conference on Cloud Computing (CLOUD) (Honolulu, HI, USA, June 24-29, 2012) p. 758-763. Piscataway, N.J. : IEEE Computer Society.

Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2012. « Multi-level grouping genetic algorithm for low carbon virtual private clouds ». Proceedings of the 2nd International Conference on Cloud Computing and Services Science (CLOSER 2012) (Porto, Portugal, Apr. 18-21, 2012) p. 315-324. Setubal, Portugal : Curran Associates Inc..

R. F. Moghaddam, M. Cheriet. 2012. « Real-time knowledge-based processing of images: application of the online NLPM method to perceptual visual analysis ». IEEE Transactions on Image Processing. vol. 21 , nº 8. p. 3390-3404.

Reza Farrahi Moghaddam, Mohamed Cheriet, Thomas Milo, Robert Wisnovsky. 2012. « A prototype system for handwritten sub-word recognition: Toward Arabic-manuscript transliteration ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1198-1204. Washington, DC : IEEE.

Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Vahid Asghari, Mohamed Cheriet. 2012. « Cognitive behavior analysis framework for fault prediction in cloud computing ». Third International Conference on the Network of the Future (NOF) (Gammarth, Tunisia, Nov. 21-23, 2012) p. 146-153. Piscataway, NJ : IEEE Computer Society.

Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2012. « A new framework based on signature patches, micro registration, and sparse representation for optical text recognition ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1259-1265. Washington, DC : IEEE Computer Society.

K. K. Nguyen, A. Daouadji, M. Cheriet, M. Lemay. 2012. « Ontology-based resource description and discovery framework for low-carbon ». In Communication and networking in smart grids . p. 137-152. CRC press.

Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Victor Reijs, Andrew MacKarel, Alin Pastrama. 2012. « Environmental-aware virtual data center network ». Computer Networks. vol. 56 , nº 10. p. 2538-2550.

Solen Quiniou, Mohamed Cheriet, Éric Anquetil. 2012. « Error handling approach using characterization and correction steps for handwritten document analysis ». International Journal on Document Analysis and Recognition. vol. 15 , nº 2. p. 125-141.

Marta Reznakova, Lukas Tencer, Mohamed Cheriet. 2012. « Online handwritten gesture recognition based on Takagi-Sugeno fuzzy models ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1247-1252. Washington, DC : IEEE.

D. Rivest-Henault, H. Sundar, M. Cheriet. 2012. « Nonrigid 2D/3D registration of coronary artery models with live fluoroscopy for guidance of cardiac interventions ». IEEE Transactions on Medical Imaging. vol. 31 , nº 8. p. 1557-1572.

David Rivest-Henault, Reza Farrahi Moghaddam, Mohamed Cheriet. 2012. « A local linear level set method for the binarization of degraded historical document images ». International Journal on Document Analysis and Recognition. vol. 15 , nº 2. p. 101-124.

Paul Steenhof, Chris Weber, Martin Brooks, John Spence, Randall Robinson, Rob Simmonds, Cameron Kiddle, David Aikema, Michel Savoie, Bobby Ho, Mathieu Lemay, Jonathan Fung, Mohamed Cheriet. 2012. « A protocol for quantifying the carbon reductions achieved through the provision of low or zero carbon ICT services ». Sustainable Computing: Informatics and Systems. vol. 2 , nº 1. p. 23-32.

Lukas Tencer, Marta Reznakova, Mohamed Cheriet. 2012. « A new framework for online sketch-based image retrieval in web environment ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1430-1431. Washington, DC : IEEE Computer Society.

Guoqiang Zhong, Mohamed Cheriet. 2012. « Image patches analysis for text block identification ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1241-1246. Washington, DC : IEEE Computer Society.

Jonathan Hadida, Christian Desrosiers, Luc Duong. 2012. « Stochastic 3D motion compensation of coronary arteries from monoplane angiograms ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 : 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I (Nice, France, Oct. 1-5, 2012) p. 651-658. Berlin, Germany : Springer Verlag.

Jean-Marc Mac-Thiong, Luc Duong, Stefan. Parent, Michael Timothy Hresko, John R. Dimar, Mark. Weidenbaum, Hubert Labelle. 2012. « Reliability of the spinal deformity study group classification of lumbosacral spondylolisthesis ». Spine. vol. 37 , nº 2. p. E95-E102.

Faten M'Hiri, Luc Duong, Christian Desrosiers. 2012. « Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography ». 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) p. 70-75. Piscataway, N.J. : IEEE Computer Society.

Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012. « A random walk approach for multiatlas-based segmentation ». 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) p. 3636-3639. Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc..

Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012. « Atlas-based segmentation of brain magnetic resonance imaging using random walks ». 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) p. 44-49. Piscataway, N.J. : IEEE Computer Society.

Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012. « Image segmentation using random-walks on the histogram ». Medical Imaging 2012: Image Processing (San Diego, CA, USA, Feb. 6-9, 2012) SPIE.

Mathieu Plourde, Luc Duong. 2012. « Multi scale classification approach for coronary artery detection from X-ray angiography ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 181-186. Washington, DC : IEEE.

Mathieu Plourde, Luc Duong. 2012. « Towards robust detection and classification of coronary arteries from X-ray angiography ». Affiche présentée lors de la conférence : IEEE International Symposium on Biomedical Imaging (ISBI) ( Barcelona, Spain, May 02-05, 2012 )

Abdelouahed Gherbi. 2012. « Schedulability analysis approach for UML-based real-time models ». Computer Applications for Software Engineering, Disaster Recovery, and Business Continuity : International Conferences, ASEA and DRBC 2012, Held in Conjunction with GST 2012, Jeju Island, Korea, November 28-December 2, 2012. Proceedings (Republic of Jeju Island, Korea, Nov. 28-Dec. 2, 2012) p. 194-201. Berlin Heidelberg : Springer Verlag.

Vasudevan Janarthanan, Abdelouahed Gherbi. 2012. « A model-based framework for the design of a symbolic scheduler for pre-emptive real-time tasks ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 758-763. Washington, DC : IEEE Computer Society.

L. Batista, Sylvie Ratté. 2012. « A multi-classifier system for sentiment analysis and opinion mining ». 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012) (Istanbul, Turkey, Aug. 26-29, 2012) p. 96-100 . Washington, DC, USA : IEEE.

Daniel Fitzpatrick, François Coallier, Sylvie Ratté. 2012. « A holistic approach for the architecture and design of an ontology-based data integration capability in product master data management ». Product Lifecycle Management: Towards Knowledge-Rich Enterprises - IFIP WG 5.1 International Conference, PLM 2012, Revised Selected Papers (Montreal, QC, Canada, July 9-11, 2012) p. 559-568. New York, NY : Springer New York.

Alexandre Hatin limoges, Nicolas Constantin, Vahé Nerguizian, Sylvie Ratté, Lyne Woodward. 2012. « Support intranet d’apprentissage interactif et approche personnalisée en génie électrique ». Affiche présentée lors de la conférence : 80ième Congrès de l'ACFAS ( Montréal, QC, Canada, 7-11 mai 2012 )

Aitouche Samia, Mouss Mohamed Djamel, Sylvie Ratté, Kaanit Abdelghafour, Mouss Kinza, Mouss Hayet. 2012. « Comparative study, based on metamodels, of methods for controlling performance ». International Journal of Computer Science Issues. vol. 9 , nº 3. 9 p.

Lyne Woodward, Alexandre H. Limoges, Nicolas Constantin, Sylvie Ratté, Vahé Nerguizian. 2012. « An interactive web-based pedagogical tool for the training of engineers in electrical engineering ». Proceedings of the Canadian Engineering Education Association Conference, CEEA 2012 (Winnipeg, MB, Canada, June 17-20, 2012) CEEA/ACEG.

Abdelfattah Amamra, Chamseddine Talhi, Jean-Marc Robert. 2012. « Performance evaluation of multi-pattern matching algorithms on smartphone ». 2012 Seventh International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA) (Victoria, BC, Canada, Nov. 12-14, 2012) p. 329-334. Washington, DC : IEEE Computer Society.

Abdelfattah Amamra, Chamseddine Talhi, Jean-Marc Robert. 2012. « Smartphone malware detection: From a survey towards taxonomy ». 2012 7th International Conference on Malicious and Unwanted Software (MALWARE) (Fajardo, PR, USA, Oct. 16-18, 2012) p. 79-86. Piscataway, NJ : IEEE Computer Society.

Abdelfattah Amamra, Chamseddine Talhi, Jean-Marc Robert, Martin Hamiche. 2012. « Enhancing smartphone malware detection performance by applying machine learning hybrid classifiers ». Computer Applications for Software Engineering, Disaster Recovery, and Business Continuity : International Conferences, ASEA and DRBC 2012, Held in Conjunction with GST 2012, Jeju Island, Korea, November 28-December 2, 2012. Proceedings (Republic of Jeju Island, Korea, Nov. 28-Dec. 2, 2012) p. 131-137. Berlin Heidelberg : Springer Verlag.

Hanine Tout, Azzam Mourad, Hamdi Yahyaoui, Chamseddine Talhi, Hadi Otrok. 2012. « Towards a BPEL model-driven approach for web services security ». 2012 10th Annual International Conference on Privacy, Security and Trust (PST 2012) (Paris, France, July 16-18, 2012) p. 120-127. IEEE Computer Society.

Mansour Abed, Adel Belouchrani, Mohamed Cheriet, Boualem Boashash. 2011. « Compact support kernels based time-frequency distributions : performance evaluation ». IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Prague, Czech Republic, May 22-27, 2011) p. 4180-4183. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Mathias M. Adankon, Mohamed Cheriet. 2011. « Help-training for semi-supervised support vector machines ». Pattern Recognition. vol. 44 , nº 9. p. 2220-2230.

Mathias M. Adankon, Mohamed Cheriet, Alain Biem. 2011. « Semisupervised learning using Bayesian interpretation : application to LS-SVM ». IEEE Transactions on Neural Networks. vol. 22 , nº 4. p. 513-524.

Youssouf Chherawala, Robert Wisnovsky, Mohamed Cheriet. 2011. « TSV-LR : topological signature vector-based lexicon reduction for fast recognition of pre-modern Arabic subwords ». Proceedings of the Workshop on Historical Document Imaging and Processing (Beijing, China, Sept. 16-17, 2011) p. 6-13. New York, NY, USA : Association for Computing Machinery.

Charles Despins, Fabrice Labeau, Tho Le Ngoc, Richard Labelle, Mohamed Cheriet, Claude Thibeault, François Gagnon, Alberto Leon-Garcia, Omar Cherkaoui, Bill St. Arnaud, Jacques McNeill, Yves Lemieux, Mathieu Lemay. 2011. « Leveraging green communications for carbon emission reductions : techniques, testbeds and emerging carbon footprint standards ». IEEE Communications Magazine. vol. 49 , nº 8. p. 101-109.

