Department
Departement of ELECTRONICS
Research Interests
Contact Info
University of M'Sila, Algeria
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Recent Publications
FALCON: A multi-layered fusion ensemble for high-certainty brain tumor diagnosis from MRI
Citation
M. MOHAMED Djerioui, (2025-12-01), "FALCON: A multi-layered fusion ensemble for high-certainty brain tumor diagnosis from MRI", [national] Journal of Radiation Research and Applied Sciences , Elsevier
Identification of Plasma Proteins Associated with Alzheimer's Disease Using Feature Selection Techniques and Machine Learning Algorithms
Citation
M. MOHAMED Djerioui, (2025-02-06), "Identification of Plasma Proteins Associated with Alzheimer's Disease Using Feature Selection Techniques and Machine Learning Algorithms", [national] SCIENCE, ENGINEERING AND TECHNOLOGY , SCIENCE, ENGINEERING AND TECHNOLOGY
A Comparison of Machine Learning Algorithms for Predicting Alzheimer’s Disease Using Neuropsychological Data
Citation
M. MOHAMED Djerioui, (2024-12-23), "A Comparison of Machine Learning Algorithms for Predicting Alzheimer’s Disease Using Neuropsychological Data", [national] SCIENCE, ENGINEERING AND TECHNOLOGY , SCIENCE, ENGINEERING AND TECHNOLOGY
An innovative CNN-SVM hybrid model for enhanced diabetic retinopathy detection
Citation
M. MOHAMED Djerioui, (2024-11-17), "An innovative CNN-SVM hybrid model for enhanced diabetic retinopathy detection", [national] 8th Conference on Inductics , M'sila, Algeria
Customized CNN for Multi-Class Classification of Brain Tumor Based on MRI Images
Citation
M. MOHAMED Djerioui, (2024-07-12), "Customized CNN for Multi-Class Classification of Brain Tumor Based on MRI Images", [national] Arabian Journal for Science and Engineering , Springer Nature Link
Machine Learning and Deep Learning Techniques for Alzheimer's Disease Prediction Using CSF and Plasma Biomarkers
Citation
M. MOHAMED Djerioui, (2023-10-21), "Machine Learning and Deep Learning Techniques for Alzheimer's Disease Prediction Using CSF and Plasma Biomarkers", [international] 2023 International Conference on Networking and Advanced Systems (ICNAS) , Algiers, Algeria
A multi-level fine-tuned deep learning based approach for binary classification of diabetic retinopathy
Citation
M. MOHAMED Djerioui, (2023-06-15), "A multi-level fine-tuned deep learning based approach for binary classification of diabetic retinopathy", [national] Chemometrics and Intelligent Laboratory Systems , Elsevier
A decision fusion method based on classification models for water quality monitoring
Citation
M. MOHAMED Djerioui, (2023-02-01), "A decision fusion method based on classification models for water quality monitoring", [national] Environmental Science and Pollution Research , Springer Berlin Heidelberg
Soft Sensing Modeling Based on Support Vector Regression and Self-Organizing Maps Model Selection for Water Quality Monitoring
Citation
M. MOHAMED Djerioui, (2022-11-26), "Soft Sensing Modeling Based on Support Vector Regression and Self-Organizing Maps Model Selection for Water Quality Monitoring", [international] 2022 International Conference of Advanced Technology in Electronic and Electrical Engineering (ICATEEE) , M'sila, Algeria
Performance Analysis of Twin-Support Vector Machine in Breast Cancer Prediction
Citation
M. MOHAMED Djerioui, (2022-11-26), "Performance Analysis of Twin-Support Vector Machine in Breast Cancer Prediction", [international] 2022 International Conference of Advanced Technology in Electronic and Electrical Engineering (ICATEEE) , M'sila, Algeria
Transfer learning approche for alzhimer's dicease diagnosis using mri image
Citation
M. MOHAMED Djerioui, (2022), "Transfer learning approche for alzhimer's dicease diagnosis using mri image", [international] ICATEEE2022 , M'sila_Algeria
