Bouchaib Cherradi

41 papers B 1C 3Misc 1Journal 21Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhanced multiclass brain tumor segmentation using MRI images and explainable AI techniques. Multim. Tools Appl. Driss Lamrani, Mohamed Amine Mahjoubi, Shawki Saleh, Wassima Moutaouakil, Soufiane Hamida, Bouchaib Cherradi, Lhoussain Bahatti
2025	J	`jnl`	3D-CTCAD: a novel robust system on colorectal cancer prevention based on optimal split approach. Multim. Tools Appl. Khadija Hicham, Sara Laghmati, Soufiane Hamida, Amal Tmiri, Bouchaib Cherradi
2025	J	`jnl`	A novel hybrid CNN-KNN ensemble voting classifier for Parkinson's disease prediction from hand sketching images. Multim. Tools Appl. Shawki Saleh, Asmae Ouhmida, Bouchaib Cherradi, Mohammed Al-Sarem, Soufiane Hamida, Abdulaziz Alblwi, Mohammad Mahyoob, Omar Bouattane
2025	J	`jnl`	Automated end-to-end Architecture for Retinal Layers and Fluids Segmentation on OCT B-scans. Multim. Tools Appl. Othmane Daanouni, Bouchaib Cherradi, Amal Tmiri
2025	C	`conf`	Early UAV Motor-Fault Prediction Using Classical Machine Learning on RflyMAD. WINCOM Abdelilah Zadid, Soufiane Hamida, Amal Tmiri, Oumaima Majdoubi, Bouchaib Cherradi
2025	J	`jnl`	Enhancing early detection of COVID-19 with machine learning and blood test results. Multim. Tools Appl. Oussama El Gannour, Soufiane Hamida, Bouchaib Cherradi, Abdelhadi Raihani
2025	J	`jnl`	HEFS-MLDR: A novel hybrid ensemble feature selection framework for improved deep neural network architecture in the diagnosis of Parkinson's disease. Multim. Tools Appl. Asmae Ouhmida, Shawki Saleh, Abderazzak Ammar, Abdelhadi Raihani, Bouchaib Cherradi
2025	C	`conf`	Toward Dynamic Risk Assessment: Machine Learning and LLMs in Software Vulnerability Prioritization. WINCOM Mohammed Moustaid, Soufiane Hamida, Abdelaziz Daaif, Bouchaib Cherradi
2024	J	`jnl`	An Integrated Multimodal Deep Learning Framework for Accurate Skin Disease Classification. Int. J. Online Biomed. Eng. Soufiane Hamida, Driss Lamrani, Mohammed Amine Bouqentar, Oussama El Gannour, Bouchaib Cherradi
2024	J	`jnl`	An improved breast cancer disease prediction system using ML and PCA. Multim. Tools Appl. Sara Laghmati, Soufiane Hamida, Khadija Hicham, Bouchaib Cherradi, Amal Tmiri
2024	J	`jnl`	Identifying learning styles in MOOCs environment through machine learning predictive modeling. Educ. Inf. Technol. Mohammed Jebbari, Bouchaib Cherradi, Soufiane Hamida, Abdelhadi Raihani
2024	J	`jnl`	Predicting patients with Parkinson's disease using Machine Learning and ensemble voting technique. Multim. Tools Appl. Shawki Saleh, Bouchaib Cherradi, Oussama El Gannour, Soufiane Hamida, Omar Bouattane
2023	J	`jnl`	A Novel Explainable CNN Model for Screening COVID-19 on X-ray Images. Comput. Syst. Sci. Eng. Hicham Moujahid, Bouchaib Cherradi, Oussama El Gannour, Wamda Abdelrahman Elhag Nagmeldin, Abdelzahir Abdelmaboud, Mohammed Al-Sarem, Lhoussain Bahatti, Faisal Saeed, Mohammed Hadwan
2023	—	`conf`	Classifying Brain Tumors using Convolutional Neural Networks on MRI Scans. NISS Mohamed Amine Mahjoubi, Soufiane Hamida, Bouchaib Cherradi, Oussama El Gannour, Ahmed El Abbassi, Abdelhadi Raihani
2023	J	`jnl`	Cursive Arabic handwritten word recognition system using majority voting and k-NN for feature descriptor selection. Multim. Tools Appl. Soufiane Hamida, Bouchaib Cherradi, Oussama El Gannour, Abdelhadi Raihani, Hassan Ouajji
2023	J	`jnl`	Handwritten computer science words vocabulary recognition using concatenated convolutional neural networks. Multim. Tools Appl. Soufiane Hamida, Oussama El Gannour, Bouchaib Cherradi, Hassan Ouajji, Abdelhadi Raihani
2023	—	`conf`	Integrating GIS Data with Machine Learning Approaches for Improved Flood Hazard Prediction. NISS Wassima Moutaouakil, Soufiane Hamida, Bouchaib Cherradi, Mohammed Jebbari, Shawki Saleh, Abdelhadi Raihani
2023	J	`jnl`	Optimizing Machine Learning Algorithms for Heart Disease Classification and Prediction. Int. J. Online Biomed. Eng. Abdeljalil El-Ibrahimi, Oumaima Terrada, Oussama El Gannour, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane
2023	—	`conf`	U-Net-based Artificial Intelligence for Accurate and Robust Brain Tumor Diagnosis using Magnetic Resonance Imaging. NISS Driss Lamrani, Soufiane Hamida, Mohammed Amine Bouqentar, Mohamed Amine Mahjoubi, Bouchaib Cherradi, Lhoussain Bahatti