Vincent Doré, Reza Farrahi Moghaddam, Mohamed Cheriet. 2011. « Non-local adaptive structure tensors : application to anisotropic diffusion and shock filtering ». Image and Vision Computing. vol. 29 , nº 11. p. 730-743.

Rachid Hedjam, Mohamed Cheriet. 2011. « Combining statistical and geometrical classifiers for text extraction in multispectral document images ». Proceedings of the Workshop on Historical Document Imaging and Processing (Beijing, China, Sept. 16-17, 2011) p. 98-105. New York, NY, USA : Association for Computing Machinery.

Rachid Hedjam, Mohamed Cheriet. 2011. « Novel data representation for text extraction from multispectral historical document images ». International Conference on Document Analysis and Recognition (ICDAR) (Beijing, China, Sept. 18-21, 2011) p. 172-176. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2011. « A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images ». Pattern Recognition. vol. 44 , nº 9. p. 2184-2196.

Josep Llados, Apostolos Antonacopoulos, Mohamed Cheriet, Umapada Pal. 2011. « Special issue on ICDAR2009 selected and extended papers : preface ». International Journal on Document Analysis and Recognition. vol. 14 , nº 3. p. 241.

Fereydoun Farrahi Moghaddam, Mohamed Cheriet, Kim Khoa Nguyen. 2011. « Low carbon virtual private clouds ». IEEE International Conference on Cloud Computing (CLOUD) (Washington, DC, USA, July 4-9, 2011) p. 259-266. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2011. « Beyond pixels and regions : a non-local patch means (NLPM) method for content-level restoration, enhancement, and reconstruction of degraded document images ». Pattern Recognition. vol. 44 , nº 2. p. 363-374.

Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Bill St. Arnaud, Victor Reijs, Andrew Mackarel, Pau Minoves, Alin Pastrama, Ward Van Heddeghem. 2011. « Renewable energy provisioning for ICT services in a future internet ». In The future internet : future internet assembly 2011: achievements and technological promises Coll. «Lecture Notes in Computer Science», . p. 419-429. Springer-Verlag .

David Rivest-Hénault, Mohamed Cheriet. 2011. « Unsupervised MRI segmentation of brain tissues using a local linear model and level set ». Magnetic Resonance Imaging. vol. 29 , nº 2. p. 243-259.

Sebastian Pena Saldarriaga, Mohamed Cheriet. 2011. « Indexing on-line handwritten texts using word confusion networks ». International Conference on Document Analysis and Recognition (ICDAR) (Beijing, China, Sept. 18-21, 2011) p. 197-201. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.

Luc Duong. 2011. « Logiciel d'assistance pour le traitement des artères coronaires ». Communication lors de la conférence : SIGGRAPH Montreal Rewind 2011 ( Montréal, QC, Canada, 16 mars 2011 )

Luc Duong. 2011. « Towards motion compensation for interventional cardiology ». Communication lors de la conférence : XII Symposio Mexicano en Cirugía Asistida por Computadora y Procesamiento de Imágenes Médicas (MEXCAS) ( Mexico City, Mexico, 30 septembre 2011 )

Jonathan Hadida, Christian Desrosiers, Luc Duong. 2011. « Intensity-based hierarchical clustering in CT-scans : application to interactive segmentation in cardiology ». Medical Imaging : Visualization, Image-Guided Procedures, and Modeling (Lake Buena Vista, FL, USA, Feb. 13-15, 2011) Bellingham, WA, USA : SPIE - The International Society for Optical Engineering.

Soumaya Barkallah, Abdelouahed Gherbi, Alain Abran. 2011. « COSMIC functional size measurement using UML models ». Software Engineering, Business Continuity, and Education (Jeju Island, Republic of Korea, Dec. 8-10, 2011) p. 137-146. Berlin, Germany : Springer.

Abdelouahed Gherbi, Robert Charpentier. 2011. « Diversity-based approaches to software systems security ». International Conference on Security Technology (SecTech), Held as Part of the 3rd International Mega-Conference on Future-Generation Information Technology (FGIT), in Conjunction with (GDC) (Jeju Island, Republic of Korea, Dec. 8-10, 2011) p. 228-237. Berlin, Germany : Springer Verlag.

Abdelouahed Gherbi, Robert Charpentier, Mario Couture. 2011. « Software diversity for future systems security ». CrossTalk : The Journal of Defense Software Engineering. vol. 24 , nº 5. p. 10-13.

Jameleddine Hassine, Abdelouahed Gherbi. 2011. « Exploring early availability requirements using use case maps ». 15th International Conference on System Design Languages (SDL) (Toulouse, France, July 5-7, 2011) p. 54-68. Berlin, Germany : Springer Verlag.

Vasudevan Janarthanan, Abdelouahed Gherbi. 2011. « Architectures for dependable software systems ». 8th International Conference on Information Technology: New Generations (ITNG) (Las Vegas, NV, USA, Apr. 11-13, 2011) p. 1025-1030 . Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Ahmed Belderrar, Segla Kpodjedo, Yann-Gaël Guéhéneuc, Giuliano Antoniol, Philippe Galinier. 2011. « Sub-graph mining: Identifying micro-architectures in evolving object-oriented software ». 15th European Conference on Software Maintenance and Reengineering (CSMR) (Oldenburg, Germany, Mar. 01-04, 2011) p. 171-180. IEEE.

Segla Kpodjedo, Filippo Ricca, Philippe Galinier, Yann-Gaël Guéhéneuc, Giuliano Antoniol. 2011. « Design evolution metrics for defect prediction in object oriented systems ». Empirical Software Engineering. vol. 16 , nº 1. p. 141-175.

Pierre André Ménard, Sylvie Ratté. 2011. « Classifier-based acronym extraction for business documents ». Knowledge and Information Systems. vol. 29 , nº 2. p. 305-334.

Felipe Padilla, Aurora Torres, Julio Ponce, María Dolores Torres, Sylvie Ratté, Eunice Ponce-de-León. 2011. « Evolvable metaheuristics on circuit design ». In Advances in analog circuits . p. 347-368. InTech.

Mathias M. Adankon, Mohamed Cheriet. 2010. « Genetic algorithm-based training for semi-supervised SVM ». Neural Computing and Applications. vol. 19 , nº 8. p. 1197-1206.

Mathias M. Adankon, Mohamed Cheriet. 2010. « Semi-supervised learning for weighted LS-SVM ». IEEE International Joint Conference on Neural Network (IJCNN) (Barcelona, Spain, July 18-23, 2010) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Abdullah Almaksour, Éric Anquetil, Solen Quiniou, Mohamed Cheriet. 2010. « Evolving fuzzy classifiers : application to incremental learning of handwritten gesture recognition systems ». 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) p. 4056-4059. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Abdullah Almaksour, Éric Anquetil, Solen Quiniou, Mohamed Cheriet. 2010. « Personalizable pen-based interface using lifelong learning ». 12th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Kolkata, India, Nov. 16-18, 2010)

Rodrigo Araujo, Abdelhamid Daouadji, Mohamed Kamel, Mohamed Cheriet. 2010. « A cluster-based multiagent model for resource discovery in virtualized environments ». 9e Édition du Colloque Francophone sur la Gestion de Réseaux et de Services (GRES) (Montréal, Québec, Canada, 13-15 oct. 2010)

Abdelhamid Daouadji, Kim Khoa Nguyen, Mathieu Lemay, Mohamed Cheriet. 2010. « Ontology-based resource description and discovery framework for low carbon grid networks ». First IEEE International Conference on Smart Grid Communications (SmartGridComm) (Gaithersburg, Maryland, Oct. 4-6, 2010) p. 477-482. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Charles Despins, Bill St. Arnaud, Richard Labelle, Mohamed Cheriet. 2010. « Green ICT : the rationale for a focus on curbing greenhouse gas emissions  ». International Conference on Wireless Communications and Signal Processing (WCSP) (Suzhou, China, Oct. 21-23, 2010) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Rachid Hedjam, Mohamed Cheriet. 2010. « Segmentation-based document image denoising ». 2nd European Workshop on Visual Information Processing (EUVIP) (Paris, France, July 5-6, 2010) p. 61-65. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2010. « Text extraction from degraded document images ». 2nd European Workshop on Visual Information Processing (EUVIP) (Paris, France, July 5-6, 2010) p. 247-252. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

J. Milgram, Robert Sabourin, Mohamed Cheriet. 2010. « Combining model-based and discriminative approaches in a modular two-stage classification system : application to isolated handwritten digit recognition ». In Progress in Computer Vision and Image Analysis Coll. «Series in Machine Perception and Artificial Intelligence», . p. 181-205. World Scientific Publishing Co. Pte. Ltd..

Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2010. « Decreasing live virtual machine migration down-time using a memory page selection based on memory change PDF ». International Conference on Networking, Sensing and Control (ICNSC) (Chicago, Ill, USA, Apr. 11-13, 2010) p. 355-359.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2010. « A multi-scale framework for adaptive binarization of degraded document images ». Pattern Recognition. vol. 43 , nº 6. p. 2186-2198.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2010. « A variational approach to degraded document enhancement ». IEEE Transactions on Pattern Analysis and Machine Intelligence. vol. 32 , nº 8. p. 1347-1361.

Reza Farrahi Moghaddam, Mohamed Cheriet, Mathias M. Adankon, Kostyantyn Filonenko, Robert Wisnovsky. 2010. « IBN SINA : a database for research on processing and understanding of Arabic manuscripts images ». 9th IAPR International Workshop on Document Analysis Systems (DAS) (Boston, MA, USA, June 9-11, 2010) p. 11-17. New York, NY, USA : Association for Computing Machinery.

David Rivest-Hénault, Sylvain Deschênes, Chantal Lapierre, Mohamed Cheriet. 2010. « Length increasing active contour for the segmentation of small blood vessels ». 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) p. 2796-2799. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

David Rivest-Hénault, Luc Duong, Chantal Lapierre, Sylvain Deschênes, Mohamed Cheriet. 2010. « Semi-automatic segmentation of major aorto-pulmonary collateral arteries (MAPCAs) for image guided procedures ». SPIE Medical Imaging 2010 : Visualization, Image-Guided Procedures, and Modeling (San Diego, CA, USA, Feb. 13-18, 2010) Bellingham, WA, USA : SPIE - The International Society for Optical Engineering.

A. Sehad, N. Bessah, I. Touari, Y. Benfattoum, H. Khali, Mohamed Cheriet. 2010. « A new PCA-based face authentication approach for smart-card implementation ». International Review on Computers and Software. vol. 5 , nº 4. p. 384-389.

