Chakib Tadj

Professeur
Degrees Dipl. d'ing. (Algérie), D.E.A. (Université Pierre-et-Marie-Curie, France), Ph.D. (ENST, France)
Office A-2633
Presentation

Département de génie électrique

Research interests:

  • Information and Communications Technologies

Research areas:

  • Pervasive computing
  • Multimodal systems
  • Speech and signal processing
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2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE). Proceedings
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2015 International Conference on Advances in Biomedical Engineering (ICABME)
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Advances in Grid and Pervasive Computing : Second International Conference, GPC 2007, Paris, France, May 2-4, 2007. Proceedings
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Advances in Grid and Pervasive Computing : First International Conference, GPC 2006, Taichung, Taiwan, May 3-5, 2006 : Proceedings
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IEEE International Symposium on Industrial Electronics (ISIE)
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Canadian Conference on Electrical and Computer Engineering (CCECE)
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45th Midwest Symposium on Circuits and Systems
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Ninth IEEE International Symposium on Multimedia (ISM)
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20th International Conference on Computer and Their Applications in Industry and Engineering (CAINE)
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Fourth International Symposium on Multimedia Software Engineering
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International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing (CompSysTech)
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14th Conference on l'Interaction Homme-Machine
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IEEE Workshop on Knowledge Media Networking
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7th International Workshop on Acoustic Echo and Noise Control
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The Tenth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM)
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Canadian Conference on Electrical and Computer Engineering (CCECE)
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IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)
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Canadian University Software Engineering Conference (CUSEC) : Engineering Useful Software
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IEEE International Symposium on Industrial Electronics (ISIE)
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International Symposium on Communications and Information Technologies (ISCIT)
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Autonomic communication
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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4th International Conference on Image and Signal Processing (ICISP)
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24th Canadian Conference on Electrical and Computer Engineering (CCECE)
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Proceedings of the International Computer Sciences and Informatics Conference (ICSIC 2016)
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2013 World Congress on Computer and Information Technology (WCCIT)
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Proceedings of the World Congress on Engineering and Computer Science 2015
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2014 World Symposium on Computer Applications & Research (WSCAR)
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16th International Conference on Computing (ICC)
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3rd International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM)
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Workshop on Middleware for Ubiquitous and Pervasive Systems (WUMPS)
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Canadian Conference on Electrical and Computer Engineering (CCECE)
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RLA2C Speaker Recognition and its Commercial and Forensic Applications
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16th International Conference on Computing (ICC)
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SCI 2000: ISAS: World Multiconference on Systemics, Cybernetics and Informatics: July 23-26, 2000, Orlando, Florida, USA: proceedings
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8th European Conference on Speech Communication and Technology (EUROSPEECH)
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8th International Conference on Spoken Language Processing (ICSLP)
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6th World Multiconference on Systemics, Cybernetics and Informatics
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Eurospeech 97: 5th European Conference on Speech Communication and Technology: Rhodes, Greece, 22-25 September, 1997
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IEEE International Conference on Acoustics, Speech and Signal Processing
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Eurospeech 97: 5th European Conference on Speech Communication and Technology: Rhodes, Greece, 22-25 September, 1997
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45th Midwest Symposium on Circuits and Systems
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INTERSPEECH - 8th International Conference on Spoken Language Processing
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International Symposium on Communications and Information Technologies (ISCIT)
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WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings
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3rd International Conference on Mobile Technology, Applications and Systems
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WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc.
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14th ACM International Conference on Ubiquitous Computing
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9th International Conference on Smart Homes and Health Telematics (ICOST)
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12th International Conference on Computer Systems and Technologies (CompSysTech)
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25ième Conférence Canadienne de Génie Électrique et Génie Informatique (CCGEI)
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Courses and support services

Courses

ELE265 Traitement de signaux (Winter 2021)
ELE767 Apprentissage machine en intelligence artificielle (Winter 2021)
ELE265 Traitement de signaux (Fall 2020)
ELE265 Traitement de signaux (Summer 2020)

Assistance to students

Mémoire à 21 crédits

    Co-directed by: Gargour, Christian S.
    Utilisation de la transformée de Fourier et de la transformée d'ondelettes pour la reconnaissance du locuteur, by Badri,Nabil.
    Fall 2002

Mémoire à 24 crédits

    Nouvelles techniques de segmentation pour caractériser le timbre vocal d'un locuteur en vue de la vérification automatique de l'identité., by Benlahouar,Azzouz.
    Summer 2003

Projet d'application à 9 crédits

    Interfaces multimodales : étude de faisabilité, by Kouch,Faycal.
    Fall 2002

    Co-directed by: Sahraoui, Houari Abdelkrim
    Les réseaux de pétri colorés, une approche de vérification dynamique d'une base de connaissances hybride "objet-règle", by Laroussi,Toufik.
    Fall 2003

Thèse de doctorat

    Architectures et modèles dynamiques dédiés aux applications multimodales, by Djenidi,Hicham.
    Summer 2007

