A Novel Feature Extraction System for Cursive Word Vocabulary Recognition using Local Features Descriptors and Gabor Filter. - Soufiane Hamida; Bouchaib Cherradi; Oumaima Terrada; Abdelhadi Raihani; Hassan Ouajji; Sara Laghmati (CommNet, 2020)

Classification of Patients with Breast Cancer using Neighbourhood Component Analysis and Supervised Machine Learning Techniques. - Sara Laghmati; Bouchaib Cherradi; Amal Tmiri; Othmane Daanouni; Soufiane Hamida (CommNet, 2020)

Prediction of Patients with Heart Disease using Artificial Neural Network and Adaptive Boosting techniques. - Oumaima Terrada; Bouchaib Cherradi; Soufiane Hamida; Abdelhadi Raihani; Hicham Moujahid; Omar Bouattane (CommNet, 2020)

Performance Evaluation of Transfer Learning Technique for Automatic Detection of Patients with COVID-19 on X-Ray Images. - Oussama El Gannour; Soufiane Hamida; Bouchaib Cherradi; Abdelhadi Raihani; Hicham Moujahid (ICECOCS, 2020)

Optimization of Machine Learning Algorithms Hyper-Parameters for Improving the Prediction of Patients Infected with COVID-19. - Soufiane Hamida; Oussama El Gannour; Bouchaib Cherradi; Hassan Ouajji; Abdelhadi Raihani (ICECOCS, 2020)

U-Net-based Artificial Intelligence for Accurate and Robust Brain Tumor Diagnosis using Magnetic Resonance Imaging. - Driss Lamrani; Soufiane Hamida; Mohammed Amine Bouqentar; Mohamed Amine Mahjoubi; Bouchaib Cherradi; Lhoussain Bahatti (NISS, 2023)

Classifying Brain Tumors using Convolutional Neural Networks on MRI Scans. - Mohamed Amine Mahjoubi; Soufiane Hamida; Bouchaib Cherradi; Oussama El Gannour; Ahmed El Abbassi; Abdelhadi Raihani (NISS, 2023)

Integrating GIS Data with Machine Learning Approaches for Improved Flood Hazard Prediction. - Wassima Moutaouakil; Soufiane Hamida; Bouchaib Cherradi; Mohammed Jebbari; Shawki Saleh; Abdelhadi Raihani (NISS, 2023)

Handwritten computer science words vocabulary recognition using concatenated convolutional neural networks. - Soufiane Hamida; Oussama El Gannour; Bouchaib Cherradi; Hassan Ouajji; Abdelhadi Raihani (Multim. Tools Appl., 2023)

Cursive Arabic handwritten word recognition system using majority voting and k-NN for feature descriptor selection. - Soufiane Hamida; Bouchaib Cherradi; Oussama El Gannour; Abdelhadi Raihani; Hassan Ouajji (Multim. Tools Appl., 2023)

Toward Secure and Reliable IoT Systems: A Comprehensive Review of Formal Methods Applications. - Ikram Haddou-Oumouloud; Abderahman Kriouile; Soufiane Hamida; Ahmed Ettalbi (IEEE Access, 2024)

An Integrated Multimodal Deep Learning Framework for Accurate Skin Disease Classification. - Soufiane Hamida; Driss Lamrani; Mohammed Amine Bouqentar; Oussama El Gannour; Bouchaib Cherradi (Int. J. Online Biomed. Eng., 2024)

An improved breast cancer disease prediction system using ML and PCA. - Sara Laghmati; Soufiane Hamida; Khadija Hicham; Bouchaib Cherradi; Amal Tmiri (Multim. Tools Appl., 2024)

Predicting patients with Parkinson's disease using Machine Learning and ensemble voting technique. - Shawki Saleh; Bouchaib Cherradi; Oussama El Gannour; Soufiane Hamida; Omar Bouattane (Multim. Tools Appl., 2024)

Identifying learning styles in MOOCs environment through machine learning predictive modeling. - Mohammed Jebbari; Bouchaib Cherradi; Soufiane Hamida; Abdelhadi Raihani (Educ. Inf. Technol., 2024)

Real-Time Adaptive Target Tracking via Inverse Kinematics Optimization in Stabilized Systems. - Abderahman Kriouile; Soufiane Hamida; Oussama El Gannour; Abdoul Latif Abdou Moussa (IEEE Access, 2025)

Enhancing early detection of COVID-19 with machine learning and blood test results. - Oussama El Gannour; Soufiane Hamida; Bouchaib Cherradi; Abdelhadi Raihani (Multim. Tools Appl., 2025)