Chen Shaohua, A. Beghdadi, Mohamed Cheriet. 2010. « Degraded color document image enhancement based on NRCIR ». 2nd European Workshop on Visual Information Processing (EUVIP) (Paris, France, July 5-6, 2010) p. 19-22. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Jonathan Tellier, Jean-Marc Robert, Mohamed Cheriet. 2010. « Le contrôle d'accès dans les environnements fédérés : problématique et approches techniques ». 9e Édition du Colloque Francophone sur la Gestion de Réseaux et de Services (GRES) (Montréal, Québec, Canada, 13-15 oct. 2010)

C. Chevrefils, Luc Duong, Farida Cheriet, Stefan Parent, Carl-Éric Aubin. 2010. « 3D/2D registration of pre-operative MRI models with a single radiographic image : feasibility study ». Communication lors de la conférence : 8th International Research Society on Spinal Deformities (IRSSD) Meeting ( Montréal, Canada, July 1-3, 2010 )

Luc Duong, Farida Cheriet, Hubert Labelle. 2010. « Automatic detection of scoliotic curves in posteroanterior radiographs ». IEEE Transactions on Biomedical Engineering. vol. 57 , nº 5. p. 1143-1151.

Rui Liao, Luc Duong, Yiyong Sun, Klaus Kirchberg. 2010. « 3-D reconstruction of the coronary artery tree from multiple views of a rotational X-ray angiography ». The International Journal of Cardiovascular Imaging. vol. 26 , nº 7. p. 733-749.

Mario Couture, Robert Charpentier, Michel Dagenais, Abdelwahab Hamou-Lhadj, Abdelouahed Gherbi. 2010. « Self-defence of information systems in cyber-space : a critical overview  ». Information Assurance and Cyber Defence (Tallinn, Estonia, Nov. 22-23, 2010) RTO.

Pejman Salehi, Abdelouahed Gherbi. 2010. « Towards a UML profile for AMF configurations modeling and analysis ». 1st International Workshop On Dependable Services and Systems (IWODSS) (Montréal, Québec, Canada, May 17-18, 2010)

S. Kpodjedo, P. Galinier, G. Antoniol. 2010. « On the use of similarity metrics for approximate graph matching ». Electronic Notes in Discrete Mathematics. vol. 36 p. 687-694.

Segla Kpodjedo, Philippe Galinier, Giuliano Antoniol. 2010. « Enhancing a tabu algorithm for approximate graph matching by using similarity measures ». Evolutionary Computation in Combinatorial Optimization : 10th European Conference, EvoCOP 2010, Istanbul, Turkey, April 7-9, 2010. Proceedings (Istanbul, Turkey, Apr. 07-10, 2010) p. 119-130. Springer.

Jean-Daniel Cryans, Sylvie Ratté, Roger Champagne. 2010. « Adaptation of apriori to MapReduce to build a warehouse of relations between named entities across the web ». 2nd International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA) (Menuires, France, Apr. 11-16, 2010) p. 185-189. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.

Sylvie Ratté. 2010. « Data mining technologies ». Communication lors de la conférence : iSummit Loxa'10 ( Loja, Ecuador, 20-22 oct. 2010 )

Sylvie Ratté. 2010. « Datos, textos y visualización ». Communication lors de la conférence : iSummit Loxa 2010, Seguridad Wireless ( Loja, Ecuador, Oct. 20-22, 2010 )

D. Mouheb, Chamseddine Talhi, M. Nouh, V. Lima, M. Debbabi, Li-Ping Wang, M. Pourzandi. 2010. « Aspect-oriented modeling for representing and integrating security concerns in UML ». In Software Engineering Research, Management and Applications Coll. «Studies in Computational Intelligence», . p. 197-213. Springer Berlin / Heidelberg.

Mathias M. Adankon, Mohamed Cheriet. 2009. « Help-training semi-supervised LS-SVM ». International Joint Conference on Neural Networks (IJCNN) (Atlanta, GA, USA, June 14-19, 2009) p. 49-56. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Mathias M. Adankon, Mohamed Cheriet. 2009. « Model selection for the LS-SVM : application to handwriting recognition ». Pattern Recognition. vol. 42 , nº 12. p. 3264-3270.

Mathias M. Adankon, Mohamed Cheriet, Alain Biem. 2009. « Semisupervised least squares support vector machine ». IEEE Transactions on Neural Networks. vol. 20 , nº 12. p. 1858-1870.

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009. « 2DPCA-based techniques in DCT domain for face recognition ». International Journal of Intelligent Systems Technologies and Applications. vol. 7 , nº 3. p. 243-265.

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009. « Application of 2DPCA based techniques in DCT domain for face recognition ». Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems CISIS’08 (Genova, Italy, Oct. 23-24, 2008) p. 243-250. Springer.

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009. « Robust authentication using likelihood ratio and GMM for the fusion of voice and face ». 3rd International Conference on Signals, Circuits and Systems (SCS) (Medenine, Tunisia, Nov. 06-08, 2009) IEEE.

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009. « Robust authentication using likelihood ratio based score fusion of voice and face ». International Conference on Signal Processing and Multimedia Applications (SIGMAP) (Milan, Italy, July 7-10, 2009) p. 57-61. INSTICC Press.

Mohamed Cheriet, Horst Bunke, Jianying Hu, Fumitaka Kimura, Ching Y. Suen. 2009. « New frontiers in handwriting recognition ». Pattern Recognition. vol. 42 , nº 12. p. 3129-3130.

Mohamed Cheriet, Mounim El Yacoubi, Hiromichi Fujisawa, Daniel Lopresti, Guy Lorette. 2009. « Handwriting recognition research : twenty years of achievement... and beyond ». Pattern Recognition. vol. 42 , nº 12. p. 3131-3135.

Vincent Doré, Mohamed Cheriet. 2009. « Robust NL-means filter with optimal pixel-wise smoothing parameter for statistical image denoising ». IEEE Transactions on Signal Processing. vol. 57 , nº 5. p. 1703-1716.

Nader Fnaiech, Farhat Fnaiech, B. W. Jervis, Mohamed Cheriet. 2009. « The combined statistical stepwise and iterative neural network pruning algorithm ». Intelligent Automation & Soft Computing. vol. 15 , nº 4. p. 573-589.

Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2009. « Markovian clustering for the non-local means image denoising ». 16th IEEE International Conference on Image Processing (ICIP) (Cairo, Egypt, Nov. 7-12, 2009) p. 3877-3880. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Safeya Mamish, Mohamed Cheriet. 2009. « Correcting arabic OCR errors using improved topic-based language models ». International Journal of Computer Processing of Languages. vol. 22 , nº 4. p. 321-340.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2009. « Application of multi-level classifiers and clustering for automatic word spotting in historical document images ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 511-515. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2009. « Low quality document image modeling and enhancement ». International Journal on Document Analysis and Recognition. vol. 11 , nº 4. p. 183-201.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2009. « RSLDI : restoration of single-sided low-quality document images ». Pattern Recognition. vol. 42 , nº 12. p. 3355-3364.

Reza Farrahi Moghaddam, David Rivest-Hénault, Itay Bar-Yosef, Mohamed Cheriet. 2009. « A unified framework based on the level set approach for segmentation of unconstrained double-sided document images suffering from bleed-through ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 441-445. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Reza Farrahi Moghaddam, David Rivest-Hénault, Mohamed Cheriet. 2009. « Restoration and segmentation of highly degraded characters using a shape-independent level set approach and multi-level classifiers ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 828-832. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Solen Quiniou, Mohamed Cheriet, Éric Anquetil. 2009. « Design of a framework using InkML for pen-based interaction in a collaborative environment ». 13th International Conference on Human-Computer Interaction (HCI) (San Diego, CA, USA, July 19-24, 2009)

Solen Quiniou, Mohamed Cheriet, Éric Anquetil. 2009. « Handling out-of-vocabulary words and recognition errors based on word linguistic context for handwritten sentence recognition ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 466-470. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Javad Sadri, Mohamed Cheriet. 2009. « A new approach for skew correction of documents based on particle swarm optimization ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) p. 1066-1070. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.

Hassan Seddik, Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet. 2009. « Image watermarking based on the hessenberg transform ». International Journal of Image and Graphics. vol. 9 , nº 3. p. 411-433.

L. Duong, F. Cheriet, H. Labelle, K. M. C. Cheung, M. F. Abel, P. O. Newton, R. E. McCall, L. G. Lenke, I. A. F. Stokes. 2009. « Interobserver and intraobserver variability in the identification of the lenke classification lumbar modifier in adolescent idiopathic scoliosis ». Journal of Spinal Disorders and Techniques. vol. 22 , nº 6. p. 448-455.

Luc Duong, Rui Liao, Hari Sundar, Benoit Tailhades, Andreas Meyer, Chenyang Xu. 2009. « Curve-based 2D-3D registration of coronary vessels for image guided procedure ». Medical Imaging 2009: Visualization, Image-Guided Procedures, and Modeling (Lake Buena Vista, FL, USA, Feb. 08-10, 2009) SPIE.

Luc Duong, Jean-Marc Mac-Thiong, Farida Cheriet, Hubert Labelle. 2009. « Three-dimensional subclassification of Lenke type 1 scoliotic curves ». Journal of Spinal Disorders and Techniques. vol. 22 , nº 2. p. 135-143.

Luc Duong, Jean-Marc Mac-Thiong, Hubert Labelle. 2009. « Real time noninvasive assessment of external trunk geometry during surgical correction of adolescent idiopathic scoliosis ». Scoliosis. vol. 4

A. Gherbi, A. Kanso, F. Khendek, A. Hamou-Lhadj, M. Toeroe. 2009. « A Tool suite for the generation and validation of configurations for software availability ». 2009 IEEE/ACM International Conference on Automated Software Engineering (Auckland, New Zealand, Nov. 16-20, 2009) p. 671-673. IEEE.

A. Gherbi, P. Salehi, F. Khendek, A. Hamou-Lhadj. 2009. « Capturing and formalizing SAF availability management framework configuration requirements ». Proceedings of the First International Workshop on Domain Engineering held in conjunction with CAiSE'09 Conference (Amsterdam, The Netherlands, June 9, 2009) CEUR.

Abdelouahed Gherbi, Ferhat Khendek. 2009. « From UML/SPT models to schedulability analysis: approach and a prototype implementation using ATL ». Automated Software Engineering. vol. 16 , nº 3-4. p. 387-414.

P. Salehi, F. Khendek, M. Toeroe, A. Hamou-Lhadj, A. Gherbi. 2009. « Checking service instance protection for AMF configurations ». Third IEEE International Conference on Secure Software Integration Reliability Improvement (SSIRI) (Shanghai, China, July 8-10, 2009) p. 269-274. IEEE Computer Society.

