5 papers
Sim2Win: A Team-Agnostic, Event-Based Pre-Match Outcome Prediction and Tactical Profiling System for Football
Mouad Zemzoumi, Amine Abouaomar
Pre-match tactical decision-making in professional football relies heavily on subjective expert analysis and identity-based scouting systems that cannot generalize to unseen teams.…
AttriGen: Automated Multi-Attribute Annotation for Blood Cell Datasets
Walid Houmaidi, Youssef Sabiri, Fatima Zahra Iguenfer +1
We introduce AttriGen, a novel framework for automated, fine-grained multi-attribute annotation in computer vision, with a particular focus on cell microscopy where multi-attribute…
Accelerating Cerebral Diagnostics with BrainFusion: A Comprehensive MRI Tumor Framework
Walid Houmaidi, Youssef Sabiri, Salmane El Mansour Billah +1
The early and accurate classification of brain tumors is crucial for guiding effective treatment strategies and improving patient outcomes. This study presents BrainFusion, a signi…
EYE-DEX: Eye Disease Detection and EXplanation System
Youssef Sabiri, Walid Houmaidi, Amine Abouaomar
Retinal disease diagnosis is critical in preventing vision loss and reducing socioeconomic burdens. Globally, over 2.2 billion people are affected by some form of vision impairment…
Dynamics of Resource Allocation in O-RANs: An In-depth Exploration of On-Policy and Off-Policy Deep Reinforcement Learning for Real-Time Applications
Manal Mehdaoui, Amine Abouaomar
Deep Reinforcement Learning (DRL) is a powerful tool used for addressing complex challenges in mobile networks. This paper investigates the application of two DRL models, on-policy…