Illyyne Saffar

According to our database, Illyyne Saffar authored at least 10 papers between 2019 and 2024.

Collaborative distances:

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

2024

ML-Based What-If Analysis to Mitigate Interference for 5G NR Non-Public Networks.

Aurélie Boisbunon, Illyyne Saffar, Jordi Biosca Caro, Junaid Ansari, Abdulrahman Alabbasi

Proceedings of the IEEE International Conference on Communications, 2024

2023

Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark.

Hassan Ismail Fawaz, Ganesh Del Grosso, Tanguy Kerdoncuff, Aurelie Boisbunon, Illyyne Saffar

CoRR, 2023

2022

Improving User Environment Detection Using Context-Aware Multi-Task Deep Learning in Mobile Networks.

Marie-Line Alberi-Morel, Illyyne Saffar, Kamal Deep Singh, Sid Ali Hamideche, César Viho

IEEE Trans. Cogn. Commun. Netw., 2022

2021

Knothe-Rosenblatt transport for Unsupervised Domain Adaptation.

Aladin Virmaux, Illyyne Saffar, Jianfeng Zhang, Balázs Kégl

CoRR, 2021

2020

Machine Learning to Infer User Behavior in 5G Autonomic Networks. (Apprentissage automatique pour déduire le comportement des utilisateurs dans les réseaux autonomes 5G).

Illyyne Saffar

PhD thesis, 2020

2019

Multi-task Deep Learning based Environment and Mobility Detection for User Behavior Modeling.

Marie-Line Alberi-Morel, Illyyne Saffar, Kamal Deep Singh, César Viho

Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

Mobile User Environment Detection using Deep Learning based Multi-Output Classification.

Illyyne Saffar, Marie-Line Alberi-Morel, Mohanned Amara, Kamal Deep Singh, César Viho

Proceedings of the 12th IFIP Wireless and Mobile Networking Conference, 2019

Semi-Supervised Deep Learning-Based Methods for Indoor Outdoor Detection.

Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Deep Learning Based Speed Profiling for Mobile Users in 5G Cellular Networks.

Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Machine Learning with partially labeled Data for Indoor Outdoor Detection.

Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho

Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019