Illyyne Saffar

12 papers B 2Journal 5Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep unsupervised domain adaptation for time series classification: a benchmark. Data Min. Knowl. Discov. Hassan Ismail Fawaz, Ganesh Del Grosso, Tanguy Kerdoncuff, Aurélie Boisbunon, Illyyne Saffar
2025	J	`jnl`	Through the telecom lens: Are all training samples important? CoRR Shruti Bothe, Illyyne Saffar, Aurelie Boisbunon, Hasan Farooq, Julien Forgeat, Md Moin Uddin Chowdhury
2024	—	`conf`	ML-Based What-If Analysis to Mitigate Interference for 5G NR Non-Public Networks. ICC Aurélie Boisbunon, Illyyne Saffar, Jordi Biosca Caro, Junaid Ansari, AbdulRahman Alabbasi
2023	J	`jnl`	Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark. CoRR Hassan Ismail Fawaz, Ganesh Del Grosso, Tanguy Kerdoncuff, Aurelie Boisbunon, Illyyne Saffar
2022	J	`jnl`	Improving User Environment Detection Using Context-Aware Multi-Task Deep Learning in Mobile Networks. IEEE Trans. Cogn. Commun. Netw. Marie-Line Alberi-Morel, Illyyne Saffar, Kamal Deep Singh, Sid Ali Hamideche, César Viho
2021	J	`jnl`	Knothe-Rosenblatt transport for Unsupervised Domain Adaptation. CoRR Aladin Virmaux, Illyyne Saffar, Jianfeng Zhang, Balázs Kégl
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
2019	B	`conf`	Deep Learning Based Speed Profiling for Mobile Users in 5G Cellular Networks. GLOBECOM Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho
2019	—	`conf`	Machine Learning with partially labeled Data for Indoor Outdoor Detection. CCNC Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho
2019	—	`conf`	Mobile User Environment Detection using Deep Learning based Multi-Output Classification. WMNC Illyyne Saffar, Marie-Line Alberi-Morel, Mohanned Amara, Kamal Deep Singh, César Viho
2019	B	`conf`	Multi-task Deep Learning based Environment and Mobility Detection for User Behavior Modeling. WiOpt Marie-Line Alberi-Morel, Illyyne Saffar, Kamal Deep Singh, César Viho
2019	—	`conf`	Semi-Supervised Deep Learning-Based Methods for Indoor Outdoor Detection. ICC Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho