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Iyad Lahsen-Cherif

On using eXtreme Gradient Boosting (XGBoost) Machine Learning algorithm for Home Network Traffic Classification
2019 · Iyad Lahsen Cherif, Abdesselem Kortebi · IFIP Wireless Days · 150
When Machine Learning Meets Geospatial Data: A Comprehensive GeoAI Review
2025 · Anasse Boutayeb, Iyad Lahsen-Cherif, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 63
Energy Efficient Routing for Wireless Mesh Networks with Directional Antennas: When Q-learning meets Ant systems
2021 · Iyad Lahsen-Cherif, Lynda Zitoune, et al. · Ad Hoc Networks · 23
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Early classification of residential networks traffic using C5.0 machine learning algorithm
2018 · Zied Aouini, Abdesselem Kortebi, et al. · IFIP Wireless Days · 14
DQL-MultiMDP: A Deep Q-Learning-Based Algorithm for Load Balancing in Dynamic and Dense WiFi Networks
2024 · Mohamed Bellouch, Lynda Zitoune, et al. · IEEE Wireless Communications and Networking Conference · 11
Real-Time Drone Anti-Collision Avoidance Systems: an Edge Artificial Intelligence Application
2022 · Iyad Lahsen-Cherif, Huan Liu, et al. · IEEE Radar Conference (RadarConf) · 9
An iterative thresholding-based algorithm for brain–computer interface (BCI) application
2023 · Djerassembe Laouhingamaye Frédéric, Awatif Rouijel, et al. · Scientific African · 7
Low Complexity Approaches for End-to-End Latency Prediction
2022 · Pierre Larrenie, Jean-François Bercher, et al. · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · 7
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Predicting Diabetes Using Machine Learning : XGBoost and the PIMA Dataset
2024 · Maroua El Arni, Iyad Lahsen-Cherif, et al. · International Conference on Intelligent Computing in Data Sciences (ICDS) · 6
IoT Network Security: Ensemble-Based Approaches for Anomaly Detection
2025 · Lamya Jaafouri, Maryam Et-Tolba, et al. · International Conference on Circuit, Systems and Communication (ICCSC) · 5
Toward a City Digital Twin: Design Principles, and Challenges
2024 · Fouad Younes, Iyad Lahsen-Cherif, et al. · International Conference on Advanced Communication Technologies and Networking (CommNet) · 5
Fair WiFi STA-to-AP Association with DQL-MultiMDP: Investigation and Opportunities
2024 · Mohamed Bellouch, Lynda Zitoune, et al. · Global Information Infrastructure and Networking Symposium · 5
Cybersecurity Analytics: Toward an Efficient ML-Based Network Intrusion Detection System (NIDS)
2024 · Tariq Mouatassim, Hassan El Ghazi, et al. · Lecture notes in computer science · 5
Deep Learning for Telecom Self-Optimized Networks: Benefits and Implications
2024 · Farah Alhaqui, Iyad Lahsen-Cherif, et al. · IEEE Access · 5
Pareto DQL-MultiMDP Sub-Controllers for Load Balancing in Large and Dynamic WiFi Networks
2025 · Mohamed Bellouch, Lynda Zitoune, et al. · International Conference on Communications · 4
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Load Balancing in Large WiFi Networks Using DQL-MultiMDP with Constrained Clustering
2024 · Mohamed Bellouch, Lynda Zitoune, et al. · Proceedings - International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems · 4
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Low Complexity Adaptive ML Approaches for End-to-End Latency Prediction
2023 · Pierre Larrenie, Jean-François Bercher, et al. · Lecture notes in computer science · 4
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Impact of Resource Blocks Allocation Strategies on Downlink Interference and SIR Distributions in LTE Networks: A Stochastic Geometry Approach
2018 · Anthony Busson, Iyad Lahsen-Cherif · Wireless Communications and Mobile Computing · 4
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Joint optimization of energy consumption and throughput of directional WMNs
2017 · Iyad Lahsen Cherif, Lynda Zitoune, et al. · International Conference on Communications · 4
The r-l square point process: The effect of coordinated multipoint joint transmission
2015 · Iyad Lahsen Cherif, Lynda Zitoune, et al. · International Wireless Communications and Mobile Computing Conference (IWCMC) · 4
ForensicsData: A Digital Forensics Dataset for Large Language Models
2025 · Youssef Chakir, Iyad Lahsen-Cherif · IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) · 3
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ML-based detection of GPS jamming attacks on unmanned aerial vehicles
2025 · Tariq Mouatassim, Iyad Lahsen-Cherif, et al. · CRC Press eBooks · 3
Deformable Attention Mechanisms applied to Object Detection, case of Remote Sensing images.
2025 · Boutayeb Anasse, Iyad Lahsen-Cherif, et al. · Procedia Computer Science · 3
Throughput and energy consumption evaluation in directional antennas mesh networks
2016 · Iyad Lahsen Cherif, Lynda Zitoune, et al. · IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) · 3
Performance evaluation of Joint Transmission Coordinated-Multipoint in dense Very High Throughput WLANs scenario
2015 · Iyad Lahsen Cherif, Lynda Zitoune, et al. · Conference on Local Computer Networks · 3
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Works count: 49
Citation count: 359
H-index: 7
I10-index: 5
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