Thèse de doctorat (recherche appliquée)

    Co-directed by: Bellik, Yacine
    Techniques d'interaction multimodales pour l'accès aux mathématiques par des personnes non-voyantes, by Awde,Ali.
    Summer 2009

    Co-directed by: Levy, Nicole
    A Paradigm of an Interaction Context-Aware Pervasive Multimodal Multimedia Computing System, by Hina,Manolo Dulva.
    Summer 2010

    Co-directed by: Chokri, Ben Amar
    Architecture logicielle pour l'informatique diffuse : modélisation du contexte et adaptation dynamique des services, by Miraoui,Moeiz.
    Summer 2009

    Using Acoustic Features and Features Fusion in Infant Cry Diagnostic System, by Khalilzad,Zahra.
    Summer 2021

    Caractérisation des cris des nourrissons en vue du diagnostic précoce de différentes pathologies, by Kheddache,Yasmina.
    Winter 2014

    Co-directed by: Ramdane-Cherif, Amar
    Fusion multimodale pour les systèmes d'interaction, by Wehbi,Ahmad.
    Summer 2013

    Co-directed by: Ramdane-Cherif, Amar
    Fission Multimodale pour les sytèmes d'interaction, by Zaguia,Atef.
    Fall 2013

    Co-directed by: Miraoui, Moeiz
    Modélisation et spécification formelle de contexte et sa prédiction dans les systèmes diffus: une approche basée sur la logique temporelle et le modèle stochastique, by Ameyed,Darine.
    Fall 2016

    Diagnosis of Diseases in Newborn Infants by Analysis of Cry Signals, by Farsaie Alaie,Hesam.
    Summer 2015

    Co-directed by: Miraoui, Moeiz
    Adaptation dynamique des services dans l'informatique ubiquitaire par utilisation de similarité contextuelle, by Guessoum,Djamel.
    Summer 2016

    Segmentation automatique des cris des nouveau-nés en vue du dépistage précoce des problèmes neurophysiologiques, by Abou-Abbas,Lina.
    Fall 2016

    Co-directed by: Miraoui, Moeiz
    Adaptation de services dans un espace intelligent sensible au contexte, by Belaidouni,Somia.
    Summer 2018

    Use of Prosodic Features in Infant Cry Diagnostic System, by Salehianmatikolaie,Fatemeh.
    Winter 2021

    Co-directed by: Gargour, Christian S.
    Automatic Diagnosis of Newborn Cry Audio Signals Based on Multiscale Complexity Measures and Deep Learning Features, by Lahmiri,Salim.
    Summer 2021

Mémoire à 30 crédits

    Co-directed by: Ramdane-Cherif, Amar
    Fusion multimodale et services web, by Zaguia,Atef.
    Fall 2010

    Développement d'un réseau de neurones récurrent pour le diagnostique précoce chez les nouveaunés, by Gunarathinam,Anisan.
    Winter 2021

    Étude comparative des différentes méthodes d'estimation de la fréquence fondamentale des cris des nouveau-nés, by Nekab,Khedidja.
    Fall 2013

    Co-directed by: Gargour, Christian S.
    Dépistage de pathologies par analyse de cris néonataux à l'aide de réseaux de neurones, by Brault,François.
    Fall 2018

    Déploiement d'une infrastructure automatique pour la détection des épidemies, by Sari,Yugurta.
    Winter 2021

Publications
Peer-reviewed article published in a refereed journal (51)

Salim Lahmiri, Chakib Tadj, Christian Gargour, Stelios Bekiros. 2021. « Characterization of infant healthy and pathological cry signals in cepstrum domain based on approximate entropy and correlation dimension ». Chaos, Solitons and Fractals. vol. 143 7 p.

Fatemeh Salehian Matikolaie, Chakib Tadj. 2020. « On the use of long-term features in a newborn cry diagnostic system ». Biomedical Signal Processing and Control. vol. 59 9 p.

Yasmina Kheddache, Chakib Tadj. 2019. « Identification of diseases in newborns using advanced acoustic features of cry signals ». Biomedical Signal Processing and Control. vol. 50 p. 35-44.

Darine Ameyed, Moeiz Miraoui, Atef Zaguia, Fehmi Jaafar, Chakib Tadj. 2018. « Using probabilistic temporal logic PCTL and model checking for context prediction ». Computing and Informatics. vol. 37 , nº 6. p. 1411-1442.

Moeiz Miraoui, Sherif El-etriby, Chakib Tadj, Abdulbasit Zaid Abid. 2018. « A hybrid modular context-aware services adaptation for a smart living room ». Intelligent Automation and Soft Computing. vol. 24 , nº 2. p. 299-307.

Lina Abou-Abbas, Chakib Tadj, Hesam Alaie Fersaie. 2017. « A fully automated approach for baby cry signal segmentation and boundary detection of expiratory and inspiratory episodes ». Journal of the Acoustical Society of America. vol. 142 , nº 3. p. 1318-1331.

