Amine BRAHMIA

40
Documents
Affiliation actuelle
  • Laboratoire d'Innovation Numérique pour les Entreprises et les Apprentissages au service de la Compétitivité des Territoires (LINEACT)

Publications

Publications

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Multi-Objective Approach for Efficient Grid Resources Allocation in Electric Vehicle Charging Schedules

Aimen Khiar , Mohamed-El-Amine Brahmia , Ammar Oulamara , Lhassane Idoumghar
26ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2025), Feb 2025, Paris, France
Communication dans un congrès hal-04976483 v1

Optimized Scheduling for Electric Vehicle Charging: A Multi-Objective Approach to Grid Stability and User Satisfaction

Aimen Khiar , Mohamed-El-Amine Brahmia , Ammar Oulamara , Lhassane Idoumghar
14th International Conference on Operations Research and Enterprise Systems, Feb 2025, Porto, Portugal. pp.146-155, ⟨10.5220/0013236400003893⟩
Communication dans un congrès hal-04978580 v1

FedCSA: A Novel Federated Learning Client Selection with Anomaly Detection Approach for IoT Systems

Bouchra Fakher , Mohamed-El-Amine Brahmia , Ismail Bennis , Abdelhafid Abouaissa
2025 IEEE Wireless Communications and Networking Conference (WCNC), Mar 2025, Milan, Italy. pp.1-6, ⟨10.1109/WCNC61545.2025.10978709⟩
Communication dans un congrès hal-05072648 v1

Integrating Centrality Measures in Federated Learning-Based Intrusion Detection Systems

Mortada Termos , Zakariya Ghalmane , Mohamed-El-Amine Brahmia , Ahmad Fadlallah , Ali Jaber et al.
2025 IEEE Wireless Communications and Networking Conference (WCNC), Mar 2025, Milan, Italy. pp.1-6, ⟨10.1109/WCNC61545.2025.10978723⟩
Communication dans un congrès hal-05072659 v1
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Enhancing IoT Network Intrusion Detection with a New GraphSAGE Embedding Algorithm Using Centrality Measures

Mortada Termos , Zakariya Ghalmane , Mohamed-El-Amine Brahmia , Ahmad Fadlallah , Ali Jaber et al.
10th International Conference on Internet of Things, Big Data and Security, Apr 2025, Porto, Portugal. pp.329-336, ⟨10.5220/0013363000003944⟩
Communication dans un congrès hal-05032710 v1

Generating Realistic Cyber Security Datasets for IoT Networks with Diverse Complex Network Properties

Fouad Al Tfaily , Zakariya Ghalmane , Mortada Termos , Mohamed-El-Amine Brahmia , Ali Jaber et al.
10th International Conference on Internet of Things, Big Data and Security, Apr 2025, Porto, Portugal. pp.321-328, ⟨10.5220/0013359000003944⟩
Communication dans un congrès hal-05032706 v1

A Hybrid Binary Grey Wolf Optimiser for WSN Deployment in Indoor Environments Based on BIM Database

Khaoula Zaimen , Laurent Moalic , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Lhassane Idoumghar
2024 IEEE Wireless Communications and Networking Conference (WCNC), Apr 2024, Dubai, France. pp.1-6, ⟨10.1109/WCNC57260.2024.10570720⟩
Communication dans un congrès hal-04647070 v1

Empowering Energy Consumption Forecasting in Smart Buildings: Towards a Hybrid Loss Function

Aline Abboud , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Ahmad Shahin , Rocks Mazraani
2024 International Wireless Communications and Mobile Computing (IWCMC), May 2024, Ayia Napa, France. pp.1118-1123, ⟨10.1109/IWCMC61514.2024.10592340⟩
Communication dans un congrès hal-04653037 v1

Hyperparameter Impact on Computational Efficiency in Federated Edge Learning

Ahmed-Rafik-El Mehdi Baahmed , Jean-François Dollinger , Mohamed-El-Amine Brahmia , Mourad Zghal
2024 International Wireless Communications and Mobile Computing (IWCMC), May 2024, Ayia Napa, France. pp.0849-0854, ⟨10.1109/IWCMC61514.2024.10592516⟩
Communication dans un congrès hal-04653015 v1

FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building’s Load Forecasting

Bouchra Fakher , Mohamed-El-Amine Brahmia , Mustafa Al Samara , Ismail Bennis , Abdelhafid Abouaissa
2024 International Wireless Communications and Mobile Computing (IWCMC), May 2024, Ayia Napa, France. pp.949-954, ⟨10.1109/IWCMC61514.2024.10592511⟩
Communication dans un congrès hal-04653029 v1

Optimizing Shapley Value for Client Valuation in Federated Learning through Enhanced GTG-Shapley

Meriem Arbaoui , Mohamed-El-Amine Brahmia , Abdellatif Rahmoun , Mourad Zghal
2024 International Wireless Communications and Mobile Computing (IWCMC), May 2024, Ayia Napa, France. pp.1528-1533, ⟨10.1109/IWCMC61514.2024.10592437⟩
Communication dans un congrès hal-04653022 v1
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Connectivity Repair Heuristics for Stationary Wireless Sensor Networks

Khaoula Zaimen , Laurent Moalic , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Lhassane Idoumghar
IEEE International Conference on Communications, May 2023, Rome, Italy. pp.4804-4809, ⟨10.1109/ICC45041.2023.10278851⟩
Communication dans un congrès hal-04065704 v1

Intrusion Detection System for IoT Based on Complex Networks and Machine Learning

Mortada Termos , Zakariya Ghalmane , Mohamed-El-Amine Brahmia , Ahmad Fadlallah , Ali Jaber et al.
2023 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⟩
Communication dans un congrès hal-04383482 v1

A Comparative Study of Meta-Heuristic Algorithms for WSN Deployment Problem in Indoor Environments

Khaoula Zaimen , Mohamed-El-Amine Brahmia , Laurent Moalic , Abdelhafid Abouaissa , Lhassane Idoumghar
2023 IEEE Congress on Evolutionary Computation (CEC), Jul 2023, Chicago, United States. pp.1-8, ⟨10.1109/CEC53210.2023.10254142⟩
Communication dans un congrès hal-04230156 v1

A Hybrid Aggregation Approach for Federated Learning to Improve Energy Consumption in Smart Buildings

Aline Abboud , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Ahmad Shahin , Rocks Mazraani
2023 International Wireless Communications and Mobile Computing (IWCMC), Jun 2023, Marrakesh, Morocco. pp.854-859, ⟨10.1109/IWCMC58020.2023.10183138⟩
Communication dans un congrès hal-04189156 v1

A Comparative Study of Blockchain Development Platforms

Kenza Riahi , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Lhassane Idoumghar
ICCIP 2023: 2023 the 9th International Conference on Communication and Information Processing, Dec 2023, Lingshui China, France. pp.555-561, ⟨10.1145/3638884.3638971⟩
Communication dans un congrès hal-04556954 v1
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A review of IoT architectures in smart healthcare applications

Meriem Arbaoui , Mohamed-El-Amine Brahmia , Abdellatif Rahmoun
2022 Seventh International Conference on Fog and Mobile Edge Computing (FMEC), Dec 2022, Paris, France. pp.1-8, ⟨10.1109/FMEC57183.2022.10062841⟩
Communication dans un congrès hal-04065411 v1
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Modeling the Greedy Behavior Attack and Analyzing its Impact on IoT Networks

Fatima Salma Sadek , Khaled Belkadi , Abdelhafid Abouaissa , Samir Ouchani , Mohamed-El-Amine Brahmia et al.
Emerging Ubiquitous Systems and Pervasive Networks, Nov 2021, Leuven, Belgium. pp.770-775, ⟨10.1016/j.procs.2021.12.320⟩
Communication dans un congrès hal-04094225 v1

Towards secure and reliable aggregation for Federated Learning protocols in healthcare applications

