B. Cherradi

发表

Parallel Implementation of Bias Field Correction Fuzzy C-Means Algorithm for Image Segmentation

Bouchaib Cherradi, Omar Bouattane, Ahmed El Abbassi, 2016 .

Fuzzy cardiovascular diagnosis system using clinical data

Oumaima Terrada, Bouchaib Cherradi, Abdelhadi Raihani, 2018, 2018 4th International Conference on Optimization and Applications (ICOA).

Automatic Detection of Diabetic Retinopathy Using Custom CNN and Grad-CAM

A. Tmiri, B. Cherradi, Othmane Daanouni, 2020 .

Optimization of Machine Learning Algorithms Hyper-Parameters for Improving the Prediction of Patients Infected with COVID-19

O. E. Gannour, A. Raihani, B. Cherradi, 2020, 2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS).

Supervised Machine Learning Based Medical Diagnosis Support System for Prediction of Patients with Heart Disease

A. Raihani, B. Cherradi, O. Bouattane, 2020, Advances in Science, Technology and Engineering Systems Journal.

Concatenation of Pre-Trained Convolutional Neural Networks for Enhanced COVID-19 Screening Using Transfer Learning Technique

Mohammed Al-Sarem, A. Raihani, B. Cherradi, 2021, Electronics.

NSL-MHA-CNN: A Novel CNN Architecture for Robust Diabetic Retinopathy Prediction Against Adversarial Attacks

A. Tmiri, B. Cherradi, Othmane Daanouni, 2022, IEEE Access.

A Fake News Detection System based on Combination of Word Embedded Techniques and Hybrid Deep Learning Model

O. E. Gannour, A. Raihani, B. Cherradi, 2022, International Journal of Advanced Computer Science and Applications.

Handwritten computer science words vocabulary recognition using concatenated convolutional neural networks

A. Raihani, B. Cherradi, H. Ouajji, 2022, Multimedia Tools and Applications.

Diagnosis of COVID-19 Disease Using Convolutional Neural Network Models Based Transfer Learning

Mohammed Al-Sarem, B. Cherradi, L. Bahatti, 2020 .

Adopting a Digital Transformation in Moroccan Research Structure using a Knowledge Management System: Case of a Research Laboratory

B. Cherradi, A. Aaroud, Fatima-Ezzahra Ait-Bennacer, 2022, International Journal of Advanced Computer Science and Applications.

A novel medical diagnosis support system for predicting patients with atherosclerosis diseases

Oumaima Terrada, Bouchaib Cherradi, Abdelhadi Raihani, 2020 .

Atherosclerosis disease prediction using Supervised Machine Learning Techniques

Oumaima Terrada, Bouchaib Cherradi, Abdelhadi Raihani, 2020, 2020 1st International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

Classification and Prediction of atherosclerosis diseases using machine learning algorithms

Oumaima Terrada, Bouchaib Cherradi, Abdelhadi Raihani, 2019, 2019 5th International Conference on Optimization and Applications (ICOA).

Type 2 Diabetes Mellitus Prediction Model Based on Machine Learning Approach

Bouchaib Cherradi, Amal Tmiri, Othmane Daanouni, 2020, Innovations in Smart Cities Applications Edition 3.

Convolutional Neural Networks for Multimodal Brain MRI Images Segmentation: A Comparative Study

Bouchaib Cherradi, Hicham Moujahid, Lhoussain Bahatti, 2020, SADASC.

Performance Evaluation of Transfer Learning Technique for Automatic Detection of Patients with COVID-19 on X-Ray Images

O. E. Gannour, A. Raihani, B. Cherradi, 2020, 2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS).

Classification of Patients with Breast Cancer using Neighbourhood Component Analysis and Supervised Machine Learning Techniques

Bouchaib Cherradi, Sara Laghmati, Amal Tmiri, 2020, 2020 3rd International Conference on Advanced Communication Technologies and Networking (CommNet).

