Amine BRAHMIA
- Laboratoire d'Innovation Numérique pour les Entreprises et les Apprentissages au service de la Compétitivité des Territoires (LINEACT)
Publications
Publications
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Planification bi-objectif de la recharge des véhicules électriques avec arrivées stochastiques27ème congrès Annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF), Feb 2026, Tours, France |
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Multi-Objective Approach for Efficient Grid Resources Allocation in Electric Vehicle Charging Schedules26ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2025), Feb 2025, Paris, France |
Integrating Centrality Measures in Federated Learning-Based Intrusion Detection Systems2025 IEEE Wireless Communications and Networking Conference (WCNC), Mar 2025, Milan, Italy. pp.1-6, ⟨10.1109/WCNC61545.2025.10978723⟩ |
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FedCSA: A Novel Federated Learning Client Selection with Anomaly Detection Approach for IoT Systems2025 IEEE Wireless Communications and Networking Conference (WCNC), Mar 2025, Milan, Italy. pp.1-6, ⟨10.1109/WCNC61545.2025.10978709⟩ |
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Optimized Scheduling for Electric Vehicle Charging: A Multi-Objective Approach to Grid Stability and User Satisfaction14th International Conference on Operations Research and Enterprise Systems, Feb 2025, Porto, Portugal. pp.146-155, ⟨10.5220/0013236400003893⟩ |
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Enhancing IoT Network Intrusion Detection with a New GraphSAGE Embedding Algorithm Using Centrality Measures10th International Conference on Internet of Things, Big Data and Security, Apr 2025, Porto, Portugal. pp.329-336, ⟨10.5220/0013363000003944⟩ |
Generating Realistic Cyber Security Datasets for IoT Networks with Diverse Complex Network Properties10th International Conference on Internet of Things, Big Data and Security, Apr 2025, Porto, Portugal. pp.321-328, ⟨10.5220/0013359000003944⟩ |
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A Hybrid Binary Grey Wolf Optimiser for WSN Deployment in Indoor Environments Based on BIM Database2024 IEEE Wireless Communications and Networking Conference (WCNC), Apr 2024, Dubai, France. pp.1-6, ⟨10.1109/WCNC57260.2024.10570720⟩ |
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Empowering Energy Consumption Forecasting in Smart Buildings: Towards a Hybrid Loss Function2024 International Wireless Communications and Mobile Computing (IWCMC), May 2024, Ayia Napa, France. pp.1118-1123, ⟨10.1109/IWCMC61514.2024.10592340⟩ |
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FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building’s Load Forecasting2024 International Wireless Communications and Mobile Computing (IWCMC), May 2024, Ayia Napa, France. pp.949-954, ⟨10.1109/IWCMC61514.2024.10592511⟩ |
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Hyperparameter Impact on Computational Efficiency in Federated Edge Learning2024 International Wireless Communications and Mobile Computing (IWCMC), May 2024, Ayia Napa, France. pp.0849-0854, ⟨10.1109/IWCMC61514.2024.10592516⟩ |
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Optimizing Shapley Value for Client Valuation in Federated Learning through Enhanced GTG-Shapley2024 International Wireless Communications and Mobile Computing (IWCMC), May 2024, Ayia Napa, France. pp.1528-1533, ⟨10.1109/IWCMC61514.2024.10592437⟩ |
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Connectivity Repair Heuristics for Stationary Wireless Sensor NetworksIEEE International Conference on Communications, May 2023, Rome, Italy. pp.4804-4809, ⟨10.1109/ICC45041.2023.10278851⟩ |
Intrusion Detection System for IoT Based on Complex Networks and Machine Learning2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Nov 2023, Abu Dhabi, France. pp.0471-0477, ⟨10.1109/DASC/PiCom/CBDCom/Cy59711.2023.10361433⟩ |
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A Comparative Study of Meta-Heuristic Algorithms for WSN Deployment Problem in Indoor Environments2023 IEEE Congress on Evolutionary Computation (CEC), Jul 2023, Chicago, United States. pp.1-8, ⟨10.1109/CEC53210.2023.10254142⟩ |
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Algorithme hybride basé sur NSGA-II pour le déploiement de réseaux de capteurs sans fil24ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2023), Feb 2023, Rennes, France |