Lina Abou-Abbas, Chakib Tadj, Christian Gargour, Leila Montazeri. 2017. « Expiratory and inspiratory cries detection using different signals' decomposition techniques ». Journal of Voice. vol. 31 , nº 2. 16 p. p. 259.e13-259.e28.

Somia Belaidouni, Moeiz Miraoui, Chakib Tadj. 2017. « Using MVCA to improve architecture modularity of smart spaces ». Journal of Computer Science. vol. 13 , nº 10. p. 460-469.

H. Dahmani, C. Tadj. 2017. « Quantifying baby crying rhythm abnormalities using multilayer perceptron ». The Mediterranean Journal of Measurement and Control. vol. 13 , nº 4. p. 824-833.

Djamel Guessoum, Moeiz Miraoui, Chakib Tadj. 2017. « Contextual case-based reasoning applied to a mobile device ». International Journal of Pervasive Computing and Communications. vol. 13 , nº 3. p. 282-299.

Darine Ameyed, Moeiz Miraoui, Chakib Tadj. 2016. « Spatiotemporal context modelling in pervasive context-aware computing environment: a logic perspective ». International Journal of Advanced Computer Science and Applications. vol. 7 , nº 4. p. 407-414.

Somia Belaidouni, Moeiz Miraoui, Chakib Tadj. 2016. « Towards an efficient smart space architecture ». International Journal of Advanced Studies in Computer Science and Engineering. vol. 5 , nº 1. p. 18-27.

Hesam Farsaie Alaie, Lina Abou-Abbas, Chakib Tadj. 2016. « Cry-based infant pathology classification using GMMs ». Speech Communication. vol. 77 p. 28-52.

Djamel Guessoum, Moeiz Miraoui, Chakib Tadj. 2016. « Contextual location prediction using spatio-temporal clustering ». International Journal of Pervasive Computing and Communications. vol. 12 , nº 3. p. 290-309.

Djamel Guessoum, Moeiz Miraoui, Atef Zaguia, Chakib Tadj. 2016. « A measure of semantic similarity between a reference context and a current context ». Journal of Ambient Intelligence and Smart Environments. vol. 8 , nº 6. p. 697-707.

Moeiz Miraoui, Sherif El-etriby, Abdulasit Zaid Abid, Chakib Tadj. 2016. « Agent-based context-aware architecture for a smart living room ». International Journal of Smart Home. vol. 10 , nº 5. p. 39-54.

Lina Abou-Abbas, Hesam Fersaie Alaie, Chakib Tadj. 2015. « Automatic detection of the expiratory and inspiratory phases in newborn cry signals ». Biomedical Signal Processing and Control. vol. 19 p. 35-43.

Darine Ameyed, Moeiz Miraoui, Chakib Tadj. 2015. « A spatiotemporal context definition for service adaptation prediction in a pervasive computing environment ». International Journal of Advanced Studies in Computers, Science and Engineering. vol. 4 , nº 4. p. 6-14.

Darine Ameyed, Moeiz Miraoui, Chakib Tadj. 2015. « A survey of prediction approach in pervasive computing ». International Journal of Scientific and Engineering Research. vol. 6 , nº 5. p. 306-316.

Meryem Boudra, Manolo Dulva Hina, Amar Ramdane-Cherif, Chakib Tadj. 2015. « Architecture and ontological modelling for assisted driving and interaction ». International Journal of Advanced Computer Research. vol. 5 , nº 20. p. 270-283.

Djamel Guessoum, Moeiz Miraoui, Chakib Tadj. 2015. « Survey of semantic similarity measures in pervasive computing ». International Journal on Smart Sensing and Intelligent Systems. vol. 8 , nº 1. p. 125-158.

Yasmina Kheddache, Chakib Tadj. 2015. « Resonance frequencies behavior in pathologic cries of newborns ». Journal of Voice. vol. 29 , nº 1. p. 1-12.

Atef Zaguia, Chakib Tadj, Amar Ramdane-Cherif. 2015. « Context-based method using bayesian network in multimodal fission system ». International Journal of Computational Intelligence Systems. vol. 8 , nº 6. p. 1076-1090.

Atef Zaguia, Chakib Tadj, Amar Ramdane-Cherif. 2015. « Prototyping using a pattern technique and a context-based bayesian network in multimodal systems ». International Journal on Smart Sensing and Intelligent Systems. vol. 8 , nº 3. p. 1667-1686.

Hesam Farsaie Alaie, Chakib Tadj. 2013. « Splitting of Gaussian models via adapted BML method pertaining to cry-based diagnostic system ». Engineering. vol. 5 , nº 10B. p. 277-283.

Yasmina Kheddache, Chakib Tadj. 2013. « Acoustic measures of the cry characteristics of healthy newborns and newborns with pathologies ». Journal of Biomedical Science and Engineering. vol. 6 , nº 8. p. 796-804.

Yasmina Kheddache, Chakib Tadj. 2013. « Characterization of pathologic cries of newborns based on fundamental frequency estimation ». Engineering. vol. 5 , nº 10B. p. 272-276.

Yasmina Kheddache, Chakib Tadj. 2013. « Frequential characterization of healthy and pathologic newborns cries ». American Journal of Biomedical Engineering. vol. 3 , nº 6. p. 182-193.

Ahmad Wehbi, Atef Zaguia, Amar Ramdane-Chérif, Chakib Tadj. 2013. « Multimodal fusion for interaction systems ». Journal of Emerging Trends in Computing and Information Sciences. vol. 4 , nº 5. p. 445-458.

Atef Zaguia, Ahmad Wehbi, Moeiz Miraoui, Chakib Tadj, Amar Ramdane-Chérif. 2013. « Modeling rules fission and modality selection using ontology ». Journal of Software Engineering and Applications. vol. 6 , nº 7. p. 354-371.

Atef Zaguia, Ahmad Wehbi, Chakib Tadj, Amar Ramdane-Chérif. 2013. « Multimodal fission for interaction architecture ». Journal of Emerging Trends in Computing and Information Sciences. vol. 4 , nº 1. p. 152-166.

Hesam Farsaie Alaie, Chakib Tadj. 2012. « Cry-Based Classification of Healthy and Sick Infants Using Adapted Boosting Mixture Learning Method for Gaussian Mixture Models ». Modelling and Simulation in Engineering. vol. 2012 10 p.

Moeiz Miraoui, Chakib Tadj, Jaouhar Fattahi, Chokri Ben-Amar. 2011. « Dynamic context-aware and limited resources-aware service adaptation for pervasive computing ». Advances in Software Engineering. vol. 2011 11 p.

Lotfi Tadj, Zhe George Zhang, Chakib Tadj. 2011. « A queueing analysis of multi-purpose production facility's operations ». Journal of Industrial and Management Optimization. vol. 7 , nº 1. p. 19-30.

A. Awdé, Moeiz Miraoui, Chakib Tadj, Y. Bellik. 2010. « Modeling and simulation of a pervasive multimodal multimedia computing system for visually-impaired users ». International Journal of Advancements in Computing Technology. vol. 2 , nº 3. p. 6-14.

A. Zaguia, M. D. Hina, Chakib Tadj, Amar Ramdane-Cherif. 2010. « Interaction context-aware modalities and multimodal fusion for accessing web-services ». Ubiquitous Computing and Communication Journal . vol. 5 , nº 4.

A. Zaguia, M. D. Hina, Chakib Tadj, Amar Ramdane-Cherif. 2010. « Using multimodal fusion in accessing web services ». Journal of Emerging Trends in Computing and Information Sciences (CIS). vol. 1 , nº 2. p. 121-137.

A. Awdé, Manolo Dulva Hina, Chakib Tadj, Y. Bellik, Amar Ramdane-Cherif. 2009. « An adaptive multimodal multimedia computing system for presentation of mathematical expressions to visually-impaired users ». Journal of Multimedia. vol. 4 , nº 4. p. 182-195.

A. Awdé, Chakib Tadj, Y. Bellik. 2009. « Infrastructure of an adaptive multi-agent system for presentation of mathematical expression to visually-impaired users ». ISAST Transactions on Computers and Intelligent Systems. vol. 1 , nº 1. p. 17-27.

Manolo Dulva Hina, Amar Ramdane-Cherif, Chakib Tadj, Nicole Lévy. 2009. « Infrastructure of a context adaptive and pervasive multimodal multimedia computing system  ». Journal of Information, Intelligence and Knowledge. vol. 1 , nº 3. p. 281-308.

Ali Awde, Yacine Bellik, Chakib Tadj. 2008. « Complexity of mathematical expressions in adaptive multimodal multimedia system ensuring access to mathematics for visually impaired users ». International Journal of Computer and Information Science and Engineering . vol. 2 , nº 2. p. 103-115.

Ali Awdé, Manolo Dulva Hina, Chakib Tadj, Yacine Bellik, Ramdane Cherif. 2008. « Middleware for ubiquitous access to mathematical expressions for visually-impaired users ». Ubiquitous Computing and Communication Journal. vol. 3 , nº 5. p. 1-14.

Moeiz Miraoui, Chakib Tadj, Chokri Ben Amar. 2008. « Architectural survey of context-aware systems in pervasive computing environment ». Ubiquitous Computing and Communication Journal. vol. 3 , nº 3. p. 1-9.

Moeiz Miraoui, Chakib Tadj, Chokri Ben Amar. 2008. « Context modeling and context-aware service adaptation for pervasive computing systems ». International Journal of Computer and Information Science and Engineering . vol. 2 , nº 3. p. 148-157.

M. D. Hina, Chakib Tadj, A. R. Cherif, N. Levy. 2007. « Towards a context-aware pervasive and adaptive multimodality ». Research in Computing Science. vol. 29 p. 225-235.