Segla Kpodjedo. 2009. « Approximate graph matching in software engineering ». 16th Working Conference on Reverse Engineering (WCRE) (Lille, France, Oct. 13-16, 2009) p. 295-298. IEEE.

Segla Kpodjedo, Filippo Ricca, Giuliano Antoniol, Philippe Galinier. 2009. « Evolution and search based metrics to improve defects prediction ». 1st International Symposium on Search Based Software Engineering (SSBSE) (Windsor, Berkshire, United Kingdom, May 13-15, 2009) p. 23-32. IEEE.

Segla Kpodjedo, Filippo Ricca, Philippe Galinier, Giuliano Antoniol. 2009. « Recovering the evolution stable part using an ECGM algorithm: Is there a tunnel in mozilla? ». 3th European Conference on Software Maintenance and Reengineering (CSMR) (Kaiserslautern, Germany, Mar. 24-27, 2009) p. 179-188. IEEE.

Faten Mhiri, Sylvie Ratté. 2009. « AARTIC : development of an intelligent environment for human learning ». Proceedings of the 14th annual ACM SIGCSE conference on Innovation and technology in computer science education (Paris, France, July 6-9, 2009) p. 359-359. New York, NY, USA : Association for Computing Machinery.

S. M. Hejazi, C. Talhi, M. Debbabi. 2009. « Extraction of forensically sensitive information from windows physical memory ». Digital Investigation. vol. 6 , nº suppl.. p. S121-S131.

V. Lima, C. Talhi, D. Mouheb, M. Debbabi, L. Wang, Makan Pourzandi. 2009. « Formal verification and validation of UML 2.0 sequence diagrams using source and destination of messages ». Electronic Notes in Theoretical Computer Science. vol. 254 p. 143-160.

Chamseddine Talhi, D. Mouheb, V. Lima, Mourad Debbabi, L. Wang, M. Pourzandi. 2009. « Usability of security specification approaches for UML design: A survey ». The Journal of Object Technology. vol. 8 , nº 6. p. 103-122.

Mathias M. Adankon, Mohamed Cheriet. 2008. « Help-training for semi-supervised discriminative classifiers. Application to SVM ». 19th International Conference on Pattern Recognition (ICPR) (Tampa, FL, USA, Dec. 8-11, 2008) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Mathias M. Adankon, Mohamed Cheriet. 2008. « Model selection for LS-SVM : application to handwriting recognition ». 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Montreal, QC, Canada, Aug. 19-21, 2008)

Mathias M. Adankon, Mohamed Cheriet. 2008. « Model selection for LS-SVM : application to handwriting recognition ». Communication lors de la conférence : 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) ( Montreal, QC, Canada, Aug. 19-21, 2008 )

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Mohamed Cheriet, Abderrazak Guessoum. 2008. « Face recognition based on 2DPCA, DIAPCA and DIA2DPCA in DCT domain ». 5th International Multi-Conference on Systems, Signals and Devices (SSD) (Amman, Jordan, Jul. 20-22, 2008) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.

Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2008. « Score fusion of SVD and DCT-RLDA for face recognition ». 1st International Workshops on Image Processing Theory, Tools and Applications (IPTA) (Sousse, Tunisia, Nov. 23-26, 2008) Piscataway, NJ , USA : Institute of Electrical and Electronics Engineers Computer Society.

Mohamed Cheriet. 2008. « Visual recognition of Arabic handwriting : challenges and new directions ». Arabic and chinese handwriting recognition : SACH 2006 Summit College Park, MD, USA, September 27-28, 2006 : selected papers (College Park, MD, USA, Sept. 27-28, 2006) p. 1-21. Berlin, Heidelberg : Springer-Verlag.

Mohamed Cheriet, M. Farrahi Moghaddam. 2008. « Degradation modeling and enhancement of low quality documents ». 5th International Workshop on Signal Processing and its Applications (WOSPA) (Sharjah, United Arab Emirates, Mar. 18-20, 2008)

Mohamed Cheriet, R. Farrahi Moghaddam. 2008. « Low quality image processing for DIAR : issues and directions ». Communication lors de la conférence : 16th European Signal Processing Conference (EUSIPCO) ( Lausanne, Switzerland, Aug. 25-29, 2008 )

Mohamed Cheriet, R. Farrahi Moghaddam. 2008. « Processing of low quality document images : issues and directions ». 16th European Signal Processing Conference (EUSIPCO) (Lausanne, Switzerland, Aug. 25-29, 2008) [Kessariani]; Lausanne : European Association for Signal Processing ; École polytechnique fédérale de Lausanne.

Mohamed Cheriet, Reza Farrahi Moghaddam. 2008. « DIAR: advances in degradation modeling and processing ». Image Analysis and Recognition : 5th International Conference, ICIAR 2008, Povoa de Varzim, Portugal, June 25-27, 2008 : Proceedings (Povoa de Varzim, Portugal, June 25-27, 2008) p. 1-10. Berlin, Germany : Springer Verlag.

Reza Farrahi Moghaddam, Mohamed Cheriet. 2008. « EFDM : restoration of single-sided low-quality document images ». Proceedings : eleventh International Conference on Frontiers in Handwriting Recognition (Montreal, QC, Canada, Aug. 19-21, 2008) Montréal : CENPARMI, Concordia University.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2008. « Bayes classification of online Arabic characters by Gibbs modeling of class conditional densities ». IEEE Transactions on Pattern Analysis and Machine Intelligence. vol. 30 , nº 7. p. 1121-1131.

Mounir Sayadi, Samir Sakrane, Farhat Fnaiech, Mohamed Cheriet. 2008. « Gray-level texture characterization based on a new adaptive nonlinear auto-regressive filter ». Electronic Letters on Computer Vision and Image Analysis. vol. 7 , nº 1. p. 40-53.

Segla Kpodjedo, Filippo Ricca, Philippe Galinier, Giuliano Antoniol. 2008. « Error correcting graph matching application to software evolution ». 15th Working Conference on Reverse Engineering (WCRE) (Antwerp, Belgium, Oct. 15-18, 2008) p. 289-293. IEEE.

Segla Kpodjedo, Filippo Ricca, Philippe Galinier, Giuliano Antoniol. 2008. « Not all classes are created equal: Toward a recommendation system for focusing testing ». RSSE '08: Proceedings of the 2008 international workshop on Recommendation systems for software engineering (Atlanta, GA, USA, Nov. 09, 2008) p. 6-10. Association for Computing Machinery.

Sylvie Ratté, Faten Mhiri. 2008. « Utilisation d'agents intelligents pour l'apprentissage personnalisé : méthodologie d'application ». Communication lors de la conférence : 76e Congrès de l'ACFAS-Colloque de l'AIPU ( Québec, QC, Canada, 4-9 mai 2008 )

Olivier Tardif, Sylvie Ratté. 2008. « A lightweight pronoun resolution algorithm for french corporate texts ». International Conference on Advanced Computer Theory and Engineering (ICACTE) (Phuket, Thaïland, Dec. 20-22, 2008) p. 714-718. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.

Seyed Mahmood Hejazi, Mourad Debbabi, Chamseddine Talhi. 2008. « Automated windows memory file extraction for cyber forensics investigation ». Journal of Digital Forensic Practice. vol. 2 , nº 3. p. 117-131.

Chamseddine Talhi, Nadia Tawbi, Mourad Debbabi. 2008. « Execution monitoring enforcement under memory-limitation constraints ». Information and Computation. vol. 206 , nº 2-4. p. 158-184.

Mathias M. Adankon, Mohamed Cheriet. 2007. « Learning semi-supervised SVM with genetic algorithm ». International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007) p. 1825-1830. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Mathias M. Adankon, Mohamed Cheriet. 2007. « Optimizing resources in model selection for support vector machine ». Pattern Recognition. vol. 40 , nº 3. p. 953-963.

Y. Al-Ohali, A. Alanzi, C.Y. Suen, T. Kasvand, Mohamed Cheriet. 2007. « Combined measures toward restoration of temporal information from offline handwritten text ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

M. Bengharabi, F. Harizi, Mohamed Cheriet, A. Guessoum. 2007. « A framework for a GMM-UBM based speaker verification and the need of a large Arabic datebase ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Mohamed Cheriet. 2007. « Strategies for visual Arabic handwriting recognition, issues and case study ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Mohamed Cheriet, Y. Al-Ohali, N. Ayat, C.Y. Suen. 2007. « Arabic cheque processing system : issues and future trends ». In Digital document processing : major directions and recent advances . p. 213-234. Springer-Verlag London Limited.

Mohamed Cheriet, Nawwaf Kharma, Cheng-Lin Liu, Ching Suen. 2007. « Character recognition systems : a guide for students and practioners ». Hoboken, N.J., USA : Wiley-Interscience. 326 p.

Vincent Doré, Luc Duong, Farida Cheriet, Mohamed Cheriet. 2007. « Towards segmentation of pedicles on posteroanterior X-ray views of scoliotic patients ». Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) p. 1028-1039. Heidelberg, Germany : Springer Verlag.

N. Kharma, H. Moghnieh, J. Yao, Y. P. Guo, A. Abu-Baker, J. Laganiere, G. Rouleau, Mohamed Cheriet. 2007. « Automatic segmentation of cells from microscopic imagery using ellipse detection ». IET Image Processing. vol. 1 , nº 1. p. 39-47.

F. Menasri, N. Vincent, E. Augustin, Mohamed Cheriet. 2007. « Shape-based alphabet for off-line Arabic handwriting recognition ». 9th International Conference on Document Analysis and Recognition (ICDAR) (Curitiba, Brazil, Sept. 23-26, 2007) p. 969-973. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

David Rivest-Hénault, Mohamed Cheriet. 2007. « Image segmentation using level set and local linear approximations ». Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) p. 234-245. Berlin, Germany : Springer-Verlag.

Saeid Saryazdi, Mohamed Cheriet. 2007. « PKCS: a polynomial kernel family with compact support for scale-space image processing ». IEEE Transactions on Image Processing. vol. 16 , nº 9. p. 2299-2308.

H. Seddik, M. Sayadi, F. Fnaiech, Mohamed Cheriet. 2007. « A new multi-domains image watermarking method based on multi-watermarks embedding and neural network segmentation ». Applied Mathematical Sciences. vol. 1 , nº 39. p. 1927-1939.

A. Sehad, L. Mezai, M.T. Laskri, Mohamed Cheriet. 2007. « Skew angle estimation of printed document using linear regression, wavelet transform, and anisotropic diffusion ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Jean-Marc Mac-Thiong, Hubert Labelle, Stefan Parent, Benoit Poitras, Alain Jodoin, Jean Ouellet, Luc Duong. 2007. « Assessment of sacral doming in lumbosacral spondylolisthesis ». Spine. vol. 32 , nº 17. p. 1888-1895.

