Aicha Dridi

According to our database, Aicha Dridi authored at least 14 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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).

Aicha Dridi

PhD thesis, 2022

A Novel Deep Reinforcement Approach for IIoT Microgrid Energy Management Systems.

Aicha Dridi, Hossam Afifi, Hassine Moungla, Jordi Badosa

IEEE Trans. Green Commun. Netw., 2022

Reinforcement Learning Vs ILP Optimization in IoT support of Drone assisted Cellular Networks.

Aicha Dridi, Mohammed Laroui, Chérifa Boucetta, Hossam Afifi, Hassine Moungla

Proceedings of the IEEE International Conference on Communications, 2022

2021

STAD: Spatio-Temporal Anomaly Detection Mechanism for Mobile Network Management.

Aicha Dridi, Chérifa Boucetta, Seif Eddine Hammami, Hossam Afifi, Hassine Moungla

IEEE Trans. Netw. Serv. Manag., 2021

Embedding ML Algorithms onto LPWAN Sensors for Compressed Communications.

Antoine Bernard, Aicha Dridi, Michel Marot, Hossam Afifi, Sandoche Balakrichenan

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Transfer Learning for Classification and Prediction of Time Series for Next Generation Networks.

Aicha Dridi, Hossam Afifi, Hassine Moungla, Chérifa Boucetta

Proceedings of the ICC 2021, 2021

Deep Recurrent Learning versus Q-Learning for Energy Management Systems in Next Generation Network.

Aicha Dridi, Chérifa Boucetta, Hassine Moungla, Hossam Afifi

Proceedings of the IEEE Global Communications Conference, 2021

2020

Machine Learning Application to Priority Scheduling in Smart Microgrids.

Aicha Dridi, Hassine Moungla, Hossam Afifi, Jordi Badosa, Florence Ossart, Ahmed E. Kamal

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

An Artificial Intelligence Approach for Time Series Next Generation Applications.

Aicha Dridi, Hatem Ibn-Khedher, Hassine Moungla, Hossam Afifi

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Heuristic Optimization Algorithms for QoS Management in UAV Assisted Cellular Networks.

Chérifa Boucetta, Aicha Dridi, Hossam Afifi, Ahmed E. Kamal, Hassine Moungla

Proceedings of the IEEE Global Communications Conference, 2020

2019

Deep Learning Approaches for Electrical Vehicular Mobility Management: Invited Paper.

Aicha Dridi, Chérifa Boucetta, Abubakar Yau Alhassan, Hassine Moungla, Hossam Afifi, Houda Labiod

Proceedings of the 2019 International Conference on Wireless Networks and Mobile Communications, 2019

Optimizing Drone Deployment for Cellular Communication Coverage During Crowded Events.

Chérifa Boucetta, Aicha Dridi, Hassine Moungla, Hossam Afifi, Ahmed E. Kamal

Proceedings of the 2019 IEEE Military Communications Conference, 2019

Deep Learning Semantic Compression: IoT Support over LORA Use Case.

Aicha Dridi, Arnaud Debar, Vincent Gauthier, Hatem Ibn-Khedher, Hossam Afifi

Proceedings of the 2nd IEEE Middle East and North Africa COMMunications Conference, 2019

Energy Management For Electric Vehicles in Smart Cities: A Deep Learning Approach.

Mohammed Laroui, Aicha Dridi, Hossam Afifi, Hassine Moungla, Michel Marot, Moussa Ali Cherif

Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019