Distributed Q-learning based-Decentralized Resource Allocation for Future Wireless Networks. - Seifeddine Messaoud; Abbas Bradai; Mohamed Atri (SSD, 2020)

A survey on machine learning in Internet of Things: Algorithms, strategies, and applications. - Seifeddine Messaoud; Abbas Bradai; Syed Hashim Raza Bukhari; Pham Tran Anh Quang; Olfa Ben Ahmed; Mohamed Atri (Internet Things, 2020)

Online GMM Clustering and Mini-Batch Gradient Descent Based Optimization for Industrial IoT 4.0. - Seifeddine Messaoud; Abbas Bradai; Emmanuel Moulay (IEEE Trans. Ind. Informatics, 2020)

Deep Pre-trained Models for Computer Vision Applications: Traffic sign recognition. - Soulef Bouaafia; Seifeddine Messaoud; Amna Maraoui; Ahmed Chiheb Ammari; Lazhar Khriji; Mohsen Machhout (SSD, 2021)

PYNQ FPGA Hardware implementation of LeNet-5-Based Traffic Sign Recognition Application. - Amna Maraoui; Seifeddine Messaoud; Soulef Bouaafia; Ahmed Chiheb Ammari; Lazhar Khriji; Mohsen Machhout (SSD, 2021)

In-Depth Performance Evaluation of Network Slicing Strategies in Large Scale Industry 4.0. - Seifeddine Messaoud; Samir Dawaliby; Abbas Bradai; Mohamed Atri (SSD, 2021)

COVID-19 Recognition Based on Patient's Coughing and Breathing Patterns Analysis: Deep Learning Approach. - Lazhar Khriji; Ahmed Chiheb Ammari; Seifeddine Messaoud; Soulef Bouaafia; Amna Maraoui; Mohsen Machhout (FRUCT, 2021)

VVC In-Loop Filtering Based on Deep Convolutional Neural Network. - Soulef Bouaafia; Seifeddine Messaoud; Randa Khemiri; Fatma Ezahra Sayadi (Comput. Intell. Neurosci., 2021)

Complexity Analysis of New Future Video Coding (FVC) Standard Technology. - Soulef Bouaafia; Randa Khemiri; Seifeddine Messaoud; Fatma Ezahra Sayadi (Int. J. Digit. Multim. Broadcast., 2021)

Real-Time Implementation of AI-Based Face Mask Detection and Social Distancing Measuring System for COVID-19 Prevention. - Safa Teboulbi; Seifeddine Messaoud; Mohamed Ali Hajjaji; Abdellatif Mtibaa (Sci. Program., 2021)

Deep Federated Q-Learning-Based Network Slicing for Industrial IoT. - Seifeddine Messaoud; Abbas Bradai; Olfa Ben Ahmed; Pham Tran Anh Quang; Mohamed Atri; M. Shamim Hossain (IEEE Trans. Ind. Informatics, 2021)

Machine Learning for Automatic Machine-to-Machine (M2M) Communication in 5G. (Apprentissage Automatique pour la Communication Machine à Machine (M2M) Autonome dans la 5G). - Seifeddine Messaoud (2021)

Deep convolutional neural networks-based Hardware-Software on-chip system for computer vision application. - Seifeddine Messaoud; Soulef Bouaafia; Amna Maraoui; Ahmed Chiheb Ammari; Lazhar Khriji; Mohsen Machhout (Comput. Electr. Eng., 2022)

Deep learning-based video quality enhancement for the new versatile video coding. - Soulef Bouaafia; Randa Khemiri; Seifeddine Messaoud; Olfa Ben Ahmed; Fatma Ezahra Sayadi (Neural Comput. Appl., 2022)

Deep CNN Co-design for HEVC CU Partition Prediction on FPGA-SoC. - Soulef Bouaafia; Randa Khemiri; Seifeddine Messaoud; Fatma Ezahra Sayadi (Neural Process. Lett., 2022)

Enhanced CNN Security based on Adversarial FGSM Attack Learning: Medical Image Classification. - Lazhar Khriji; Seifeddine Messaoud; Soulef Bouaafia; Ahmed Chiheb Ammari; Mohsen Machhout (SSD, 2023)

Secure Convolutional Neural Network-Based Internet-of-Healthcare Applications. - Lazhar Khriji; Soulef Bouaafia; Seifeddine Messaoud; Ahmed Chiheb Ammari; Mohsen Machhout (IEEE Access, 2023)

DTL-I-ResNet18: facial emotion recognition based on deep transfer learning and improved ResNet18. - Rabie Helaly; Seifeddine Messaoud; Soulef Bouaafia; Mohamed Ali Hajjaji; Abdellatif Mtibaa (Signal Image Video Process., 2023)

Fpga-based SoC design for real-time facial point detection using deep convolutional neural networks with dynamic partial reconfiguration. - Safa Teboulbi; Seifeddine Messaoud; Mohamed Ali Hajjaji; Abdellatif Mtibaa; Mohamed Atri (Signal Image Video Process., 2024)

Implementation of an improved multi-object detection, tracking, and counting for autonomous driving. - Adnen Albouchi; Seifeddine Messaoud; Soulef Bouaafia; Mohamed Ali Hajjaji; Abdellatif Mtibaa (Multim. Tools Appl., 2024)

Robust Optimization-based Neural Architectures Against Adversarial Attacks. - Khaoula Ben Ali; Seifeddine Messaoud; Mohamed Ali Hajjaji; Mohamed Atri; Noureddine Liouane (SSD, 2025)

Fine-Tuned Yolo V-10X: Real-Time Object Detection for Autonomous Vehicles Under Multiple Weather Conditions. - Safa Teboulbi; Seifeddine Messaoud; Mohamed Ali Hajjaji; Mohamed Atri; Abdellatif Mtibaa (SSD, 2025)