Meriem Arbaoui , Mohamed-El-Amine Brahmia , Abdellatif Rahmoun
2022 Ninth International Conference on Software Defined Systems (SDS), Dec 2022, Paris, France. pp.1-3, ⟨10.1109/SDS57574.2022.10062923⟩
Communication dans un congrès hal-04095600 v1
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An Adaptive Attack Prediction Framework in Cyber-Physical Systems

Mohamed-El-Amine Brahmia , Sami Babouche , Samir Ouchani , Mourad Zghal
2022 Ninth International Conference on Software Defined Systems (SDS), Dec 2022, Paris, France. pp.1-7, ⟨10.1109/SDS57574.2022.10062873⟩
Communication dans un congrès hal-04065408 v1
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A stochastic approach for extracting community-based backbones

Zakariya Ghalmane , Mohamed-El-Amine Brahmia , Mourad Zghal , Hocine Cherifi
The 11th International Conference on Complex Networks and their Applications, Nov 2022, Palerme, Italy
Communication dans un congrès hal-04094093 v1
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FPBFT: A Fast PBFT Protocol for Private Blockchains

Kenza Riahi , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Lhassane Idoumghar
2022 9th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Nov 2022, Milan, Italy. pp.1-8, ⟨10.1109/IOTSMS58070.2022.10062170⟩
Communication dans un congrès hal-04065420 v1
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APBFT: An Adaptive PBFT Consensus for Private Blockchains

Kenza Riahi , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Lhassane Idoumghar
GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Dec 2022, Rio de Janeiro, Brazil. pp.1788-1793, ⟨10.1109/GLOBECOM48099.2022.10001568⟩
Communication dans un congrès hal-04065416 v1

A Reinforcement Learning-Based Node Selection for PBFT Consensus

Kenza Riahi , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Lhassane Idoumghar
2022 Ninth International Conference on Software Defined Systems (SDS), Dec 2022, Paris, France. pp.1-3, ⟨10.1109/SDS57574.2022.10062948⟩
Communication dans un congrès hal-04095601 v1
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Coverage Maximization in WSN Deployment Using Particle Swarm Optimization with Voronoi Diagram

Khaoula Zaimen , Mohamed-El-Amine Brahmia , Jean-François Dollinger , Laurent Moalic , Abdelhafid Abouaissa et al.
10th International Conference on Model and Data Engineering (MEDI 2021), Jun 2021, Tallinn, Estonia. pp.88-100, ⟨10.1007/978-3-030-87657-9_7⟩
Communication dans un congrès hal-04065429 v1
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RPL-OC: Extension of RPL Protocol for LLN Networks Based on the Operator Calculus Approach

Abdusy Syarif , Mohamed-El-Amine Brahmia , Jean-François Dollinger , Abdelhafid Abouaissa , Lhassane Idoumghar
Sixth International Congress on Information and Communication Technology, Feb 2021, Londres, United Kingdom. pp.47-58, ⟨10.1007/978-981-16-2377-6_7⟩
Communication dans un congrès hal-04065435 v1

A Overview on WSN Deployment and a Novel Conceptual BIM-based Approach in Smart Buildings

Khaoula Zaimen , Mohamed-El-Amine Brahmia , Jean-françois Dollinger , Laurent Moalic , Abdelhafid Abouaissa et al.
7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Dec 2020, Paris, France. ⟨10.1109/IOTSMS52051.2020.9340226⟩
Communication dans un congrès hal-03715903 v1
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Performance Analysis of RPL Protocols in LLN Network Using Friedman’s Test

Novi Azman , Abdusy Syarif , Mohamed-El-Amine Brahmia , Jean-Francois Dollinger , Samir Ouchani et al.
2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Dec 2020, Paris, France. ⟨10.1109/IOTSMS52051.2020.9340203⟩
Communication dans un congrès hal-04065439 v1
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A BIM-based framework for an Optimal WSN Deployment in Smart Building

Walid Miloud Dahmane , Mohamed-El-Amine Brahmia , Jean-Francois Dollinger , Samir Ouchani
2020 11th International Conference on Network of the Future (NoF), Oct 2020, Bordeaux, France. pp.110-114, ⟨10.1109/NoF50125.2020.9249099⟩
Communication dans un congrès hal-04065441 v1