A Hybrid Aggregation Approach for Federated Learning to Improve Energy Consumption in Smart Buildings2023 International Wireless Communications and Mobile Computing (IWCMC), Jun 2023, Marrakesh, Morocco. pp.854-859, ⟨10.1109/IWCMC58020.2023.10183138⟩ |
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A Comparative Study of Blockchain Development PlatformsICCIP 2023: 2023 the 9th International Conference on Communication and Information Processing, Dec 2023, Lingshui China, France. pp.555-561, ⟨10.1145/3638884.3638971⟩ |
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A review of IoT architectures in smart healthcare applications2022 Seventh International Conference on Fog and Mobile Edge Computing (FMEC), Dec 2022, Paris, France. pp.1-8, ⟨10.1109/FMEC57183.2022.10062841⟩ |
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Modeling the Greedy Behavior Attack and Analyzing its Impact on IoT NetworksEmerging Ubiquitous Systems and Pervasive Networks, Nov 2021, Leuven, Belgium. pp.770-775, ⟨10.1016/j.procs.2021.12.320⟩ |
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An Adaptive Attack Prediction Framework in Cyber-Physical Systems2022 Ninth International Conference on Software Defined Systems (SDS), Dec 2022, Paris, France. pp.1-7, ⟨10.1109/SDS57574.2022.10062873⟩ |
Towards secure and reliable aggregation for Federated Learning protocols in healthcare applications2022 Ninth International Conference on Software Defined Systems (SDS), Dec 2022, Paris, France. pp.1-3, ⟨10.1109/SDS57574.2022.10062923⟩ |
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APBFT: An Adaptive PBFT Consensus for Private BlockchainsGLOBECOM 2022 - 2022 IEEE Global Communications Conference, Dec 2022, Rio de Janeiro, Brazil. pp.1788-1793, ⟨10.1109/GLOBECOM48099.2022.10001568⟩ |
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FPBFT: A Fast PBFT Protocol for Private Blockchains2022 9th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Nov 2022, Milan, Italy. pp.1-8, ⟨10.1109/IOTSMS58070.2022.10062170⟩ |
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A stochastic approach for extracting community-based backbonesThe 11th International Conference on Complex Networks and their Applications, Nov 2022, Palerme, Italy |
A Reinforcement Learning-Based Node Selection for PBFT Consensus2022 Ninth International Conference on Software Defined Systems (SDS), Dec 2022, Paris, France. pp.1-3, ⟨10.1109/SDS57574.2022.10062948⟩ |
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Coverage Maximization in WSN Deployment Using Particle Swarm Optimization with Voronoi Diagram10th International Conference on Model and Data Engineering (MEDI 2021), Jun 2021, Tallinn, Estonia. pp.88-100, ⟨10.1007/978-3-030-87657-9_7⟩ |
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RPL-OC: Extension of RPL Protocol for LLN Networks Based on the Operator Calculus ApproachSixth International Congress on Information and Communication Technology, Feb 2021, Londres, United Kingdom. pp.47-58, ⟨10.1007/978-981-16-2377-6_7⟩ |
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Performance Analysis of RPL Protocols in LLN Network Using Friedman’s Test2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Dec 2020, Paris, France. ⟨10.1109/IOTSMS52051.2020.9340203⟩ |
A Overview on WSN Deployment and a Novel Conceptual BIM-based Approach in Smart Buildings7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Dec 2020, Paris, France. ⟨10.1109/IOTSMS52051.2020.9340226⟩ |
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A BIM-based framework for an Optimal WSN Deployment in Smart Building2020 11th International Conference on Network of the Future (NoF), Oct 2020, Bordeaux, France. pp.110-114, ⟨10.1109/NoF50125.2020.9249099⟩ |
A combined path selection and admission control scheme for IPTV in IEEE 802.16j MMR networks2015 IEEE International Conference on Communications (ICC), Jun 2015, London, United Kingdom. pp.6803-6808, ⟨10.1109/ICC.2015.7249410⟩ |
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Optimal Bandwidth Consumption for IPTV Services over WiMAX Multihop Relay Networks8th Advanced International Conference on Telecommunications, AICT'12 (2012-05-27, 2012-06-01: Stuttgart, Allemagne), May 2012, Stuttgart, Germany. pp.40-45 |
Method of Forwarding in a Multi-Hop Access NetworkFrance, N° de brevet: PCT/FR2011/052248. 2017 |
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Procédé d'expédition dans un réseau d'accès à sauts multiplesFrance, N° de brevet: PCT/FR2011052248. 2011, pp.01-28 |