| Deep federated Q-learning-based network slicing for industrial IoT S Messaoud, A Bradai, OB Ahmed, PTA Quang, M Atri, MS Hossain IEEE Transactions on Industrial Informatics 17 (8), 5572-5582, 2020 | 96 | 2020 |
| A survey on machine learning in Internet of Things: Algorithms, strategies, and applications S Messaoud, A Bradai, SHR Bukhari, PTA Quang, OB Ahmed, M Atri Internet of Things 12, 100314, 2020 | 83 | 2020 |
| Real-time implementation of AI-based face mask detection and social distancing measuring system for COVID-19 prevention S Teboulbi, S Messaoud, MA Hajjaji, A Mtibaa Scientific Programming 2021, 1-21, 2021 | 70 | 2021 |
| Online GMM clustering and mini-batch gradient descent based optimization for industrial IoT 4.0 S Messaoud, A Bradai, E Moulay IEEE Transactions on Industrial Informatics 16 (2), 1427-1435, 2019 | 54 | 2019 |
| COVID-19 recognition based on patient's coughing and breathing patterns analysis: deep learning approach L Khriji, A Ammari, S Messaoud, S Bouaafia, A Maraoui, M Machhout 2021 29th Conference of Open Innovations Association (FRUCT), 185-191, 2021 | 24 | 2021 |
| Deep convolutional neural networks-based Hardware–Software on-chip system for computer vision application S Messaoud, S Bouaafia, A Maraoui, AC Ammari, L Khriji, M Machhout Computers & Electrical Engineering 98, 107671, 2022 | 21 | 2022 |
| Deep learning-based video quality enhancement for the new versatile video coding S Bouaafia, R Khemiri, S Messaoud, O Ben Ahmed, FE Sayadi Neural Computing and Applications, 2021 | 16 | 2021 |
| Deep pre-trained models for computer vision applications: traffic sign recognition S Bouaafia, S Messaoud, A Maraoui, AC Ammari, L Khriji, M Machhout 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD …, 2021 | 15 | 2021 |
| COVID-19 recognition based on deep transfer learning S Bouaafia, S Messaoud, R Khemiri, FE Sayadi 2021 IEEE International Conference on Design & Test of Integrated Micro …, 2021 | 12 | 2021 |
| PYNQ FPGA hardware implementation of LeNet-5-based traffic sign recognition application A Maraoui, S Messaoud, S Bouaafia, AC Ammari, L Khriji, M Machhout 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD …, 2021 | 10 | 2021 |
| Virtual healthcare center for COVID-19 patient detection based on artificial intelligence approaches S Messaoud, S Bouaafia, A Maraoui, L Khriji, AC Ammari, M Machhout Canadian Journal of Infectious Diseases and Medical Microbiology 2022, 2022 | 8 | 2022 |
| Network slicing for industrial IoT and industrial wireless sensor network: Deep federated learning approach and its implementation challenges S Messaoud, S Bouaafia, A Bradai, MA Hajjaji, A Mtibaa, M Atri Emerging Trends in Wireless Sensor Networks, 2022 | 7 | 2022 |
| VVC in-loop filtering based on deep convolutional neural network S Bouaafia, S Messaoud, R Khemiri, FE Sayadi Computational Intelligence and Neuroscience 2021, 2021 | 7 | 2021 |
| Machine learning modelling-powered IoT systems for smart applications S Messaoud, O Ben Ahmed, A Bradai, M Atri IoT-based Intelligent Modelling for Environmental and Ecological Engineering …, 2021 | 5 | 2021 |
| DTL-I-ResNet18: Facial emotion recognition based on deep transfer learning and improved ResNet18 R Helaly, S Messaoud, S Bouaafia, MA Hajjaji, A Mtibaa Signal, Image and Video Processing 17 (6), 2731-2744, 2023 | 4 | 2023 |
| Face mask classification based on deep learning framework S Teboulbi, S Messaoud, MA Hajjaji, A Mtibaa Advanced Practical Approaches to Web Mining Techniques and Application, 175-188, 2022 | 4 | 2022 |
| In-Depth Performance Evaluation of Network Slicing Strategies in Large Scale Industry 4.0 S Messaoud, S Dawaliby, A Bradai, M Atri 18th International Multi-Conference on Systems, Signals & Devices (SSD), 2021 | 4 | 2021 |
| Complexity analysis of new future video coding (FVC) standard technology S Bouaafia, R Khemiri, S Messaoud, FE Sayadi International Journal of Digital Multimedia Broadcasting 2021, 1-13, 2021 | 3 | 2021 |
| Distributed Q-learning based-decentralized resource allocation for future wireless networks S Messaoud, A Bradai, M Atri 2020 17th International Multi-Conference on Systems, Signals & Devices (SSD …, 2020 | 3 | 2020 |
| Slicing Optimization based on Machine Learning Tool for Industrial IoT 4.0 S Messaoud, A Bradai, S Dawaliby, M Atri 2021 IEEE International Conference on Design & Test of Integrated Micro …, 2021 | 2 | 2021 |
