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Illyyne Saffar
Illyyne Saffar
Phd | Machine Learning Research Engineer @Ericsson
Geverifieerd e-mailadres voor ericsson.com
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Machine learning with partially labeled data for indoor outdoor detection
I Saffar, MLA Morel, KD Singh, C Viho
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC …, 2019
292019
Semi-supervised deep learning-based methods for indoor outdoor detection
I Saffar, MLA Morel, KD Singh, C Viho
ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-7, 2019
212019
Deep learning based speed profiling for mobile users in 5G cellular networks
I Saffar, MLA Morel, KD Singh, C Viho
2019 IEEE Global Communications Conference (GLOBECOM), 1-7, 2019
142019
Mobile user environment detection using deep learning based multi-output classification
I Saffar, MLA Morel, M Amara, KD Singh, C Viho
2019 12th IFIP Wireless and Mobile Networking Conference (WMNC), 16-23, 2019
102019
Multi-task deep learning based environment and mobility detection for user behavior modeling
MLA Morel, I Saffar, KD Singh, C Viho
2019 International Symposium on Modeling and Optimization in Mobile, Ad Hoc …, 2019
92019
Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark
HI Fawaz, G Del Grosso, T Kerdoncuff, A Boisbunon, I Saffar
arXiv preprint arXiv:2312.09857, 2023
32023
Improving User Environment Detection Using Context-aware Multi-Task Deep Learning in Mobile Networks
MLA Morel, I Saffar, K Singh, SA Hamideche, C Viho
IEEE Transactions on Cognitive Communications and Networking 8 (4), 1665-1676, 2022
32022
ML-Based What-If Analysis to Mitigate Interference for 5G NR Non-Public Networks
A Boisbunon, I Saffar, J Biosca-Caro, J Ansari, A Alabbasi
ICC 2024-IEEE International Conference on Communications, 2974-2979, 2024
2024
Knothe-Rosenblatt transport for Unsupervised Domain Adaptation
A Virmaux, I Saffar, J Zhang, B Kégl
arXiv preprint arXiv:2110.02716, 2021
2021
Machine Learning to Infer User Behavior in 5G Autonomic Networks
I Saffar
Université de Rennes 1 (UR1), 2020
2020
EMTL: A Generative Domain Adaptation Approach
J Zhang, I Saffar, A Virmaux, B Kégl
2019 12th IFIP Wireless and Mobile Networking Conference (WMNC)
I Saffar, MLA Morel
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Artikelen 1–12