P.A. Ménard, Sylvie Ratté. 2007. « Fondements d'un prototype pour la création semi-automatisée de productions visuelles pour le génie logiciel à partir de documents corporatifs ». Communication lors de la conférence : 75e Congrès de l'ACFAS ( Trois-Rivières, QC, Canada, 7-11 mai 2007 )

Sylvie Ratté. 2007. « Compte-rendu d'expériences simples avec le PC Tablette ». Revue Internationale des technologies en pédagogie universitaire. vol. 4 , nº 1. p. 32-37.

Sylvie Ratté, David Guilbert. 2007. « Augmenter la participation en classe lors d'une correction par les pairs : compte-rendu d'une expérience simple avec le PC tablette ». Communication lors de la conférence : Conférence de l'Association Internationale de Pédagogie Universitaire (AIPU) ( Montréal, QC, Canada, 16-18 mai 2007 )

Sylvie Ratté, W. Njomgue, P. A. Ménard. 2007. « Highlighting document’s structure ». Fourth International Conference on computer, electrical and systems science and engineering (CESSE) (Venice, Italy, Nov. 23-25, 2007) p. 34-38.

M.M. Adankon, Mohamed Cheriet. 2006. « New formulation of SVM for model selection ». International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006) p. 1900-1907. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

M. Beldjehem, Mohamed Cheriet. 2006. « Validation of Hybrid MinMax FuzzyNeuro systems ». Annual Meeting of the North American Fuzzy Information Processing Society (NAFIP) (Montreal, Canada, June 3-6, 2006) p. 4-7. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

E. Ben Braiek, Mohamed Cheriet, V. Doré. 2006. « Conception d’une nouvelle famille de noyaux séparables à support compact appliqués à l’extraction des données visuelles manuscrites ». Traitement du Signal. vol. 23 , nº 1. p. 25-40.

Mohamed Cheriet. 2006-04-25. « Method and system for measuring the energy of a signal ».

Mohamed Cheriet, Vincent Doré. 2006. « Amincissement-sans-segmentation et rehaussement des images de niveau de gris par un filtre de chocs utilisant des champs de diffusion ». Traitement du Signal. vol. 23 , nº 1. p. 79-94.

Y. Fataicha, Mohamed Cheriet, J.Y. Nie, C.Y. Suen. 2006. « Retrieving poorly degraded OCR documents ». International Journal on Document Analysis and Recognition. vol. 8 , nº 1. p. 15-26.

N. Mezghani, A. Mitiche, Mohamed Cheriet. 2006. « Estimation de densité de probabilité par maximum d'entropie et reconnaissance bayesienne de caractères Arabes en-ligne. ». Communication lors de la conférence : 15e Congrès Francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle (RFIA) ( Tours, France, 25-27 janv. 2006 )

Jonathan Milgram, Mohamed Cheriet, Robert Sabourin. 2006. « "One against one" or "one against all" : which one is better for handwriting recognition with SVMs? ». 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006) p. 181-186.

Luc Duong, Farida Cheriet, Hubert Labelle. 2006. « Three-dimensional classification of spinal deformities using fuzzy clustering ». Spine. vol. 31 , nº 8. p. 923-930.

Luc Duong, Farida Cheriet, Hubert Labelle. 2006. « Towards an automatic classification of spinal curves from x-ray images ». In Research into Spinal Deformities 5 Coll. «Studies in Health Technology and Informatics», . p. 419-424. IOS Press.

Mourad Debbabi, Abdelouahed Gherbi, Azzam Mourad, Hamdi Yahyaoui. 2006. « A selective dynamic compiler for embedded Java virtual machines targeting ARM processors ». Science of Computer Programming. vol. 59 , nº 1-2. p. 38-63.

Abdelouahed Gherbi, Ferhat Khendek. 2006. « UML profiles for real-time systems and their applications ». Journal of Object Technology. vol. 5 , nº 4. p. 149-169.

M. Debbabi, M. Saleh, C. Talhi, S. Zhioua. 2006. « Vulnerability analysis of J2ME CLDC security ». The US DoD information assurance newsletter. vol. 9 , nº 2. p. 18-24.

Mourad Debbabi, Mohamend Saleh, Chamseddine Talhi, Sami Zhioua. 2006. « Security evaluation of J2ME CLDC embedded java platform ». The Journal of Object Technology. vol. 5 , nº 2. p. 125-154.

Sabeur Abid, Farhat Faniech, B.W. Jervis, Mohamed Cheriet. 2005. « Fast training of mutilayer perceptrons with a mixed norm algorithm ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) p. 1018-1022. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.

M. Adankon, Mohamed Cheriet, N.E. Ayat. 2005. « Optimizing resources in model selection for support vector machines ». Communication lors de la conférence : IEEE International Joint Conference on Neural Networks (IJCNN) ( Montreal, QC, Canada, July 31-Aug. 4, 2005 )

Mathias M. Adankon, Mohamed Cheriet, N.E. Ayat. 2005. « Optimizing resources in model selection for support vector machines ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) p. 925-930. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Mathias Adankon, Mohamed Cheriet, Nedjem Eddine Ayat. 2005. « Optimisation de ressources dans la sélection de modèle des machines à vecteurs de support ». Comptes rendues des 12-èmes rencontres de la Société Francophone de la Classification (Montréal, QC, Canada, 30 mai-1 juin 2005) p. 35-38. Université du Québec à Montréal.

N.E. Ayat, Mohamed Cheriet, C.Y. Suen. 2005. « Automatic model selection for the optimization of SVM kernels ». Pattern Recognition. vol. 38 , nº 10. p. 1733-1746.

Ezzedine Ben Braiek, Mohamed Cheriet, Vincent Doré. 2005. « SKCS-A separable kernel family with compact support to improve visual segmentation of handwritten data ». Electronic Letters on Computer Vision and Image Analysis. vol. 5 , nº 1. p. 14-29.

Mohamed Cheriet, Jean-Christophe Demers, Sylvain Deblois. 2005. « Shock filter-based diffusion fields—application to grayscale character image processing ». International Journal of Image and Graphics. vol. 5 , nº 2.

Yun Li, Mohamed Cheriet, C.Y. Suen. 2005. « A threshlod selection method based on multiscale and graylevel co-occurrence matrix analysis ». 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005) p. 575-579. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Neila Mazghani, Amar Mitiche, Mohamed Cheriet. 2005. « A new representation of shape and its use for high performance in on-line Arabic character recognition by an associative memory ». International Journal on Document Analysis and Recognition. vol. 7 , nº 4. p. 201-210.

L. Mezai, A. Sehad, L. Sekkai, M. Cheriet. 2005. « Estimation de l'inclinaison des documents arabes imprimés par la transformée de Hough ». 4e conférence sur le Génie Electrique (Bordj-El-Bahri Alger, Algérie, 12-13 avr. 2005)

L. Mezai, A. Sehad, L. Sekkai, M. Cheriet. 2005. « Fast method for skew detection of printed Arabic documents using linear regression ». International Computer Systems & Information Technology Conference ICSIT'05 (Alger, Algérie, July 19-21, 2005)

N. Mezghani, A. Mitiche, Mohamed Cheriet. 2005. « Représentation des formes par des histogrammes de caractéristiques et son application à la reconnaissance en-ligne de caractères Arabes isolés ». 3e Conférence Internationale : Sciences Électroniques, Technologies de l'Information et des Télécommunications (SETIT) (Tunis, Tunisie, 27-31 mars 2005)

J. Milgram, Mohamed Cheriet, Robert Sabourin. 2005. « Estimating accurate multi-class probabilities with support vector machines ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) p. 1906-1911. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

J. Milgram, Robert Sabourin, Mohamed Cheriet. 2005. « Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ». Traitement du Signal. vol. 22 , nº 3. p. 293-304.

Jonathan Milgram, Robert Sabourin, Mohamed Cheriet. 2005. « Combining model-based and discriminative approaches in a modular two-stage classification system : application to isolated handwritten digit recognition ». Electronic Letters on Computer Vision and Image Analysis. vol. 5 , nº 2. p. 1-15.

P. Radziszewski, B. Picard, A.-M. Bourret, J.-P. Brunet, M. Tétreault, K. Zaras, M. Cheriet, J. Ouellet. 2005. « Particleboard surface-roughness classification system modeling, simulation, and bench testing ». Journal of Manufacturing Science and Engineering. vol. 127 , nº 3. p. 677-686.

H. Seddik, M. Sayadi, F. Faniech, Mohamed Cheriet. 2005. « A new spatial watermarking method based on a logarithmic transformation of an encrypted embedded Mark ». Communication lors de la conférence : 17th IMACS World Congress on Scientific Computation, Applied Mathematics and Simulations ( Paris, France, July 11-15, 2005 )

L. Sehad, Lamia Mezai, Mohamed Cheriet. 2005. « Méthode de détection de l'inclinaison des documents arabes imprimés basée sur la réduction des points et la transformée de hough ». 3e Conférence Internationale Sciences Electronique, Technologies de l'Information et des Télécommunications (SETIT) (Sousse, Tunisia, 27-31 mars 2005)

Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua, Nadia Tawbi. 2005. « E-Bunny: A Dynamic Compiler for Embedded Java Virtual Machines ». The Journal of Object Technology. vol. 4 , nº 1. p. 83-106.

M. Debbabi, A. Mourad, C. Talhi, H. Yahyaoui. 2005. « Accelerating embedded Java for mobile devices ». IEEE Communications Magazine. vol. 43 , nº 9. p. 80-85.

K. T. Abou-Moustafa, Mohamed Cheriet, C. Y. Suen. 2004. « On the structure of hidden Markov models ». Pattern Recognition Letters. vol. 25 , nº 8. p. 923-931.

K. T. Abou-Moustafa, Mohamed Cheriet, Ching Y. Suen. 2004. « Classification of Time-Series data using a generative/discriminative hybrid ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) p. 51-56. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

K. T. Abou-Moustafa, Ching Y. Suen, Mohamed Cheriet. 2004. « A generative-discriminative hybrid for sequential data classification [image classification example] ». IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) p. 805-808. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

N. Aouina, Ezzedine Ben Braiek, Mohamed Cheriet. 2004. « Reconnaissance des caractères manuscrits basée sur SKCS-Polyline et modèle de Markov caché ». Conférence Tunisienne de Génie Electrique Conférence (CTGE) (Tunis, Tunisie, 19-21 fév. 2004) p. 396-400.

E. Ben Braiek, N. Aouina, S. Abid, Mohamed Cheriet. 2004. « Handwritten characters recognition based on SKCS-polyline and Hidden Markov Model (HMM) ». 1st International Symposium on Control, Communications and Signal Processing (ISCCSP) (Hammamet, Tunisia, March 21-24, 2004) p. 447-450. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Ezzedine Ben Braiek, Ali Meghoufel, Mohamed Cheriet. 2004. « SKCS - New kernel family with compact support ». International Conference on Image Processing (ICIP) (Singapor, Singapor, Oct. 18-21, 2004) p. 1181-1184. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

M. Besbes, M. Sayadi, E. Ben Braiek, F. Fnaiech, Mohamed Cheriet. 2004. « Étude comparative de trois fonctions floues pour le seuillage de l'histogramme bimodal des images ». Journées Tunisiennes de l’Automatique et de l’Electrotechnique (JTEA) (Tunis, Tunisie, 20-22 mai 2004)

Moez Besbes, Mounir Sayadi, Ezzedine Ben Braiek, Farhat Fnaiech, Mohamed Cheriet. 2004. « Segmentation d'images basée sur le seuillage et la morphologie mathématique : application au comptage des cellules ». Conférence Tunisienne de Génie Electrique (CTGE) (Tunis, Tunisie, 19-21 fév. 2004) p. 391-395. Association des spécialistes électriciens de Tunisie.

Nader Fnaiech, Sabeur Abid, Farhat Fnaiech, Mohamed Cheriet. 2004. « A modified version of a formal pruning algorithm based on local relative variance analysis ». 1st International Symposium on Control, Communications and Signal Processing (ISCCSP) (Hammamet, Tunisia, March 21-24, 2004) p. 849-852. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Yun Li, Satoshi Naoi, Mohamed Cheriet, Ching Y. Suen. 2004. « A segmentation method for touching italic characters ». 17th International Conference on Pattern Recognition (ICPR) (Cambridge, United kingdom, Aug. 23-26, 2004) p. 594-597. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2004. « A new representation of character shape and its use in on-line character recognition by a self organizing map ». International Conference on Image Processing (ICIP) (Singapore, Singapore, Oct. 18-21, 2004) p. 2123-2126. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2004. « On-line character recognition using histograms of features and an associative memory ». IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) p. V-841. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Jonathan Milgram, Mohamed Cheriet, Robert Sabourin. 2004. « Speeding up the decision making of support vector classifiers ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) p. 57-62. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Jonathan Milgram, Robert Sabourin, Mohamed Cheriet. 2004. « Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ». Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004) p. 25-29.

Jonathan Milgram, Robert Sabourin, Mohamed Cheriet. 2004. « Two-stage classification system combining model-based and discriminative approaches ». 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004) p. 152-155. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet. 2004. « A new non-linear exponential 2-D adaptive filter and its application in texture characterization ». IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) p. 589-592. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Abdenour Sehad, Lamia Mezai, Mohamed Tayed Laskri, Mohamed Cheriet. 2004. « Détection de l'inclinaison des documents arabes imprimés ». Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004)

Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet. 2004. « Recognition of unconstrained legal amounts handwritten on Chinese bank checks ». 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004) p. 610-613. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet. 2004. « Spiral recognition methodology and its application for recognition of Chinese bank checks ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) p. 263-268. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Nadia Twabi, Hamdi Yahyaoui, Sami Zhioua. 2004. « A dynamic compiler for embedded Java virtual machines ». Proceedings of the 3rd International Symposium on Principles and Practice of Programming in Java (Las Vegas, NV, USA, June 16-18, 2004) p. 100-106. Trinity College Dublin.

Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua. 2004. « A synergy between efficient interpretation and fast selective dynamic compilation for the acceleration of embedded Java virtual machines ». Proceedings of the 3rd International Symposium on Principles and Practice of Programming in Java (Las Vegas , NV, USA, June 16-18, 2004) p. 107-113. Trinity College Dublin.

Sylvie Ratté, Jocelyne Caron. 2004. « Le web pour enseigner par projets et favoriser la collaboration ». Revue Internationale des technologies en pédagogie universitaire. vol. 1 , nº 2. p. 27-33.

Yousef Al-Ohali, Mohamed Cheriet, Ching Suen. 2003. « Databases for recognition of handwritten Arabic cheques ». Pattern Recognition. vol. 36 , nº 1. p. 111-121.

V. Berthiaume, Mohamed Cheriet, Christian Gargour. 2003. « Handwritten character analysis by wavelet transform ». Communication lors de la conférence : Canadian Conference on Electrical and Computer Engineering 2003 (CCECE 03) ( Montreal, QC, Canada, May 4-17, 2003 )

Vincent Berthiaume, Mohamed Cheriet, Christian Gargour. 2003. « Analyse des caractères manuscrits par les moments de paquets d'ondelettes ». Conférence Canadienne en Génie Électrique et Informatique (Montréal, Canada, 4-7 mai 2003) p. 1933-1936. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Mohamed Cheriet. 2003. « Shock filters for character image enhancement and peeling ». Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) p. 1247-1251. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Mohamed Cheriet, L. Remaki. 2003. « Enhanced and restored signals as a generalized solution for shock filter models. Part II - numerical study ». Journal of Mathematical Analysis and Applications. vol. 279 , nº 2. p. 398-417.

Youssef Fataicha, Mohamed Cheriet, Jian Yun Nie, Ching Y. Suen. 2003. « Information retrieval based on OCR errors in scanned documents  ». Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) (WI, USA, June 16-22, 2003) p. 25-30. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Nader Fnaiech, Mounir Sayadi, Farhat Fnaiech, B. W. Jervis, Mohamed Cheriet. 2003. « A pruned multilayer neural network for brain diseases classification ». 5th International Conference on Neural Networks and Expert Systems in Medicine and Healthcare (NNESMED) (Sheffield, UK, July 21-23, 2003)

Neila Mezghani, Mohamed Cheriet, Amar Mitiche. 2003. « Combination of pruned Kohonen maps for on-line Arabic characters recognition ». 7th International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) p. 900-904. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Lakhdar Remaki, Mohamed Cheriet. 2003. « Enhanced and restored signals as a generalized solution for shock filter models. Part I - existence and uniqueness result of the Cauchy problem ». Journal of Mathematical Analysis and Applications. vol. 279 , nº 1. p. 189-209.

Lakhdar Remaki, Mohamed Cheriet. 2003. « Numerical schemes of shock filter models for image enhancement and restoration ». Journal of Mathematical Imaging and Vision. vol. 18 , nº 2. p. 129-143.

Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet. 2003. « Texture characterization based on a ChandraSekhar fast adaptive filter ». Conférence Sciences Electroniques, Technologies de l'Information et des Télécommunications (SETIT) (Sousse, Tunisia, Mar. 17-21, 2003)

Andrea Souza, Mohamed Cheriet, Satoshi Naoi, Ching Y. Suen. 2003. « Automatic filter selection using image quality assessment ». Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) p. 508-512. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Sylvie Ratté. 2003. « Les avantages d’un interface « visuel » et « gratuit » pour la simulation discrète ». Communication lors de la conférence : Colloque FITIC 2003 ( Montréal, QC, Canada, 8 mai 2003 )

Sylvie Ratté. 2003. « Une autre façon d’utiliser le WEB pour élaborer des sites de cours dynamiques ». Communication lors de la conférence : Colloque FITIC 2003 ( Montréal, QC, Canada, 8 mai 2003 )

M. Cheriet, S. N. Srihari. 2002. « Eighth International Workshop on Frontiers in Handwriting Recognition : proceedings : 6-8 August, 2002, Ontario, Canada ». Los Alamitos, Calif. : IEEE Computer Society. 530 p.

Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen. 2002. « Dynamic observations and dynamic state termination for off-line handwritten word recognition using HMM ». 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002) p. 314-319. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen. 2002. « Efficient estimation of pen trajectory from off-line handwritten words ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) p. 323-326. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen. 2002. « Introducing termination probabilities to HMM ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) p. 319-322. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

N. E. Ayat, Mohamed Cheriet, Ching Y. Suen. 2002. « Empirical error based optimization of SVM kernels : application to digit image recognition ». 8th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Niagara on the Lake, Canada, Aug. 6-8, 2002) p. 292-297. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Nedjem Eddine Ayat, Mohamed Cheriet, Ching Y. Suen. 2002. « KMOD - A two-parameter SVM kernel for pattern recognition ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) p. 331-334. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Nedjem Eddine Ayat, Mohamed Cheriet, Ching Y. Suen. 2002. « Optimization of the SVM kernels using an empirical error minimization scheme ». Pattern Recogniton with Support Vector Machines : First International Workshop, SVM 2002 Niagara Falls, Canada, August 10, 2002 Proceedings (Niagara Falls, Canada, Aug. 10, 2002) p. 354-369. Berlin, Germany : Springer-Verlag.

Y. Fataicha, Mohamed Cheriet, J. Y. Nie, Ching Y. Suen. 2002. « Content analysis in document images : a scale space approach ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) p. 335-338. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Farhat Fnaiech, Sabeur Abid, Nizar Ellala, Mohamed Cheriet. 2002. « A comparative study of fast neural network learning algorithms ». IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) p. 24-29. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Nader Fnaiech, Farhat Fnaiech, Mohamed Cheriet. 2002. « A new feedforward neural network pruning algorithm: SSM-Iterative pruning (SSMIP) ». IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) p. 342-347. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Hechmi Khlifi, Jocelyn Desbiens, Mohamed Cheriet. 2002. « Building groupwares over duplicated object systems ». Groupware: Design, Implementation, and Use : 8th International Workshop, CRIWG 2002 La Serena, Chile, September 1–4, 2002 Proceedings (La Sarena, Chile, Sept. 1-4, 2002) p. 245-254. Berlin, Germany : Springer-Verlag.

Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2002. « On-line recognition of handwritten Arabic characters using a Kohonen neural network ». 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002) p. 490-495. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. 2002. « StrCombo : combination of string recognizers ». Pattern Recognition Letters. vol. 23 , nº 4. p. 381-394.

Jean-Marc Mac-Thiong, Hubert Labelle, Luc Duong, Carl-Eric Aubin. 2002. « A new technique for intraoperative analysis of trunk geometry in adolescent idiopathic scoliosis ». Canadian Journal of Surgery = Journal Canadien de Chirurgie. vol. 45 , nº 3. p. 219-223.

Sylvie Ratté. 2002. « Using Excel in an introductory programming course: the advantages of a "free" and "visual" interface to learn basic and advanced programming concepts ». 2002 ASEE Annual Conference and Exposition Proceedings : Montréal, Québec, June 16-19, 2002 (Montreal, QC, Canada, June 16-19, 2002) Washington, DC, USA : American Society for Engineering Education.

Sylvie Ratté, J. Caron. 2002. « Notas sobre la utilización del web para enseñar la programación ». Third Workshop on Higher Education Pedagogy, Universidad 2002 (Havana, Cuba, 2002) Havana, Cuba : Publicaciones Electrónicas SOFTCAL.

