| An energy efficient IoT data compression approach for edge machine learning J Azar, A Makhoul, M Barhamgi, R Couturier Future Generation Computer Systems 96, 168-175, 2019 | 232 | 2019 |
| Robust IoT time series classification with data compression and deep learning J Azar, A Makhoul, R Couturier, J Demerjian Neurocomputing 398, 222-234, 2020 | 64 | 2020 |
| Using dwt lifting scheme for lossless data compression in wireless body sensor networks J Azar, R Darazi, C Habib, A Makhoul, J Demerjian 2018 14th International wireless communications & mobile computing …, 2018 | 33 | 2018 |
| On the performance of resource-aware compression techniques for vital signs data in wireless body sensor networks J Azar, A Makhoul, R Darazi, J Demerjian, R Couturier 2018 IEEE Middle East and North Africa Communications Conference (MENACOMM), 1-6, 2018 | 28 | 2018 |
| Deep recurrent neural network-based autoencoder for photoplethysmogram artifacts filtering J Azar, A Makhoul, R Couturier, J Demerjian Computers & Electrical Engineering 92, 107065, 2021 | 26 | 2021 |
| A wearable lora-based emergency system for remote safety monitoring GB Tayeh, J Azar, A Makhoul, C Guyeux, J Demerjian 2020 International Wireless Communications and Mobile Computing (IWCMC), 120-125, 2020 | 25 | 2020 |
| Using adaptive sampling and dwt lifting scheme for efficient data reduction in wireless body sensor networks J Azar, C Habib, R Darazi, A Makhoul, J Demerjian 2018 14th international conference on wireless and mobile computing …, 2018 | 17 | 2018 |
| Efficient lossy compression for iot using sz and reconstruction with 1d u-net J Azar, GB Tayeh, A Makhoul, R Couturier Mobile Networks and Applications 27 (3), 984-996, 2022 | 11 | 2022 |
| Using DenseNet for IoT multivariate time series classification J Azar, A Makhoul, R Couturier 2020 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2020 | 11 | 2020 |
| A deep learning scheme for efficient multimedia IoT data compression HN Noura, J Azar, O Salman, R Couturier, K Mazouzi Ad Hoc Networks 138, 102998, 2023 | 9 | 2023 |
| Cross-layer federated learning for lightweight iot intrusion detection systems S Hajj, J Azar, J Bou Abdo, J Demerjian, C Guyeux, A Makhoul, D Ginhac Sensors 23 (16), 7038, 2023 | 5 | 2023 |
| A review of research on industrial time series classification for machinery based on deep learning MA Nemer, J Azar, J Demerjian, A Makhoul, J Bourgeois 2022 4th IEEE Middle East and North Africa COMMunications Conference …, 2022 | 3 | 2022 |
| Deep Learning for IoT-Healthcare Based on Physiological Signals J Azar, R Couturier 5G Impact on Biomedical Engineering, 167-184, 2022 | 1 | 2022 |
| Home Automation System with IoT Stack and ChatGPT for People with Reduced Mobility J Azar, T Khoury, A Makhoul, R Couturier 2023 IEEE 4th International Multidisciplinary Conference on Engineering …, 2023 | | 2023 |
| Lightweight Feature-based Priority Sampling for Industrial IoT Multivariate Time Series MA Nemer, J Azar, A Makhoul, J Bourgeois 2023 20th ACS/IEEE International Conference on Computer Systems and …, 2023 | | 2023 |
| Distributed Training of Deep Neural Networks: Convergence and Case Study JM Bahi, R Couturier, J Azar, KK Nguimfack International Conference on Neural Information Processing, 490-503, 2023 | | 2023 |
| Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight IoT Intrusion Detection System S Hajj, J Azar, JB Abdo, J Demerjian, A Makhoul, D Ginhac 2023 IEEE 10th International Conference on Data Science and Advanced …, 2023 | | 2023 |
| XorshiftH128+: A hybrid random number generator for lightweight IoT S Sandakly, C Salem, K Challita, S Dass, J Azar, JB Abdo, J Demerjian 2023 IEEE International Conference on Artificial Intelligence, Blockchain …, 2023 | | 2023 |
| Détection d'anomalies pour les réseaux smart-grids basée sur un autoencodeur LSTM J Azar, Y Laarouchi, F Bouzon, R Couturier Conference on Artificial Intelligence for Defense, 2022 | | 2022 |
| A Novel Lightweight and Robust Source-Channel Coding Solution for MIoT Communication Based on DL Denoising/Super Resolution Model H Noura, J Azar, R Couturier, O Salman 2022 16th International Conference on Signal-Image Technology & Internet …, 2022 | | 2022 |
Abdallah MakhoulFull Professor - FEMTO-ST institute, University of Franche-ComtéGeverifieerd e-mailadres voor univ-fcomte.fr