M. Miraoui, Chakib Tadj. 2007. « A service oriented architecture for context-aware systems ». Research in Computing Science. vol. 29 p. 236-244.

Chakib Tadj, Toufik Laroussi. 2006. « Dynamic verification of an object-rule knowledge base using colored petri nets ». Journal of Systemics, Cybernetics and Informatics. vol. 4 , nº 3. p. 23-31.

H. Djenidi, S. Benarif, A. Ramdane-Cherif, Chakib Tadj, N. Levy. 2004. « Generic multimedia multimodal agents paradigms and their dynamic reconfiguration at the architectural level ». Eurasip Journal on Applied Signal Processing. vol. 2004 , nº 11. p. 1688-1707.

Lotfi Tadj, Chakib Tadj. 2003. « On an M/D/1 queueing system ». Journal of Statistical Theory and Applications. vol. 2 , nº 1. p. 17-32.

Lotfi Tadj, Chakib Tadj. 2003. « The departure process of a quorum queueing system ». Computers and Mathematics with Applications. vol. 45 , nº 4-5. p. 655-664.

Lotfi Tadj, Chakib Tadj. 2002. « Recursive solution to a quorum queueing system ». Mathematical and Computer Modelling. vol. 35 , nº 3-4. p. 283-293.

Conference proceeding (50)

Djamel Guessoum, Moeiz Miraoui, Chakib Tadj. 2016. « A modification of wu and palmer semantic similarity measure ». The Tenth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM) (Venice, Italy, Oct. 09-13, 2016) p. 42-46. IARIA.

M. Miraoui, S. El-Etriby, A. Zaid Abid, C. Tadj. 2016. « A logic based context modeling and context-aware services adaptation for a smart office ». Proceedings of the International Computer Sciences and Informatics Conference (ICSIC 2016) (Amman, Jordan, Jan. 12-13, 2016) p. 61-70. Amman Arab University.

L. Abou-Abbas, H. F. Alaei, Chakib Tadj. 2015. « Segmentation of voiced newborns' cry sounds using wavelet packet based features ». 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE). Proceedings (Halifax, NS, Canada, May 3-6, 2015) p. 796-800. Piscataway, NJ, USA : IEEE.

Lina Abou-Abbas, Leila Montazeri, Christian Gargour, Chakib Tadj. 2015. « On the use of EMD for automatic newborn cry segmentation ». 2015 International Conference on Advances in Biomedical Engineering (ICABME) (Beirut, Lebanon, Sept. 16-18, 2015) p. 262-265. Piscataway, NJ, USA : IEEE.

Moeiz Miraoui, Sherif El-etriby, Chakib Tadj, Abdulbasit Zaid Abid. 2015. « Ontology-based context modeling for a smart living room ». Proceedings of the World Congress on Engineering and Computer Science 2015 (San Francisco, CA, USA, Oct. 21-23, 2015) p. 127-132. Newswood Limited and International Association of Engineers.

Moeiz Miraoui, Nesrine Rtimi, Rim Cherif, Chakib Tadj. 2014. « Context-aware services adaptation for a smart living room ». 2014 World Symposium on Computer Applications & Research (WSCAR) (Sousse, Tunisia, Jan 18-20, 2014) IEEE.

M. Miraoui, C. Tadj, H. Belgacem. 2013. « Dynamic context-aware adaptation of mobile phone incoming call indication using context similarity ». 2013 World Congress on Computer and Information Technology (WCCIT) (Sousse, Tunisia, June 22-24, 2013) Piscataway, N. J., USA : IEEE.

Yasmina Kheddache, Chakib Tadj. 2012. « Newborn's pathological cry identification system ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 1024-1029. Washington, DC : IEEE.

Ahmad Wehbi, Amar Ramdane Cherif, Chakib Tadj. 2012. « Modeling ontology for multimodal interaction in ubiquitous computing systems ». 14th ACM International Conference on Ubiquitous Computing (Pittsburgh, PA, USA, Sept 5-8, 212) p. 842-849. Association for Computing Machinery.

A. Zaguia, Chakib Tadj, A. R. Cherif. 2012. « Architecture générique pour le processus de la fission multimodale ». 25ième Conférence Canadienne de Génie Électrique et Génie Informatique (CCGEI) (Montréal, QC, Canada, 29 avril-2 mai 2012)

Ali Messaoud, Chakib Tadj. 2011. « Analysis of acoustic features of infant cry for classification purposes ». 24th Canadian Conference on Electrical and Computer Engineering (CCECE) (Niagara Falls, Canada, May 8-11, 2011) p. 000089-000092. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Ahmad Wehbi, Manolo Dulva Hina, Atef Zaguia, Amar Ramdane-Cherif, Chakib Tadj. 2011. « Patterns architecture for fusion engines ». 9th International Conference on Smart Homes and Health Telematics (ICOST) (Montreal, Canada, June 20-22, 2011) p. 261-265. Berlin, Germany : Springer.