Diabetes Diseases Prediction Using Supervised Machine Learning and Neighbourhood Components Analysis

Bouchaib Cherradi, Amal Tmiri, Othmane Daanouni, 2020, NISS.

A fuzzy medical diagnostic support system for cardiovascular diseases diagnosis using risk factors

Oumaima Terrada, Bouchaib Cherradi, Abdelhadi Raihani, 2018, 2018 International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS).

Self-Attention Mechanism for Diabetic Retinopathy Detection

Bouchaib Cherradi, Amal Tmiri, Othmane Daanouni, 2021 .

Combining CNN and Grad-Cam for COVID-19 Disease Prediction and Visual Explanation

Mohammed Al-Sarem, A. Alsaeedi, B. Cherradi, 2022, Intelligent Automation & Soft Computing.

Brain Tumor Detection using MRI Images and Convolutional Neural Network

O. E. Gannour, B. Cherradi, Mohammed Amine Bouqentar, 2022, International Journal of Advanced Computer Science and Applications.

Primary Prediction of Heart Disease using Machine Learning Algorithms and SMOTE

A. Raihani, B. Cherradi, Mohammed Amine Bouqentar, 2023, 2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

Prediction of Patients with Heart Disease using Artificial Neural Network and Adaptive Boosting techniques

Oumaima Terrada, Bouchaib Cherradi, Abdelhadi Raihani, 2020, 2020 3rd International Conference on Advanced Communication Technologies and Networking (CommNet).

A Novel COVID-19 Diagnosis Support System Using the Stacking Approach and Transfer Learning Technique on Chest X-Ray Images

A. Raihani, B. Cherradi, H. Ouajji, 2021, Journal of healthcare engineering.

A Novel Approach for Parkinson’s Disease Detection Based on Voice Classification and Features Selection Techniques

A. Raihani, B. Cherradi, O. Terrada, 2021, International Journal of Online and Biomedical Engineering (iJOE).

New Database of French Computer Science Words Handwritten Vocabulary

A. Raihani, B. Cherradi, O. Terrada, 2021, 2021 International Congress of Advanced Technology and Engineering (ICOTEN).

The performances of iterative type-2 fuzzy C-mean on GPU for image segmentation

Bouchaib Cherradi, Ahmed El Abbassi, Noureddine Ait Ali, 2021, The Journal of Supercomputing.

A Novel Feature Extraction System for Cursive Word Vocabulary Recognition using Local Features Descriptors and Gabor Filter

Oumaima Terrada, Bouchaib Cherradi, Abdelhadi Raihani, 2020, 2020 3rd International Conference on Advanced Communication Technologies and Networking (CommNet).

Handwritten Arabic Words Recognition System Based on HOG and Gabor Filter Descriptors

Bouchaib Cherradi, Hassan Ouajji, Soufiane Hamida, 2020, 2020 1st International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

Predicting diabetes diseases using mixed data and supervised machine learning algorithms

Bouchaib Cherradi, Amal Tmiri, Othmane Daanouni, 2019, SCA.

GPU fuzzy c-means algorithm implementations: performance analysis on medical image segmentation

Noureddine Ait Ali, B. Cherradi, A. Abbassi, 2018, Multimedia Tools and Applications.

New parallel hybrid implementation of bias correction fuzzy C-means algorithm

Bouchaib Cherradi, Omar Bouattane, Ahmed El Abbassi, 2017, 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Parallel c-means algorithm for image segmentation on a reconfigurable mesh computer

Bouchaib Cherradi, Omar Bouattane, Mohamed Youssfi, 2011, Parallel Comput..

A Fast Massively Parallel Fuzzy C-Means Algorithm for Brain MRI Segmentation

Bouchaib Cherradi, Omar Bouattane, Mohamed Youssfi, 2015 .

Machine Learning based System for Prediction of Breast Cancer Severity

Bouchaib Cherradi, Sara Laghmati, Amal Tmiri, 2019, 2019 International Conference on Wireless Networks and Mobile Communications (WINCOM).