Sylvie Ratté, J. Caron. 2002. « On using the web as a collaboration space in the context of an industrial simulation ». Communication lors de la conférence : 7th annual conference on innovation and technology in computer science education (ACM ITICSE'02) ( Aarhus, Denmark, 2002 )

Sylvie Ratté, Jocelyne Caron. 2002. « Learning to program in the context of an industrial simulation : a pedagogical experiment in C++ and its implications for curriculum development ». 2002 ASEE Annual Conference and Exposition: Vive L'ingénieur (Montreal, QC, Canada, June 16-19, 2002) p. 1491-1499. American Society for Engineering Education.

Sylvie Ratté, Jocelyne Caron. 2002. « On using the Web as a collaboration space in the context of an industrial simulation ». SIGCSE Bulletin. vol. 34 , nº 3. p. 141-145.

Sylvie Ratté, Jocelyne Caron. 2002. « On using the Web as a collaboration space in the context of an industrial simulation ». 7th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE) (Aarhus, Denmark, June 24-28, 2002) p. 141-145. New York, NY, USA : Association for Computing Machinery.

N. E. Ayat, Mohamed Cheriet, Lakhdar Remaki, Ching Y. Suen. 2001. « KMOD - a new support vector machine kernel with moderate decreasing for pattern recognition. Application to digit image recognition ». Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) p. 1215-1219. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Adel Belouchrani, Mohamed Cheriet. 2001. « On the use of a new compact support kernel in time frequency analysis ». 11th IEEE Workshop on Statistical Signal Processing (Singapor, Singapor, Aug. 6-8, 2001) p. 333-336. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

E. Ben Braik, M. Cheriet. 2001. « Extraction of handwritten data from noisy gray-level images using a separable version of KCS kernel family ». Actes/Proceedings : International Conference on Image and Signal Processing, ICISP'2001, May 03-05, 2001-Agadir-Morocco (Agadir, Morocco, May 3-5, 2001) p. 125-131.

Youssef Fataicha, Mohamed Cheriet, Jian Yun Nie. 2001. « Détection multi-échelle d'objets dans des images de documents composites ». International Conference on Image and Signal Processing (Agadir, Maroc, 3-5 mai 2001) p. 538-546.

Jean-Philippe Valois, Myriam Côté, Mohamed Cheriet. 2001. « Online recognition of sketched electrical diagrams ». Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) p. 460-464. Los Aalmitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Ye Xiangyun, Mohamed Cheriet, Ching Y. Suen. 2001. « A generic method of cleaning and enhancing handwritten data from business forms ». International Journal on Document Analysis and Recognition. vol. 4 , nº 2. p. 84-96.

Ye Xiangyun, Mohamed Cheriet, Ching Y. Suen. 2001. « Stroke-model-based character extraction from gray-level document images ». IEEE Transactions on Image Processing. vol. 10 , nº 8. p. 1152-1161.

Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. 2001. « A framework of combining numeric string recognizers ». 6th International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) p. 716-720. Los Aalmitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Sylvie Ratté, Jocelyne Caron. 2001. « L'APSI - Apprentissage de la programmation par la simulation industrielle : Un exemple de cours hybride avec Internet ». Congrès du réseau des Universités du Québec sur l'intégration des nouvelles technologies de l'information (Hull, QC, Canada, 2001)

Gregory Dudek, Mohamed Cheriet. 2000. « Vision Interface '2000 : Actes / Proceedings ». Association Canadienne de Traitement d'images reconnaissance de formes. 403 p.

Yousef Al-Ohali, Mohamed Cheriet, Ching Suen. 2000. « Databases for recognition of handwritten Arabic cheques ». 7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings (Amsterdam, Netherlands, Sept. 11-13, 2000) p. 601-606. Nijmefen : International Unipen Foundation.

N. E. Ayat, Mohamed Cheriet, Ching Suen. 2000. « Un système neuro-flou pour la reconnaissance de montants numériques de chèques arabes ». CIFED'2000. Colloque International Francophone sur l’Écrit et le Document (Lyon, France, 3-5 juil. 2000) p. 171-180. Lausanne, Suisse : Presses polytechniques et universitaires romandes.

H. Miled, C. Olivier, Mohamed Cheriet. 2000. « Modélisation de la notion de pseudo-mot en reconnaissance de mots manuscrits arabes ». CIFED'2000. Colloque International Francophone sur l’Écrit et le Document (Lyon, France, 3-5 juil. 2000) p. 161-170. Lausanne, Suisse : Presses polytechniques et universitaires romandes.

Lakhdar Remaki, Mohamed Cheriet. 2000. « KCS - new kernel family with compact support in scale space : formulation and impact ». IEEE Transactions on Image Processing. vol. 9 , nº 6. p. 970-981.

Xiangyun Ye, Ching Suen, Mohamed Cheriet. 2000. « A generic system to extract and clean handwritten data from business forms ». 7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings (Amsterdam, Netherlands, Sept. 11-13, 2000) p. 63-72. Nijmefen : International Unipen Foundation.

M. Cheriet, Y. H. Yang. 1999. « Vision Interface : Real world applications of computer vision ». World Scientific.

Mohamed Cheriet. 1999. « Extraction of handwritten data from noisy gray-level images using a multiscale approach ». International Journal of Pattern Recognition and Artificial Intelligence. vol. 13 , nº 5. p. 665-684.

Mohamed Cheriet. 1999. « Extraction of handwritten data from noisy gray-level images using a multiscale approach ». In Vision Interface : Real world applications of computer vision Coll. «Series in Machine Perception and Artificial Intelligence», . p. 79-98. World Scientific.

Mohamed Cheriet, Y. H. Yang. 1999. « Vision Interface - real world applications of computer vision - preface ». International Journal of Pattern Recognition and Artificial Intelligence. vol. 13 , nº 5. p. 589-590.

Lakhdar Remaki, Mohamed Cheriet. 1999. « Building new kernel family with compact support, in scale-space ». Vision Interface Conference (Trois-Rivières, Canada, May 19-21, 1999) p. 445-452. Toronto, Canada : Canadian Image Processing and Pattern Recognition Society.

Lakhdar Remaki, Mohamed Cheriet. 1999. « Visual data extraction from bi-level document images using a generalized kernel family with compact support, in scale-space ». Fifth International Conference on Document Analysis and Recognition (Bangalore, India, Sept. 20-22, 1999) p. 609-612. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Yuan Y. Tang, M. Cheriet, Jiming Liu, J. N. Said, Ching Y. Suen. 1999. « Document analysis and recognition by computers ». In Handbook of pattern recognition and computer vision . 2nd ed.. p. 579-612. World Scientific.

Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. 1999. « Model-based character extraction from complex backgrounds ». Proceedings of the Fifth International Conference on Document Analysis and Recognition (Bangalore, India, Sept. 20-22, 1999) p. 511-514. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Xiangyun Ye, Mohamed Cheriet, Y. Ching Suen, Ke Liu. 1999. « Extraction of bankcheck items by mathematical morphology ». International Journal on Document Analysis and Recognition. vol. 2 , nº 2. p. 53-66.

Xiangyun Ye, Ching Y. Suen, Mohamed Cheriet, Eugenia Wang. 1999. « A recent development in image analysis of electrophoresis gels ». Affiche présentée lors de la conférence : Vision Interface '99, Trois-Rivières, Canada, 19-21 May ( Trois-Rivières, QC, Canada, May 19-21, 1999 )

Mohamed Cheriet, Herbert Yang. 1998. « Vision Interface '98 : proceedings, Vancouver, B.C., 18-20 June, 1998 ». Montréal : Canadian Image Processing and Pattern Recognition Society. 491 p.

Mohamed Cheriet. 1998. « Extraction of handwritten data from noisy gray-level images using a multi-scale approach ». Vision Interface Conference (Vancouver, BC, Canada, June 18-20, 1998) p. 389-396. Toronto, ON, Canada : Canadian Information Processing Society.

Mohamed Cheriet, H. Miled, Claude Olivier. 1998. « Visual aspect of cursive arabic handwriting recognition ». Vision Interface Conference (Vancouver, Canada, June 18-20, 1998) p. 263-270. Toronto, Canada : Canadian Image Processing and Pattern Recognition Society.

Mohamed Cheriet, J. N. Said, C. Y. Suen. 1998. « A recursive thresholding technique for image segmentation ». IEEE Transactions on Image Processing. vol. 7 , nº 6. p. 918-921.

M. Coté, E. Lecolinet, Mohamed Cheriet, Ching Y. Suen. 1998. « Automatic reading of cursive scripts using a reading model and perceptual concepts : the PERFECTO system ». International Journal on Document Analysis and Recognition. vol. 1 , nº 1. p. 3-17.

H. Miled, M. Cheriet, C. Olivier. 1998. « Multi-level Arabic handwritten words recognition ». Advances in Pattern Recognition : Joint IAPR International Workshops SSPR'98 and SPR'98 Sydney, Australia, August 11–13, 1998 Proceedings (Sydney, Australia, Aug. 11-13, 1998) p. 944-951. Springer Verlag.

H. Miled, M. Cheriet, C. Olivier, Y. Lecourtier. 1998. « Markovian modeling of arabic cursive handwriting ». Vision Interface '98 : proceedings, Vancouver, B.C., 18-20 June, 1998 (Vancouver, BC, Canada, June 18-20, 1998) p. 255-262. Montréal : Canadian Image Processing and Pattern Recognition Society.

H. Miled, Mohamed Cheriet, Claude Olivier, Y. Lecourtier. 1998. « Modélisation markovienne de l'écriture arabe manuscrite: une approche analytique ». Actes du 1er colloque international francophone sur l'écrit et le document tenu dans le cadre du congrès de l'Acfas à Québec en mai 1998 (Québec, QC, Canada, 11-13 mai 1998) p. 50-59. Montréal, QC, Canada : Association canadienne-française pour l'avancement des sciences.

Mohamed Cheriet, J.N. Said, Ching Y. Suen. 1997. « Un modèle formel pour le traitement de données visuelles sur des formulaires d’affaires et documents manuscrits ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) p. 172-183. Montréal : Association canadienne-française pour l'avancement des sciences.

M. Côté, M. Cheriet, E. Lecolinet, C. Y. Suen. 1997. « Automatic reading of cursive scripts using human knowledge ». Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) p. 107-111. Los Alamitos, CA, USA : International Association for Pattern Recognition.

Marc-Alexis Côté, Mohamed Cheriet, Ching Y. Suen, E. Lecolinet. 1997. « Détection des lignes de référence de mots cursifs à l’aide de l’entropie ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) p. 184-193. Montréal : Association canadienne-française pour l'avancement des sciences.