2022	J	`jnl`	Applying Deep Learning and Computer Vision Techniques for an e-Sport and Smart Coaching System Using a Multiview Dataset: Case of Shotokan Karate. Int. J. Online Biomed. Eng. Fatima-Ezzahra Ait-Bennacer, Abdessadek Aaroud, Khalid Akodadi, Bouchaib Cherradi
2022	J	`jnl`	Combining CNN and Grad-Cam for COVID-19 Disease Prediction and Visual Explanation. Intell. Autom. Soft Comput. Hicham Moujahid, Bouchaib Cherradi, Mohammed Al-Sarem, Lhoussain Bahatti, Abou Bakr Assedik Mohammed Yahya Eljialy, Abdullah Alsaeedi, Faisal Saeed
2022	J	`jnl`	NSL-MHA-CNN: A Novel CNN Architecture for Robust Diabetic Retinopathy Prediction Against Adversarial Attacks. IEEE Access Othmane Daanouni, Bouchaib Cherradi, Amal Tmiri
2022	J	`jnl`	The performances of iterative type-2 fuzzy C-mean on GPU for image segmentation. J. Supercomput. Noureddine Ait Ali, Ahmed El Abbassi, Bouchaib Cherradi
2021	J	`jnl`	A Novel Approach for Parkinson's Disease Detection Based on Voice Classification and Features Selection Techniques. Int. J. Online Biomed. Eng. Asmae Ouhmida, Abdelhadi Raihani, Bouchaib Cherradi, Oumaima Terrada
2020	—	`conf`	A Novel Feature Extraction System for Cursive Word Vocabulary Recognition using Local Features Descriptors and Gabor Filter. CommNet Soufiane Hamida, Bouchaib Cherradi, Oumaima Terrada, Abdelhadi Raihani, Hassan Ouajji, Sara Laghmati
2020	—	`conf`	Classification of Patients with Breast Cancer using Neighbourhood Component Analysis and Supervised Machine Learning Techniques. CommNet Sara Laghmati, Bouchaib Cherradi, Amal Tmiri, Othmane Daanouni, Soufiane Hamida
2020	—	`conf`	Convolutional Neural Networks for Multimodal Brain MRI Images Segmentation: A Comparative Study. SADASC Hicham Moujahid, Bouchaib Cherradi, Lhoussain Bahatti
2020	—	`conf`	Diabetes Diseases Prediction Using Supervised Machine Learning and Neighbourhood Components Analysis. NISS Othmane Daanouni, Bouchaib Cherradi, Amal Tmiri
2020	—	`conf`	Diagnosis of COVID-19 Disease Using Convolutional Neural Network Models Based Transfer Learning. IRICT Hicham Moujahid, Bouchaib Cherradi, Mohammed Al-Sarem, Lhoussain Bahatti
2020	—	`conf`	Optimization of Machine Learning Algorithms Hyper-Parameters for Improving the Prediction of Patients Infected with COVID-19. ICECOCS Soufiane Hamida, Oussama El Gannour, Bouchaib Cherradi, Hassan Ouajji, Abdelhadi Raihani
2020	—	`conf`	Performance Evaluation of Transfer Learning Technique for Automatic Detection of Patients with COVID-19 on X-Ray Images. ICECOCS Oussama El Gannour, Soufiane Hamida, Bouchaib Cherradi, Abdelhadi Raihani, Hicham Moujahid
2020	—	`conf`	Prediction of Patients with Heart Disease using Artificial Neural Network and Adaptive Boosting techniques. CommNet Oumaima Terrada, Bouchaib Cherradi, Soufiane Hamida, Abdelhadi Raihani, Hicham Moujahid, Omar Bouattane
2019	C	`conf`	Machine Learning based System for Prediction of Breast Cancer Severity. WINCOM Sara Laghmati, Amal Tmiri, Bouchaib Cherradi
2019	—	`conf`	Parallel Implementation and Performance Evaluation of some Supervised Clustering Algorithms for MRI Images Segmentation. BDIoT Noureddine Ait Ali, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane, Mohamed Youssfi
2019	B	`conf`	Predicting diabetes diseases using mixed data and supervised machine learning algorithms. SCA Othmane Daanouni, Bouchaib Cherradi, Amal Tmiri
2018	—	`conf`	A fuzzy medical diagnostic support system for cardiovascular diseases diagnosis using risk factors. ICECOCS Oumaima Terrada, Bouchaib Cherradi, Abdelhadi Raihani, Omar Bouattane
2018	J	`jnl`	GPU fuzzy c-means algorithm implementations: performance analysis on medical image segmentation. Multim. Tools Appl. Noureddine Ait Ali, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane, Mohamed Youssfi
2017	Misc	`conf`	New parallel hybrid implementation of bias correction fuzzy C-means algorithm. ATSIP Noureddine Ait Ali, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane, Mohamed Youssfi
2016	—	`conf`	GPU based implementation of spatial fuzzy c-means algorithm for image segmentation. CIST N. Aitali, Bouchaib Cherradi, Ahmed El Abbassi, Omar Bouattane, Mohamed Youssfi
2015	—	`conf`	New fine-grained clustering algorithm on GPU architecture for bias field correction and MRI image segmentation. ICM N. Aitali, Bouchaib Cherradi, Omar Bouattane, Mohamed Youssfi, Abdelhadi Raihani
2011	J	`jnl`	Parallel c-means algorithm for image segmentation on a reconfigurable mesh computer. Parallel Comput. Omar Bouattane, Bouchaib Cherradi, Mohamed Youssfi, Mohamed O. Bensalah