Ahmad Wehbi, Amar Ramdane-Cherif, Chakib Tadj. 2011. « Designing patterns for multimodal fusion ». 12th International Conference on Computer Systems and Technologies (CompSysTech) (Vienna, Austria, June 16-17, 2011) p. 115-121. New York, NY, USA : Association for Computing Machinery.

A. Messaoud, Chakib Tadj. 2010. « A cry-based babies identification system ». 4th International Conference on Image and Signal Processing (ICISP) (Trois-Rivières, Québec, Canada, June 30-Jul. 2, 2010) p. 192-199. Berlin, Germany : Springer Verlag.

Hicham Djenidi, Amar Ramdane-Cherif, Nicole Lévy, Chakib Tadj. 2009. « Dynamic reconfiguration of multimodal architectures ». International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing (CompSysTech) (Ruse, Bulgaria, June 18-19, 2009) p. II.3.1-II.3.7. New York, NY, USA : Association for Computing Machinery.

Moeiz Miraoui, Chakib Tadj, Chokri Ben Amar. 2009. « Dynamic context-aware service adaptation in a pervasive computing system ». 3rd International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM) (Sliema, Malta, Oct. 11-16, 2009) p. 77-82. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Moeiz Miraoui, Chakib Tadj, Chokri Ben Amar. 2009. « Modeling and simulation of a multiagent service oriented architecture for pervasive computing systems ». Workshop on Middleware for Ubiquitous and Pervasive Systems (WUMPS) (Dublin, Ireland, June 15-16, 2009) p. 1-6. New York, NY, USA : Association for Computing Machinery.

Ali Awde, Chakib Tadj, Yacine Bellik. 2008. « Un systeme multi-agent pour la présentation d'expressions mathématiques à des utilisateurs non-voyants ». Canadian Conference on Electrical and Computer Engineering (CCECE) (Niagara Falls, Canada, May 4-7, 2008) p. 565-568. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Inc..

Chakib Tadj, Amar Ramdane-Cherif. 2008. « Context-aware dynamic architecture ». WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc. (Orlando, FL, United states, June 29-July 2, 2008) p. 68-72. International Social Science Council,ISSC.

Ali Awde, Manolo Dulva Hina, Yacine Bellik, Amar Ramdane-Cherif, Chakib Tadj. 2007. « Task migration in a pervasive multimodal multimedia computing system for visually-impaired users ». Advances in Grid and Pervasive Computing : Second International Conference, GPC 2007, Paris, France, May 2-4, 2007. Proceedings (Paris, France, May 2-4, 2007) p. 459-471. Berlin, Germany : Springer.

A. R. Cherif, M. D. Hina, Chakib Tadj, N. Levy. 2007. « Analysis of a new ubiquitous multimodal multimedia computing system ». Ninth IEEE International Symposium on Multimedia (ISM) (Taichung, Taïwan, Dec. 10-12, 2007) p. 161-168. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

A. R. Cherif, M. D. Hina, Chakib Tadj, N. Levy. 2007. « Quality attribute-driven software architecture of a pervasive multimodal computing system ». 20th International Conference on Computer and Their Applications in Industry and Engineering (CAINE) (San Francisco, CA, USA, Nov. 7-9, 2007) p. 63-68. Honolulu, HI, USA : International Society for Computers and their Applications (ISCA).

Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2007. « Attribute-driven design of incremental learning component of a ubiquitous multimodal multimedia computing system ». Canadian Conference on Electrical and Computer Engineering (CCECE) (Ottawa, Canada, May 7-10, 2006) p. 323-327. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Moeiz Miraoui, Chakib Tadj. 2007. « A service oriented definition of context for pervasive computing ». 16th International Conference on Computing (ICC) (Mexico City, Mexico, Nov. 4-9, 2007) IEEE Computer Society.

Ghislain Ngantchaha, Chakib Tadj, Amar Ramdane-Cherif. 2007. « Contextguard: a multiagent system for controlling context ». Canadian Conference on Electrical and Computer Engineering (CCECE) (Ottawa, Canada, May 7-10, 2006) p. 1698-1701. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Amar Ramdane-Cherif, H. Djenidi, Chakib Tadj. 2007. « Adaptive multimodal architectures ». 16th International Conference on Computing (ICC) (Mexico City, Mexico, Nov. 4-9, 2007) IEEE Computer Society.

Ali Awde, Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif, Yacine Bellik. 2006. « A paradigm of a pervasive multimodal multimedia computing system for the visually-impaired users ». Advances in Grid and Pervasive Computing : First International Conference, GPC 2006, Taichung, Taiwan, May 3-5, 2006 : Proceedings (Taichung, Taïwan, May 3-5, 2006) p. 620-633. Heidelberg, Germany : Springer-Verlag.

