Publications
Books
[1] Mohammed-Amine Koulali. Réseaux de capteurs sans fil: QoS et analyse des performances: Routage avec QoS et gestion de l’énergie dans les réseaux de capteurs sans fil. Editions universitaires europeennes, 2012.
Publications in International Journals
[1] “Plant root characterization using Ground Penetrating Radar with Deep Learning”. In: Arabian Journal for Science and Engineering (2024), to–appear.
[2] Anas Knari, Mostapha Derfouf, Mohammed-Amine Koulali, and Ahmed Khoumsi. “Multi-Agent Deep Reinforcement Learning for content caching within the Internet of Vehicles”. In: Ad Hoc Networks (2023), page 103305.
[3] Rim Koulali and Mohammed-Amine Koulali. “Feature Selection as a Hedonic Coalition For- mation Game for Arabic Topic Detection”. In: Pattern Recognition Letters (2023).
[4] Kamal Azghiou, Manal El Mouhib, Mohammed-Amine Koulali, and Abdelhamid Benali. “An End-to-End Reliability Framework of the Internet of Things”. In: Sensors 20.9 (2020), page 2439.
[5] Mohammed-Amine Koulali, Sara Koulali, Hamidou Tembine, and Abdellatif Kobbane. “Industrial internet of things-based prognostic health management: a mean-field stochastic game approach”. In: IEEE Access 6 (2018), pages 54388–54395.
[6] Mohammed-Amine Koulali, Abdellatif Kobbane, Mohammed El Koutbi, Hamidou Tembine, and Jalel Ben-Othman. “Dynamic power control for energy harvesting wireless multimedia sensor networks”. In: EURASIP Journal on Wireless Communications and Networking 2012.1
(2012), page 158.
[7] Mohammed-Amine Koulali, Mohammed El Koutbi, Abdellatif Kobbane, and Mostafa Azizi. “QGRP: A Novel QoS-Geographic Routing Protocol for Multimedia Wireless Sensor Networks”. In: International Journal of Computer Science Issues (IJCSI) 8.6 (2011), page 55.
Publications in International Conferences
[1] Hind Boukhairat and Mohammed-Amine Koulali. “Deep-Learning for Cooperative Spectrum Sensing Optimization in Cognitive Internet of Things”. In: 2022 IEEE Symposium on Computers and Communications (ISCC). IEEE. 2022, pages 1–7.
[2] Abdellah Jnaini, Afafe Bettar, and Mohammed Amine Koulali. “How Powerful are Membership Inference Attacks on Graph Neural Networks?” In: Proceedings of the 34th International Conference on Scientific and Statistical Database Management. 2022, pages 1–4.
[3] Sara Koulali, Mostapha Derfouf, Mohammed-Amine Koulali, and Mohammed Barboucha. “Distributional Reinforcement Learning for VoLTE Closed Loop Power Control in Indoor Small Cells”. In: International Symposium on Ubiquitous Networking. 2022, pages 200–210.
[4] Anas Knari, Mohammed-Amine Koulali, and Ahmed Khoumsi. “Deep reinforcement learning for content caching optimization in the internet of vehicles”. In: 2021 IEEE Symposium on Computers and Communications (ISCC). 2021, pages 1–6.
[5] Anas Knari, Mohammed-Amine Koulali, and Mohammed Khoumssi. “Deep Reinforcement Learning for Content Caching Optimization in the Internet of Vehicles”. In: 26th IEEE Symposium on Computers and Communications. to appear. 2021.
[6] Safae Lhazmir, Mohammed-Amine Koulali, Abdellatif Kobbane, and Halima Elbiaze. “Performance Analysis of UAV-assisted Ferrying for the Internet of Things”. In: 2019 IEEE Symposium on Computers and Communications (ISCC). IEEE. 2019, pages 1–6.
[7] Nesrine Ben Hassine, Pascale Minet, Mohammed-Amine Koulali, Mohammed Erradi, Dana Marinca, and Dominique Barth. “Coalition game for video content clustering in content delivery networks”. In: 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC). IEEE. 2017, pages 407–413.
[8] Nour Brinis, Mohamed-Amine Koulali, Leila Azouz Saidane, Pascale Minet, and Abdellatif Kobbane. “Strategic data gathering in wireless sensor networks”. In: 2016 International Wireless Communications and Mobile Computing Conference (IWCMC). IEEE. 2016, pages 547–552.
[9] Ines Khoufi, Pascale Minet, Mohamed-Amine Koulali, and Abdellatif Kobbane. “Path planning of mobile sinks in charge of data gathering: A coalitional game theory approach”. In: 2016 IEEE 35th international performance computing and communications conference (IPCCC). IEEE. 2016, pages 1–8.
[10] Mohammed-Amine Koulali, Essaid Sabir, Mounir Ghogho, and Marwan Krunz. “Towards a strategic satisfactory sensing for QoS self-provisioning in cognitive radio networks”. In: 2016 IEEE Global Communications Conference (GLOBECOM). IEEE. 2016, pages 1–7.
[11] Ridouane El Mezouary, Mohammed Amine Koulali, Abdellatif Kobbane, and Mohammed El Koutbi. “Modelling intelligent and reliable ferry routes in Wireless Sensor Networks using polling systems theory”. In: 2015 10th International Conference on Intelligent Systems:Theories and Applications (SITA). IEEE. 2015, pages 1–6.
[12] Ines Khoufi, Pascale Minet, Mohamed-Amine Koulali, and Mohammed Erradi. “A game theory-based approach for robots deploying wireless sensor nodes”. In: 2015 International Wireless Communications and Mobile Computing Conference (IWCMC). IEEE. 2015, pages 557–562.
[13] Essaid Sabir, Abdellatif Kobbane, Mohammed-Amine Koulali, and Mohammed Erradi. “Design of an annular ring ferry-assisted topology for wireless sensor networks”. In: 6th Joint IFIP Wireless and Mobile Networking Conference (WMNC). IEEE. 2013, pages 1–5.
[14] Abdellatif Kobbane, M-A Koulali, Hamidou Tembine, Mohammed El Koutbi, and Jalel Ben-Othman. “Dynamic power control with energy constraint for Multimedia Wireless Sensor Networks”. In: 2012 IEEE International Conference on Communications (ICC). IEEE. 2012, pages 518–522.
[15] M-A Koulali, Abdellatif Kobbane, Mohammed El Koutbi, and Jalel Ben-Othman. “Optimal distributed relay selection for duty-cycling wireless sensor networks”. In: 2012 IEEE Global Communications Conference (GLOBECOM). IEEE. 2012, pages 145–150.
[16] Mohammed-Amine Koulali, Abdellatif Kobbane, Mohammed El Koutbi, and Mostafa Azizi. “QDGRP: A hybrid qos distributed genetic routing protocol for wireless sensor networks”. In: 2012 International Conference on Multimedia Computing and Systems. IEEE. 2012, pages 47–52.
[17] MA Koulali, A Kobbane, M Elkoutbi, and M Azizi. “A QoS-geographic and energy aware routing protocol for Wireless Sensor Networks”. In: 2010 5th International Symposium On I/V Communications and Mobile Network. IEEE. 2010, pages 1–4