A combined path selection and admission control scheme for IPTV in IEEE 802.16j MMR networks

Mohamed-El-Amine Brahmia , Abdusy Syarif , Abdelhafid Abouaissa , Pascal Lorenz
2015 IEEE International Conference on Communications (ICC), Jun 2015, London, United Kingdom. pp.6803-6808, ⟨10.1109/ICC.2015.7249410⟩
Communication dans un congrès hal-04095607 v1

Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers

Meriem Arbaoui , Mohamed-El-Amine Brahmia , Abdellatif Rahmoun , Mourad Zghal
ACM Transactions on Intelligent Systems and Technology, 2024, ⟨10.1145/3678182⟩
Article dans une revue hal-04653057 v1

Multi-Task Learning for PBFT Optimisation in permissioned Blockchains

Kenza Riahi , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Lhassane Idoumghar
Blockchain: Research and Applications, 2024, pp.100206. ⟨10.1016/j.bcra.2024.100206⟩
Article dans une revue hal-04580750 v1

An intelligent mechanism for energy consumption scheduling in smart buildings

Hassan Harb , Mohamad Hijazi , Mohamed-El-Amine Brahmia , Ali Kadhum Idrees , Mouhammad Alakkoumi et al.
Cluster Computing, 2024, 27, pp.11149-11165. ⟨10.1007/s10586-024-04440-4⟩
Article dans une revue hal-04580748 v1

GDLC: A new Graph Deep Learning framework based on centrality measures for intrusion detection in IoT networks

Mortada Termos , Zakariya Ghalmane , Mohamed-El-Amine Brahmia , Ahmad Fadlallah , Ali Jaber et al.
Internet of Things, 2024, pp.101214. ⟨10.1016/j.iot.2024.101214⟩
Article dans une revue hal-04572104 v1
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Algorithme hybride basé sur NSGA-II pour le déploiement de réseaux de capteurs sans fil

Khaoula Zaimen , Laurent Moalic , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Lhassane Idoumghar
Bulletin de la ROADEF, 2023
Article dans une revue hal-04095465 v1
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A Survey of Artificial Intelligence Based WSNs Deployment Techniques and Related Objectives Modeling

Khaoula Zaimen , Mohamed-El-Amine Brahmia , Laurent Moalic , Abdelhafid Abouaissa , Lhassane Idoumghar
IEEE Access, 2022, 10, pp.113294 - 113329. ⟨10.1109/access.2022.3217200⟩
Article dans une revue hal-04065395 v1

An Efficient Study of Scheduling Algorithms with Freidman Test in WiMAX Networks

Mohamed-El-Amine Brahmia , Abdusy Syarif , Abdelhafid Abouaissa , Lhassane Idoumghar , Pascal Lorenz
International Journal Network Protocols and Algorithms, 2014, 6 (4), pp.41. ⟨10.5296/npa.v6i4.6582⟩
Article dans une revue hal-04095604 v1

Adaptive Scheduling mechanism for IPTV over WiMAX IEEE 802.16j Networks

Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Pascal Lorenz
International Journal of Communication Systems, 2014, 27 (7), pp.1009-1019. ⟨10.1002/dac.2392⟩
Article dans une revue istex hal-01168369 v1

Increasing end-to-end fairness over IEEE 802.11e-based wireless mesh networks

Abdelhafid Abouaissa , Mohamed-El-Amine Brahmia , Pascal Lorenz
International Journal of Communication Systems, 2013, 26 (Issue 1), pp.1-12. ⟨10.1002/dac.1319⟩
Article dans une revue istex hal-00981699 v1

Improving IPTV Forwarding Mechanism in IEEE 802.16j MMR Networks Based on Aggregation

Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Pascal Lorenz
ETRI Journal, 2013, 35 (2), pp.234-244. ⟨10.4218/etrij.13.0112.0318⟩
Article dans une revue hal-00981960 v1