WAMAS: A Multi-Agent System with Improved Watershed Segmentation for Brain MRI AnalysisNedjoua Houda Kholladi, Okba Kazar, Abdelkader Hima, Kamal Bechkoum, Mounir Beggas, Meriem HamoudInformaticaVolume 49، (23)2025Article Open access 2
Navigating water scarcity in arid landscapes: a reinforcement learning environment for wheat irrigation managementMohamed Nadhir Abid, Mounir Beggas, Abdelkader Laouid, Mohammad Ali A. HammoudehExpert Systems with ApplicationsVolume 289، Pages 1280652025Article Closed access 1
Enhancing Cybersecurity in Healthcare IoT Systems Using Reinforcement LearningMohamed Nadhir Abid, Mounir Beggas, Abdelkader Laouid, Mohammad Ali A. HammoudehTransportation research procediaVolume 84، Pages 113-1202025Article Open access 16
Blockchain-Watermarking scheme based K-Means for Medical ImageMohammed Elhabib Kahla, Mounir Beggas, Abdelkader Laouid, Mohammad Ali A. Hammoudeh, Lamri LaouamerTransportation research procediaVolume 84، Pages 51-582025Article Open access 4
A Novel Dual Watermarking Scheme Based on K-Level For Medical ImagesMohammed Elhabib Kahla, Mounir Beggas, Abdelkader Laouid, Brahim Ferik, Mostefa KaraLecture notes in computer sciencePages 471-4792025Other Closed access 1
Enhancing Proximal Policy Optimization in the Pendulum-v1 Environment Through Clustering-Based State Space SimplificationMohamed Nadhir Abid, Mounir Beggas, Abdelkader Laouid, Mostefa Kara, Ahcène BounceurPages 1-72024Other Closed accessSeveral sources 1
A Robust Medical Image Watermarking Approach Based on K-Level Clustering and Asymmetric EncryptionMohammed Elhabib Kahla, Mounir Beggas, Abdelkader Laouid, Ahcène Bounceur, Mostefa KaraPages 1-62024Other Closed accessSeveral sources
An IoMT image crypto-system based on spatial watermarking and asymmetric encryptionMohammed Elhabib Kahla, Mounir Beggas, Abdelkader Laouid, Muath AlShaikh, Mohammad Ali A. HammoudehMultimedia Tools and ApplicationsVolume 83، (39)، Pages 86681-867062024Article Closed access 8
A Nature-Inspired Partial Distance-Based Clustering AlgorithmMohammed Elhabib Kahla, Mounir Beggas, Abdelkader Laouid, Mohammad Ali A. HammoudehJournal of Sensor and Actuator NetworksVolume 13، (4)، Pages 362024Article Open access 5
Reinforcement Learning Approach for IoT Security using CyberBattleSim: A Simulation-based StudyMohamed Nadhir Abid, Mounir Beggas, Abdelkader LaouidPages 1-72024Other Closed accessSeveral sources 9
K-Means-Based Watermarking Algorithm For medical imageMohammed Elhabib Kahla, Mounir Beggas, Abdelkader LaouidPages 384-3892023Other Open access 2
Machine/Deep Learning for obfuscated malware DetectionMohamed Nadhir Abid, Mounir Beggas, Abdelkader LaouidPages 390-3962023Other Open access 1
Asymmetric Image Encryption Based on Twin Message FusionMohammed Elhabib Kahla, Mounir Beggas, Abdelkader Laouid, Mostefa Kara, Muath AlShaikhVolume 21، Pages 1-52021Other Closed accessSeveral sources 13
Formalizing and Verifying UML Activity DiagramsMessaoud Abbas, Mounir Beggas, Ammar BoucheritCommunications in computer and information sciencePages 49-632019Other Closed access 4
A multi-agent system approach based on cryptographic algorithm for securing communications and protecting stored data in the cloud-computing environmentMounir Beggas, Mohammed Amine Yagoub, Okba KazarInternational Journal of Information and Computer SecurityVolume 11، (4/5)، Pages 4132019Article Closed access 2
A multi-agent system approach based on cryptographic algorithm for securing communications and protecting stored data in the cloud-computing environmentMohammed Amine Yagoub, Okba Kazar, Mounir BeggasInternational Journal of Information and Computer SecurityVolume 11، (4/5)، Pages 4132019Article Closed access 1
A dynamic skyline technique for a context-aware selection of the best sensors in an IoT architectureIsmail Kertiou, Saber Benharzallah, Laïd Kahloul, Mounir Beggas, Reinhardt Euler, Abdelkader Laouid, Ahcène BounceurAd Hoc NetworksVolume 81، Pages 183-1962018Article Closed access 33
Towards a Model of Context-Aware Infrastructure in Mobile Ubiquitous ComputingMounir BeggasJournal of Fundamental and Applied SciencesVolume 3، (1)، Pages 472015Article Open accessSeveral sources 1