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2020 – today
- 2022
[b1]Aicha Dridi:
A novel efficient time series deep learning approach using classification, prediction and reinforcement : energy and telecom use case. (Une nouvelle approche d'apprentissage en profondeur efficace pour le traitement des séries temporelles utilisant la classification, la prédiction et le renforcement : cas d'utilisations Energie et télécommunications). Polytechnic Institute of Paris, Palaiseau, France, 2022- [j2]Aicha Dridi
, Hossam Afifi, Hassine Moungla, Jordi Badosa:
A Novel Deep Reinforcement Approach for IIoT Microgrid Energy Management Systems. IEEE Trans. Green Commun. Netw. 6(1): 148-159 (2022) - [c11]Aicha Dridi, Mohammed Laroui, Chérifa Boucetta, Hossam Afifi, Hassine Moungla:
Reinforcement Learning Vs ILP Optimization in IoT support of Drone assisted Cellular Networks. ICC 2022: 4589-4594 - 2021
- [j1]Aicha Dridi, Chérifa Boucetta, Seif Eddine Hammami, Hossam Afifi, Hassine Moungla:
STAD: Spatio-Temporal Anomaly Detection Mechanism for Mobile Network Management. IEEE Trans. Netw. Serv. Manag. 18(1): 894-906 (2021) - [c10]Aicha Dridi, Chérifa Boucetta, Hassine Moungla, Hossam Afifi:
Deep Recurrent Learning versus Q-Learning for Energy Management Systems in Next Generation Network. GLOBECOM 2021: 1-6 - [c9]Aicha Dridi, Hossam Afifi, Hassine Moungla, Chérifa Boucetta:
Transfer Learning for Classification and Prediction of Time Series for Next Generation Networks. ICC 2021: 1-6 - [c8]Antoine Bernard, Aicha Dridi, Michel Marot, Hossam Afifi, Sandoche Balakrichenan:
Embedding ML Algorithms onto LPWAN Sensors for Compressed Communications. PIMRC 2021: 1539-1545 - 2020
- [c7]Chérifa Boucetta, Aicha Dridi, Hossam Afifi, Ahmed E. Kamal, Hassine Moungla:
Heuristic Optimization Algorithms for QoS Management in UAV Assisted Cellular Networks. GLOBECOM 2020: 1-6 - [c6]Aicha Dridi, Hatem Ibn-Khedher, Hassine Moungla, Hossam Afifi:
An Artificial Intelligence Approach for Time Series Next Generation Applications. ICC 2020: 1-6 - [c5]Aicha Dridi, Hassine Moungla, Hossam Afifi, Jordi Badosa, Florence Ossart, Ahmed E. Kamal:
Machine Learning Application to Priority Scheduling in Smart Microgrids. IWCMC 2020: 1695-1700
2010 – 2019
- 2019
- [c4]Mohammed Laroui, Aicha Dridi, Hossam Afifi, Hassine Moungla, Michel Marot, Moussa Ali Cherif:
Energy Management For Electric Vehicles in Smart Cities: A Deep Learning Approach. IWCMC 2019: 2080-2085 - [c3]Aicha Dridi, Arnaud Debar, Vincent Gauthier, Hatem Ibn-Khedher, Hossam Afifi:
Deep Learning Semantic Compression: IoT Support over LORA Use Case. MENACOMM 2019: 1-6 - [c2]Chérifa Boucetta, Aicha Dridi, Hassine Moungla, Hossam Afifi, Ahmed E. Kamal:
Optimizing Drone Deployment for Cellular Communication Coverage During Crowded Events. MILCOM 2019: 622-627 - [c1]Aicha Dridi, Chérifa Boucetta, Abubakar Yau Alhassan, Hassine Moungla, Hossam Afifi, Houda Labiod:
Deep Learning Approaches for Electrical Vehicular Mobility Management: Invited Paper. WINCOM 2019: 1-6
Coauthor Index
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