Data Balancing through Data Augmentation to Improve Transfer Learning Performance for Skin Disease Prediction

B. Cherradi, Yasser Lamalem, S. Hamida, 2023, 2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

A Comprehensive Review on Monitoring Sensors for Cardiovascular Disease Prevention and Management

A. Raihani, B. Cherradi, S. Hamida, 2023, 2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

Social Media's Toxic Comments Detection Using Artificial Intelligence Techniques

B. Cherradi, S. Hamida, H. Silkan, 2023, 2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

A comprehensive survey on blockchain-based healthcare industry: applications and challenges

B. Cherradi, K. Sabiri, A. Aaroud, 2023, Indonesian Journal of Electrical Engineering and Computer Science.

Prediction and Classification of Learning Styles using Machine Learning Approach

A. Raihani, B. Cherradi, S. Hamida, 2023, 2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

Computer-Aided Diagnosis System for Early Prediction of Atherosclerosis using Machine Learning and K-fold cross-validation

A. Raihani, B. Cherradi, O. Bouattane, 2021, 2021 International Congress of Advanced Technology and Engineering (ICOTEN).

Efficient feature descriptor selection for improved Arabic handwritten words recognition

A. Raihani, B. Cherradi, H. Ouajji, 2022, International Journal of Electrical and Computer Engineering (IJECE).

Exploration Study on Learning Styles Identification and Prediction Techniques

A. Raihani, B. Cherradi, S. Hamida, 2022, 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

Screening Medical Face Mask for Coronavirus Prevention using Deep Learning and AutoML

A. Raihani, B. Cherradi, S. Hamida, 2022, 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

Performance Evaluation of Machine Learning Algorithms in Handwritten Digits Recognition

Soufiane HAMIDA, Bouchaib CHERRADI, Abdelhadi RAIHANI, 2019, 2019 1st International Conference on Smart Systems and Data Science (ICSSD).

COVID-19 Detection on X-Ray Images using a Combining Mechanism of Pre-trained CNNs

O. E. Gannour, A. Raihani, B. Cherradi, 2022, International Journal of Advanced Computer Science and Applications.

Segmentation of Breast Cancer on Ultrasound Images using Attention U-Net Model

A. Tmiri, B. Cherradi, S. Hamida, 2023 .

Predicting patients with Parkinson's disease using Machine Learning and ensemble voting technique

B. Cherradi, S. Hamida, Oussama El Gannour, 2023, Multimedia tools and applications.

Healthcare monitoring system for automatic database management using mobile application in IoT environment

B. Cherradi, O. Bouattane, Oussama El Gannour, 2023, Bulletin of Electrical Engineering and Informatics.

Convolutional Neural Network Based Classification of Patients with Pneumonia using X-ray Lung Images

B. Cherradi, H. Moujahid, O. E. Gannour, 2020 .

An improved breast cancer disease prediction system using ML and PCA

A. Tmiri, B. Cherradi, S. Hamida, 2023, Multim. Tools Appl..

A CAD System Based On a Stacked Ensemble Model and ML Techniques for Breast Cancer Prognosis

A. Tmiri, B. Cherradi, S. Hamida, 2023, 2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

Bulletin of Electrical Engineering and Informatics

O. E. Gannour, B. Cherradi, Yasser Lamalem, 2022 .

Enhancing learner performance prediction on online platforms using machine learning algorithms

A. Raihani, B. Cherradi, S. Hamida, 2024, Indonesian Journal of Electrical Engineering and Computer Science.

Cursive Arabic handwritten word recognition system using majority voting and k-NN for feature descriptor selection

A. Raihani, B. Cherradi, H. Ouajji, 2023, Multimedia Tools and Applications.

Fuzzy Logic based Expert System for Early Predicting of Chronic Kidney Disease

B. Cherradi, S. Hamida, Sara Laghmati, 2024, 2024 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET).

AIoT-based Embedded Systems Optimization using Feature Selection for Parkinson's Disease Diagnosis Through Speech Disorder

B. Cherradi, Othmane Daanouni, S. Hamida, 2024, Intelligence-Based Medicine.