Ali Awde, Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif, Yacine Bellik. 2006. « Information access in a multimodal multimedia computing system for mobile visually-impaired users ». IEEE International Symposium on Industrial Electronics (ISIE) (Montreal, Canada, Jul. 9-13, 2006) p. 2834-2839. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2006. « Design of an incremental machine learning component of a ubiquitous multimodal multimedia computing system ». IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (Montreal, Canada, June 19-21, 2006) p. 434-441. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2006. « From requirements analysis to architecture evaluation of a ubiquitous multimodal multimedia computing system ». Canadian University Software Engineering Conference (CUSEC) : Engineering Useful Software (Montreal, QC, Canada, Jan. 19-21, 2006) p. 70-78.

Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2006. « Machine learning-assisted device selection in a context-sensitive ubiquitous multimodal multimedia computing system ». IEEE International Symposium on Industrial Electronics (ISIE) (Montreal, Canada, Jul. 9-13, 2006) p. 3014-3019. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif. 2006. « Self-management considerations in designing a pervasive multimodal multimedia computing system ». International Symposium on Communications and Information Technologies (ISCIT) (Bangkok, Thaïland, Oct. 18-Sept. 20, 2006) p. 1050-1055. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Chakib Tadj, Manolo Dulva Hina, Amar Ramdane-Cherif, Ghislain Ngantchaha. 2006. « The LATIS pervasive patient subsystem: towards a pervasive healthcare system ». International Symposium on Communications and Information Technologies (ISCIT) (Bangkok, Thaïland, Oct. 18-Sept. 20, 2006) p. 851-856. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Chakib Tadj, G. Ngantchaha. 2006. « Context Handling in a Pervasive Computing System ». 3rd International Conference on Mobile Technology, Applications and Systems (Bangkok, Thaïland, Oct. 25-27, 2006) New York, NY, USA : Association for Computing Machinery.

Chakib Tadj, Toufik Laroussi. 2005. « Dynamic verification of an object-rule knowledge base using Colored Petri Nets ». WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings (Orlando, FL, USA, July 10-13, 2005) p. 197-202. Paris, France : International Social Science Council (ISSC).

C. Tadj, H. Djenidi, M. Haouani, A. R. Cherif, N. Levy. 2004. « Simulating multimodal applications ». 8th International Conference on Spoken Language Processing (ICSLP) (Jeju Island, Korea, Oct. 04-08, 2004) p. 1017-1020. International Speech Communication Association.

Chakib Tadj, Christian Gargour, Nabil Badri. 2004. « Best speaker-based structure tree for speaker verification  ». INTERSPEECH - 8th International Conference on Spoken Language Processing (Jeju Island, Korea, Oct. 4-8, 2004)

C. Tadj, A. Benlahouar. 2003. « Speaker characterization using Principal Component Analysis and Wavelet Transform for speaker verification ». 8th European Conference on Speech Communication and Technology (EUROSPEECH) (Geneva, Switzerland, Sept. 01-04, 2003) p. 2981-2984. International Speech Communication Association.

N. Badri, A. Benlahouar, Chakib Tadj, Christian Gargour, V. Ramachandran. 2002. « On the use of wavelet and fourier transforms for speaker verification ». 45th Midwest Symposium on Circuits and Systems (Tulsa, OK, USA, Aug. 4-7, 2002) p. 344-347. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Hicham Djenidi, A. Ramdane-Cherif, Chakib Tadj, Nicole Levy. 2002. « Dynamic based agent reconfiguration of multimedia multimodal architecture ». Fourth International Symposium on Multimedia Software Engineering (Newport Beach, CA, USA, Dec. 11-13, 2002) p. 198-205. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Hicham Djenidi, Amar Ramdane-Cherif, Chakib Tadj, Nicole Levy. 2002. « Architectures multi-agents génériques a base de reseaux de Pétri colorés temporises pour la fusion Multimodale en entrée ». 14th Conference on l'Interaction Homme-Machine (Poitier, France, Nov. 26-29, 2002) p. 33-40. Association for Computing Machinery.

Hicham Djenidi, Chakib Tadj, Amar Ramdane-Cherif, Nicole Levy. 2002. « Dynamic multi-agent architecture for multimedia multimodal dialogs ». IEEE Workshop on Knowledge Media Networking (Kyoto, Japan, Jul. 10-12, 2002) p. 107-113. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Chakib Tadj. 2002. « On neural networks-based preprocessing for speaker identification ». 6th World Multiconference on Systemics, Cybernetics and Informatics (Orlando, FL, USA, Jul. 14-18, 2002) p. 373-377. Orlando, FL, USA : International Institute of Informatics and Systemics.

Chakib Tadj, Marcel Gabrea, Christian Gargour, V. Ramachandran. 2002. « Towards robustness in speaker verification : enhancement and adaptation ». 45th Midwest Symposium on Circuits and Systems (Tulsa, OK, USA, Aug. 4-7, 2002) p. III-320. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Marcel Gabrea, Chakib Tadj. 2001. « Speech enhancement for speaker identification ». 7th International Workshop on Acoustic Echo and Noise Control (Darmstadt, Germany, Sept. 10-13, 2001) p. 163-166.