An Efficient Classification system for Brain tumor Based on Convolution Neural Network
Citation
M. MOHAMED Djerioui, (2022), "An Efficient Classification system for Brain tumor Based on Convolution Neural Network", [international] ICATEEE 2022 , M'sila, Algeria
An efficient prediction system for diabetes disease based on deep neural network
Citation
M. MOHAMED Djerioui, (2021-12-17), "An efficient prediction system for diabetes disease based on deep neural network", [national] Complexity , Hindawi
Efficient heart disease diagnosis based on twin support vector machine
Citation
M. MOHAMED Djerioui, (2021), "Efficient heart disease diagnosis based on twin support vector machine", [national] DIAGNOSTYKA , PTDT
Transfer learning for automatic brain tumor classification using MRI images
Citation
M. MOHAMED Djerioui, (2021), "Transfer learning for automatic brain tumor classification using MRI images", [international] 2020 2nd International Workshop on Human-Centric Smart Environments for Health and Well-being (IHSH) , Boumerdes, Algeria
Heart Disease prediction using MLP and LSTM models
Citation
M. MOHAMED Djerioui, (2020), "Heart Disease prediction using MLP and LSTM models", [international] 2020 International Conference on Electrical Engineering (ICEE) , Istanbul, Turkey
Chlorine Soft Sensor Based on Extreme Learning Machine for Water Quality Monitoring
Citation
M. MOHAMED Djerioui, (2019), "Chlorine Soft Sensor Based on Extreme Learning Machine for Water Quality Monitoring", [international] Arabian Journal for Science and Engineering , Springer Berlin Heidelberg , Springer
Neighborhood Component Analysis and Support Vector Machines for Heart Disease Prediction
Citation
M. MOHAMED Djerioui, (2019), "Neighborhood Component Analysis and Support Vector Machines for Heart Disease Prediction", [international] Ingénierie des Systèmes d’Information (ISI) , International Information and Engineering Technology Association (IIETA)
Fusing Palmprint, Finger-knuckle-print for Bi-modal Recognition System Based on LBP and BSIF
Citation
M. MOHAMED Djerioui, (2019), "Fusing Palmprint, Finger-knuckle-print for Bi-modal Recognition System Based on LBP and BSIF", [international] International Conference on Image and Signal Processing and their Applications , Mostaganem, Algeria, Algeria
Heart disease prediction using neighborhood component analysis and support vector machines
Citation
M. MOHAMED Djerioui, (2019), "Heart disease prediction using neighborhood component analysis and support vector machines", [international] The VIIIth International Workshop on Representation, analysis and recognition of shape and motion FroM Imaging data (RFMI 2019) , Hal , Tunisia
A New BBO-Type-2 Fuzzy scheme for time series Modelling
Citation
M. MOHAMED Djerioui, (2019), "A New BBO-Type-2 Fuzzy scheme for time series Modelling", [international] International Conference on Computational Methods in Applied Sciences (IC2MAS19) , Istanbul-Turkey
Feature Selection Approach based on Minimum Redundancy- Maximum Relevance for Large and High-dimensional Data Classification
Citation
M. MOHAMED Djerioui, (2019), "Feature Selection Approach based on Minimum Redundancy- Maximum Relevance for Large and High-dimensional Data Classification", [international] International Conference on Computational Methods in Applied Sciences (IC2MAS19) , Istanbul-Turkey
Contribution au Développement de Systèmes Multicapteurs Intelligents Dédiés à la Surveillance et au Contrôle de la Qualité des Eaux Propres.
Citation
M. MOHAMED Djerioui, (2019), "Contribution au Développement de Systèmes Multicapteurs Intelligents Dédiés à la Surveillance et au Contrôle de la Qualité des Eaux Propres.", [national] University of M'sila