Marc-Alexis Côté, E. Lecolinet, Mohamed Cheriet, Ching Y. Suen. 1997. « Lecture automatique d’écriture cursive utilisant des concepts perceptifs ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) p. 131-140. Montréal : Association canadienne-française pour l'avancement des sciences.

Ke Liu, Ching Y. Suen, Mohamed Cheriet, Joseph N. Said, Christine Nadal, Yuan Y. Tang. 1997. « Automatic extraction of baselines and data from check images ». International Journal of Pattern Recognition and Artificial Intelligence. vol. 11 , nº 4. p. 675-697.

H. Miled, C. Olivier, Y. Lecourtier, M. Cheriet. 1997. « Coupling observation/letter for a Markovian modelisation applied to the recognition of Arabic handwriting ». Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) p. 580-583. Los Alamitos, CA, USA : IEEE.

Mohamed Cheriet, Daniel Crevier, Jacques A. de Guise, Sylvie Doré, Pierre Dumouchel, Richard Lepage, Rita Noumeir, Robert Sabourin. 1996. « Présentation des activités du laboratoire d'imagerie, de vision et d'intelligence artificielle ». Communication lors de la conférence : Conférence-midi du Département de Génie Électrique de l'ÉTS ( Montréal, QC, Canada, 15 févr. 1996 )

Myriam Côté, Eric Lecolinet, Mohamed Cheriet, Ching Y. Suen. 1996. « Using reading models for cursive script recognition ». In Handwriting and drawing research : basic and applied issues . p. 299-313. IOS Press ; Ohmsha.

H. Miled, C. Olivier, Y. Lecourtier, M. Cheriet. 1996. « Segmentation and description of arabic handwritten words by multi-agent approach ». The first KFUPM workshop on information and computer science: June 9, 1996; workshop proceedings (Dahran, Saudi Arabia, June 9, 1996) p. 151-157. Dhahran, Saudi Arabia : KFUPM Press.

H. Miled, C. Olivier, Y. Lecourtier, M. Cheriet. 1996. « Segmentation et codage de mots manuscrits arabes par une approche Blackboard ». L'Ecrit et le document: 4ème colloque national sur ..., Nantes, France, 3-5 Juillet, 1996 (Nantes, France, 3-5 juil., 1996) p. 185-192. Nantes, France : Université de Nantes.

J. N. Said, M. Cheriet, C. Y. Suen. 1996. « Extended formal module for visual data processing of business forms and bank cheques ». Vision interface '96: Toronto, Ontario, 21-24, May/Mai 1996; proceedings/actes (Toronto, ON, Canada, May 21-24, 1996) p. 84-92. Toronto, ON, Canada : Canadian Information Processing Society.

J. N. Said, Mohamed Cheriet, C. Y. Suen. 1996. « Dynamical morphological processing: A fast method for base line extraction ». Proceedings of the 13th International Conference on Pattern Recognition, 1996 (Vienna, Austria, Aug. 25-29, 1996) p. 8-12. Institute of Electrical and Electronics Engineers Inc..

Ching Y. Suen, L. Lam, D. Guillevic, N. W. Strathy, Mohamed Cheriet, J. N. Said, R. Fan. 1996. « Bank check processing system ». International Journal of Imaging Systems and Technology. vol. 7 , nº 4. p. 392-403.

M. Cheriet, J. Said, C. Y. Suen. 1995. « A formal model for document processing of business forms ». Proceedings of the third International Conference on Document Analysis and Recognition (Montreal, QC, Canada, Aug. 14-16, 1995) p. 210-213. Los Alamitos, CA, USA : IEEE.

M. Cheriet, J. Said, C. Y. Suen. 1995. « A formal model for document processing: overview ». 5th Annual IRIS/PRECARN Conference (Vancouver, BC, Canada, June 13-15, 1995) p. 81-82.

M. Coté, E. Lecolinet, M. Cheriet, C. Y. Suen. 1995. « Building a perception based model for reading cursive script ». 5th Annual IRIS*PRECARN Conference (Vancouver, BC, Canada, June 13-15, 1995) p. 75-76.

M. Côté, E. Lecolinet, M. Cheriet, C. Y. Suen. 1995. « Building a perception based model for reading cursive script ». Proceedings of the third International Conference on Document Analysis and Recognition (Montreal, QC, Canada, Aug. 14-16, 1995) p. 898-901. Los Alamitos, CA, USA : IEEE.

M. Côté, E. Lecolinet, M. Cheriet, C. Y. Suen. 1995. « Using reading models for cursive script recognition ». 7th IGS conference (London, ON, Canada, Aug. 6-10, 1995) p. 75-76.

L. Lam, C. Y. Suen, D. Guillevic, N. W. Strathy, M. Cheriet, K. Liu, J. N. Said. 1995. « Automatic processing of information on cheques ». IEEE International Conference on Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century (Vancouver, BC, Canada, Oct. 22-25, 1995) p. 2353-2358. IEEE.

Yuan Y. Tang, Ching Y. Suen, Yan Chang De, Mohamed Cheriet. 1995. « Financial document processing based on staff line and description language ». IEEE Transactions on Systems, Man and Cybernetics. vol. 25 , nº 5. p. 738-754.

A. Ameur, K. Romeo-Pakker, H. Miled, M. Cheriet. 1994. « Approche globale pour la reconnaissance des mots manuscrits arabes ». CNED 94 : 3ème Colloque national sur l'écrit et le document, Rouen, 6-7-8 juillet 1994 (Rouen, France, 6-8 juillet 1994) p. 151-157. Mont-Saint-Aignan, France : IUT de Rouen.

M. Cheriet, R. Thibault, R. Sabourin. 1994. « Segmentation visuelle des caractères manuscrits ». 4th Annual IRIS/PRECARN Conference (Toronto, ON, Canada, 21-23 june, 1994) p. 148-149.

Mohamed Cheriet. 1994. « Towards a visual recognition of cursive script ». Fundamentals in Handwriting Recognition (Toulouse, France, June 21-July 3rd, 1993) p. 223-227. Berlin, Germany : Springer-Verlag.

Mohamed Cheriet, R. Thibault, Robert Sabourin. 1994. « A multi-resolution based approach for handwriting segmentation in gray-scale images ». IEEE International Conference Image Processing (ICIP) (Austin, TX, USA, Nov. 13-16, 1994) p. 159-163. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Mohamed Cheriet. 1993. « Reading cursive script by parts ». IAPR Third International Workshop on Frontiers in Handwriting (Buffalo, NY, USA, May 25-27, 1993) p. 108-110.

Mohamed Cheriet, C. Nadal, Ching Y. Suen. 1993. « Visual aspect of handwriting recognition ». 6th International Conference on Handwriting and Drawing (ICOHD) (Paris, France, July 4-7, 1993) p. 403-408.

Mohamed Cheriet, Ching Y. Suen. 1993. « Extraction of key letters for cursive script recognition ». Pattern Recognition Letters. vol. 14 , nº 12. p. 1009-1017.

Robert Sabourin, Mohamed Cheriet, Christian Genest. 1993. « An extended-shadow-code based approach for off-line signature verification ». Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93) (Tsukuba Science City, Japan, Oct. 20-22, 1993) p. 1-5. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers (IEEE).

Ching Y. Suen, R. Legault, C. Nadal, Mohamed Cheriet, L. Lam. 1993. « Building a new generation of handwriting recognition systems ». Pattern Recognition Letters. vol. 14 , nº 4. p. 303-315.

Yuan Y. Tang, Yan Chang De, Mohamed Cheriet, Ching Y. Suen. 1993. « Automatic analysis and understanding of documents ». In Handbook of Pattern Recognition and Computer Vision . p. 625-654. World Scientific.

Mohamed Cheriet, Y. S. Huang, C. Y. Suen. 1992. « Background region-based algorithm for the segmentation of connected digits ». 11th IAPR International Conference on Pattern Recognition : August 30-September 3, 1992, the Hague, the Netherlands : proceedings (The Hague, Netherlands, Aug. 30-Sept. 3, 1992) p. 619-622. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers (IEEE).

Yuan Y. Tang, Seong-Whan Lee, Mohamed Cheriet, Ching Y. Suen. 1992. « Automatic knowledge acquisition from form documents ». Proceedings of the 2nd Pacific Rim International Conference on Artificial Intelligence (Seoul, South Korea, Sept. 15-18, 1992) p. 840-846. Korean Information Science Society Center for Articficial Intelligence Research.

M. Cheriet, C. Y. Suen. 1991. « Automated entry systems for handwritten documents ». RIAO 91 : Conference proceedings with presentation of prototypes and operational systems : Intelligent text and image handling (Barcelona, Spain, Apr. 2-5, 1991) p. 211-223.

Y. Y. Tang, C. Y. Suen, C. D. Yan, M. Cheriet. 1991. « Documents analysis and understanding : a brief survey ». Proceedings First International Conference on Document Analysis and Recognition = Actes de la conférence / Conférence Internationale sur l'Analyse et la Reconnaissance de Documents (Saint-Malo, France, Sept. 30-Oct. 2, 1991) p. 17-31. AFCET : IRISA/INRIA : École Nationale Supérieure des Télécommunications.

J. C. Simon, M. Cheriet. 1990. « Finding ascenders and descenders of handwritten words ». Communication lors de la conférence : International Association for Pattern Recognition (IAPR) Workshop on syntactic and structural pattern recognition ( Murray Hill, NJ, USA, June 13-15, 1990 )

M. Cheriet. 1989. « Implementation and optimization of a dictionary access system based on robustness features for multifont printed characters ». Fourth International Symposium on Computers and Information Sciences (Izmir, Turkey, Oct. 30-Nov. 1, 1989) p. 417-427.

M. Cheriet. 1989. « Implementation and optimization of a dictionary access system based on the notion of graphisms and associated features for multifont printed characters ». Sixth Scandinavian Conference on Image Analysis (Oulu, Finland, June 19-22, 1989) p. 6007-6012.

M. Cheriet, J. P. Crettez. 1989. « Mise en oeuvre d'un opérateur de reconnaissance de caractères multifontes utilisant les notions de primitives associées et de graphiques ». 7e Congrès Reconnaissance des Formes et Intelligence Artificielle (Paris, France, 29 nov.-1 déc. 1989) p. 1483-1491. AFCET.

M. Cheriet, J. P. Crettez. 1989. « Mise en oeuvre d'un processus de sélection de primitives robustes en vue de la reconnaissance de caractères multifontes ». Pixim 89, l'image numérique à Paris : actes du 2ème Colloque scientifique international, 25-29 septembre 1989, Palais des Congrès, Paris = Pixim 89, Computer graphics in Paris : proceedings of the 2th International Conference, September 25th-29th 1989 (Paris, France, 25-29 sept. 1989) p. 357-370. Paris : Hermès.