C. Tadj. 2000. « Features extraction for speaker identification ». SCI 2000: ISAS: World Multiconference on Systemics, Cybernetics and Informatics: July 23-26, 2000, Orlando, Florida, USA: proceedings (Orlando, FL, USA, July 23-26, 2000) Orlando, FL, USA : IIIS - International Institute Informatics and Systemics.

P. Ouellet, C. Tadj, P. Dumouchel. 1998. « Dialog and prosodic models for text-independent speaker identification ». RLA2C Speaker Recognition and its Commercial and Forensic Applications (Avignon, France, Apr. 20-23, 1998) Paris, France : Centre national de la recherche scientifique.

Chakib Tadj, Pierre Dumouchel, Yu Fang. 1998. « N-Best GMM's for speaker identification ». Eurospeech 97: 5th European Conference on Speech Communication and Technology: Rhodes, Greece, 22-25 September, 1997 (Rhodes, Greece, Sept. 22-25, 1997) p. 2295-2298. ESCA.

Chakib Tadj, Pierre Dumouchel, Pierre Ouellet. 1998. « GMM based speaker identification using training-time-dependent number of mixtures ». IEEE International Conference on Acoustics, Speech and Signal Processing (Seattle, WA, USA, May 12-15, 1998) p. 761-764. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Chakib Tadj, Pierre Dumouchel, Frank Poirier. 1998. « FDVQ based keyword spotter which incorporates a semi-supervised learning for primary processing ». Eurospeech 97: 5th European Conference on Speech Communication and Technology: Rhodes, Greece, 22-25 September, 1997 (Rhodes, Greece, Sept. 22-25, 1997) p. 2799-2802. ESCA.

Chapter of book (1)

Manolo Dulva Hina, Chakib Tadj, Amar Ramdane-Cherif, Nicole Lévy. 2009. « Autonomic communication in pervasive multimodal multimedia computing system ». In Autonomic communication . p. 251-283. Springer.

Communication (10)

N. Badri, A. Benlahouar, Chakib Tadj, Christian Gargour, V. Ramachandran. 2002. « On the use of wavelets and Fourier transforms for speaker verification ». Communication during a conference : 45th Midwest Symposium on Circuits and Systems ( Tulsa, OK, USA, Aug., 2002 )

A. R. Cherif, N. Levy, H. Djenidi, Chakib Tadj. 2002. « Agent paradigm to solve a complex optimization problem ». Communication during a conference : First IEEE International Conference on Cognitive Informatics ( Calgary, AB, Canada, Aug. 19-20, 2002 )

H. Djenidi, Chakib Tadj. 2002. « A generic multi-agent architecture for multimedia multimodal dialogs ». Communication during a conference : Second Workshop on Modelling of Objects, Components and Agents (MOCA'02) ( Aarhus, Denmark, Aug., 2002 )

H. Djenidi, Chakib Tadj. 2002. « Architectures multi-agents génériques à base de réseaux de Pétri ». Communication during a conference : 14e Conférence Francophone sur l'Interaction Homme-Machine (IHM'02) ( Poitiers, France, nov. 2002 )

H. Djenidi, Chakib Tadj, A. R. Cherif, N. Levy. 2002. « Dynamic based multi-agent architecture for multimedia multimodal dialogs ». Communication during a conference : IEEE Workshop on Knowledge Media Networking (KMN'02) ( Kyoto, Japan, July 12, 2002 )

H. Djenidi, Chakib Tadj, A. Ramdane-Cherif, N. Levy. 2002. « Dynamic based agent reconfiguration of multimedia multimodal architecture. ». Communication during a conference : IEEE Fourth International Symposium on Multimedia Software Engineering (MSE'2002) ( Newport Beach, CA, USA, Dec. 11-13, 2002 )

Chakib Tadj. 2002. « Neural networks-based preprocessing for speaker identification ». Communication during a conference : Multiconference on Systemics, Cybernetics and Informatics ( Orlando, FL, USA, July, 2002 )

L. Tadj, Chakib Tadj. 2002. « Optimal control of a bulk queueing system ». Communication during a conference : Workshop on Industrial Mathematics ( Dhahran, Saudi Arabia, Oct., 2002 )

Chakib Tadj. 1999. « New issues on nonlinear discriminant analysis for speaker recognition ». Communication during a conference : Information Systems, Analysis and Synthesis / Systemics Cybernetics and Informatics (ISAS/SCI99) ( Orlando, FL, USA, July, 1999 )

Chakib Tadj, Pierre Dumouchel, M. Mihoubi, P. Ouellet. 1999. « Environment adaptation and long term parameters in speaker identification ». Communication during a conference : European Speech Communication Association (EuroSpeech) ( Budapest, Hungary, Sept., 1999 )

Awards and honors