Mohammadhadi Shateri

Professeur
Formation B.Sc. Electrical Engineering (Tehran Polytechnic), M.Sc. Electrical and Computer Engineering (University of Manitoba), Ph.D. Electrical and Computer Engineering (McGill)
Présentation

Département de génie des systèmes

Axes de recherche :

  • Systèmes intelligents et autonomes

Expertises :

  • Apprentissage machine
  • Sécurité dans les systèmes d'apprentissage machine
  • Apprentissage profond
  • Apprentissage par renforcement
  • Sécurité des données des compteurs communicant
  • Contrôle de santé intégré
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ECCM 2016 - Proceeding of the 17th European Conference on Composite Materials
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IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
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IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
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IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)
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IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
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11th International Workshop on Structural Health Monitoring (IWSHM)
Publications
Article publié dans une revue, révisé par les pairs (11)

Mohsen Riazi, Hossein Mehrjoo, Reza Nakhaei, Hossein Jalalifar, MohammadHadi Shateri, Masoud Riazi, Mehdi Ostadhassan, Abdolhossein Hemmati-Sarapardeh. 2022. « Modelling rate of penetration in drilling operations using RBF, MLP, LSSVM, and DT models ». Scientific Reports. vol. 12 , nº 1.

Abbas Hashemizadeh, Ahmad Maaref, Mohammadhadi Shateri, Aydin Larestani, Abdolhossein Hemmati-Sarapardeh. 2021. « Experimental measurement and modeling of water-based drilling mud density using adaptive boosting decision tree, support vector machine, and K-nearest neighbors: A case study from the South Pars gas field ». Journal of Petroleum Science and Engineering. vol. 207

Mohammadhadi Shateri, Maha Ghaib, Dagmar Svecova, Douglas Thomson. 2021. « Acoustic emission signal entropy as a means to estimate loads in fiber reinforced polymer rods ». Sensors. vol. 21 , nº 4. 12 p.

Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2021. « Privacy-cost management in smart meters with mutual information-based reinforcement learning ». IEEE Internet of Things Journal. (Sous presse)

Atefeh Dargahi-Zarandi, Abdolhossein Hemmati-Sarapardeh, Mohammadhadi Shateri, Nait Amar Menad, Mohammad Ahmadi. 2020. « Modeling minimum miscibility pressure of pure/impure CO2-crude oil systems using adaptive boosting support vector regression: Application to gas injection processes ». Journal of Petroleum Science and Engineering. vol. 184

Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2020. « Real-time privacy-preserving data release for smart meters ». IEEE Transactions on Smart Grid. vol. 11 , nº 6. p. 5174-5183.

Mohammadhadi Shateri, Zeinab Sobhanigavgani, Azin Alinasab, Amir Varamesh, Abdolhossein Hemmati-Sarapardeh, Amir Mosavi, Shahab Shamshirband. 2020. « Comparative analysis of machine learning models for nanofluids viscosity assessment ». Nanomaterials. vol. 10 , nº 9. 22 p.

Menad Nait Amar, Mohammadhadi Shateri, Abdolhossein Hemmati-Sarapardeh, Alireza Alamatsaz. 2019. « Modeling oil-brine interfacial tension at high pressure and high salinity conditions ». Journal of Petroleum Science and Engineering. vol. 183

Maha Ghaib, Mohammadhadi Shateri, Douglas Thomson, Dagmar Svecova. 2018. « Study of FRP bars under tension using acoustic emission detection technique ». Journal of Civil Structural Health Monitoring. vol. 8 , nº 2. p. 285-300.

Mohammadhadi Shateri, Maha Ghaib, Dagmar Svecova, Douglas Thomson. 2017. « On acoustic emission for damage detection and failure prediction in fiber reinforced polymer rods using pattern recognition analysis ». Smart Materials and Structures. vol. 26 , nº 6.

Mohammadhadi Shateri, Shohreh Ghorbani, Abdolhossein Hemmati-Sarapardeh, Amir H. Mohammadi. 2015. « Application of Wilcoxon generalized radial basis function network for prediction of natural gas compressibility factor ». Journal of the Taiwan Institute of Chemical Engineers. vol. 50 p. 131-141.

Compte rendu de conférence (6)

Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2021. « Learning sparse privacy-preserving representations for smart meters data ». IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (Aachen, Germany, Oct. 25-28, 2021) p. 333-338. Institute of Electrical and Electronics Engineers Inc..

Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2020. « On the impact of side information on smart meter privacy-preserving methods ». IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (Tempe, AZ, USA, Nov. 11-13, 2020) Institute of Electrical and Electronics Engineers Inc..

Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2020. « Privacy-cost management in smart meters using deep reinforcement learning ». IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) (The Hague, Netherlands, Oct. 26-28, 2020) p. 929-933. IEEE Computer Society.

Mohammadhadi Shateri, Francisco Messina, Piantanida Piantanida, Fabrice Labeau. 2019. « Deep directed information-based learning for privacy-preserving smart meter data release ». IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (Beijing, China, Oct. 21-23, 2019) Institute of Electrical and Electronics Engineers Inc..

Mohammadhadi Shateri, Douglas Thomson, Maha Ghaib, Dagmar Svecova. 2017. « System for logging acoustic emission signals from FRP reinforcing rods that is suitable for field and long term laboratory testing ». 11th International Workshop on Structural Health Monitoring (IWSHM) (Stanford, CA, USA, Sept. 12-14, 2017) p. 1220-1227. DEStech Publications.

M. Shateri, M. Ghaib, D. Svecova, D. J. Thomson. 2016. « Robust failure prediction in fiber reinforced polymer rods using frequency entropy of clustered acoustic emission events ». ECCM 2016 - Proceeding of the 17th European Conference on Composite Materials (Munich, Germany, June 26-30, 2016) European Conference on Composite Materials, ECCM.

Prix et distinctions