Department
Departement of ELECTRONICS
Research Interests
Contact Info
University of M'Sila, Algeria
On the Web:
Recent Publications
The 2nd International Workshop on Machine Learning and Deep Learning (WMLDL25)
Citation
M. YOUCEF Brik, (2025-11-25), "The 2nd International Workshop on Machine Learning and Deep Learning (WMLDL25)", [international] WakeUp AI – Fatigue Detection System , Msila, Algeria
A Hybrid ResNet50-PCA-SVM Model for Accurate Palmprint Recognition
Citation
M. YOUCEF Brik, (2025-11-25), "A Hybrid ResNet50-PCA-SVM Model for Accurate Palmprint Recognition", [international] The 2nd International Workshop on Machine Learning and Deep Learning (WMLDL25) , University of Mohamed Boudiaf of M'sila
ELMORIDE Training and Business
Citation
M. YOUCEF Brik, (2025-10-23), "ELMORIDE Training and Business", [national] University Mohamed Boudiaf of M'sila
FALCON: A multi-layered fusion ensemble for high-certainty brain tumor diagnosis from MRI
Citation
M. YOUCEF Brik, (2025-09-19), "FALCON: A multi-layered fusion ensemble for high-certainty brain tumor diagnosis from MRI", [national] Journal of Radiation Research and Applied Sciences , ELSEVIER
Palmprint recognition systems using transfer learning techniques: A comparative study
Citation
M. YOUCEF Brik, (2025-06-11), "Palmprint recognition systems using transfer learning techniques: A comparative study", [national] Third national Conference on Materials Sciences And Engineering, (MSE’25) , University of Hassiba Benbouali of Chlef (online presentation)
A Multi-stage Optimization Architecture for Effective Breast Cancer Diagnosis Based on Deep Neural Networks
Citation
M. YOUCEF Brik, (2025-05-12), "A Multi-stage Optimization Architecture for Effective Breast Cancer Diagnosis Based on Deep Neural Networks", [national] Arabian Journal for Science and Engineering , SPRINGER
Lung and Colon Cancer Histopathological Image Classification Using Deep Learning Approaches
Citation
M. YOUCEF Brik, (2025-04-25), "Lung and Colon Cancer Histopathological Image Classification Using Deep Learning Approaches", [international] The 5th International Conference on Artificial Intelligence, Smart Technologies and Engineering Applications (INVENT25) , Italy
Identification of Plasma Proteins Associated with Alzheimer's Disease Using Feature Selection Techniques and Machine Learning Algorithms
Citation
M. YOUCEF Brik, (2025-02-05), "Identification of Plasma Proteins Associated with Alzheimer's Disease Using Feature Selection Techniques and Machine Learning Algorithms", [national] Science, Engineering and Technology , SET JOURNAL
Lung and Colon Cancer Histopathological Image Classification Using Deep Learning Approaches
Citation
M. YOUCEF Brik, (2024-12-09), "Lung and Colon Cancer Histopathological Image Classification Using Deep Learning Approaches", [national] National Conference of Advanced Systems in Electrical Engineering (NCASEE'24) , Boumerdes
Automated Brain Tumor Classification using a Fine-Tuned EfficientNet Model
Citation
M. YOUCEF Brik, (2024-12-03), "Automated Brain Tumor Classification using a Fine-Tuned EfficientNet Model", [national] The first National Conference on Artificial Intelligence and its Applicat1ons , Constantine 1
MRI-based brain tumor ensemble classification using two stage score level fusion and CNN models
Citation
M. YOUCEF Brik, (2024-12-01), "MRI-based brain tumor ensemble classification using two stage score level fusion and CNN models", [national] Egyptian Informatics Journal , ELSEVIER
A Robust Convolutional Neural Network for Iris Recognition system
Citation
M. YOUCEF Brik, (2024-11-18), "A Robust Convolutional Neural Network for Iris Recognition system", [national] National Conference of Applied Sciences and Engineering NCASE ’24 , AGIERS
An innovative CNN-SVM hybrid model for enhanced diabetic retinopathy detection
Citation
M. YOUCEF Brik, (2024-11-17), "An innovative CNN-SVM hybrid model for enhanced diabetic retinopathy detection", [national] Inductics conference , M'SILA
Gabor, LBP, and BSIF features: Which is more appropriate for finger-knuckles-print recognition?
Citation
M. YOUCEF Brik, (2024-09-01), "Gabor, LBP, and BSIF features: Which is more appropriate for finger-knuckles-print recognition?", [national] Przegląd Elektrotechniczny , Wydawnictwo SIGMA
A sequential combination of convolution neural network and machine learning for finger vein recognition system
Citation
M. YOUCEF Brik, (2024-08-14), "A sequential combination of convolution neural network and machine learning for finger vein recognition system", [national] Signal, Image and Video Processing , SPRINGER
Two-stage deep learning classification for diabetic retinopathy using gradient weighted class activation mapping
Citation
M. YOUCEF Brik, (2024-06-27), "Two-stage deep learning classification for diabetic retinopathy using gradient weighted class activation mapping", [national] Automatika: Journal for Control, Measurement, Electronics, Computing and Communications , Taylor & Francis
Detection of Diabetic Retinopathy Using a Pre-trained Inception-v3 Model
Citation
M. YOUCEF Brik, (2024-06-16), "Detection of Diabetic Retinopathy Using a Pre-trained Inception-v3 Model", [international] 3rd International Conference on Frontiers in Academic Research , KONYA
Enhancing Diabetic Retinopathy Detection Using a Hybrid Framework Integrating Machine Learning Classifiers and Advanced Feature Extraction Techniques
Citation
M. YOUCEF Brik, (2024-06-16), "Enhancing Diabetic Retinopathy Detection Using a Hybrid Framework Integrating Machine Learning Classifiers and Advanced Feature Extraction Techniques", [international] 3rd International Conference on Frontiers in Academic Research , KONYA
Deep neural networks for an accurate palmprint recognition system across multiple instances
Citation
M. YOUCEF Brik, (2024-06-15), "Deep neural networks for an accurate palmprint recognition system across multiple instances", [international] 3rd International Conference on Frontiers in Academic Research , KONYA
Combining CNN with hand-crafted features for Diabetic retinopathy classification
Citation
M. YOUCEF Brik, (2024-06-15), "Combining CNN with hand-crafted features for Diabetic retinopathy classification", [international] 3rd International Conference on Frontiers in Academic Research , KONYA
Boosting the Performance of Deep Ear Recognition Systems Using Generative Adversarial Networks and Mean Class Activation Maps
Citation
M. YOUCEF Brik, (2024-05-14), "Boosting the Performance of Deep Ear Recognition Systems Using Generative Adversarial Networks and Mean Class Activation Maps", [national] Applied Sciences , MDPI
Ensemble Learning vs. Convolutional Neural Networks for Multiclass Brain Tumor Classification of MRI Images
Citation
M. YOUCEF Brik, (2023-12-05), "Ensemble Learning vs. Convolutional Neural Networks for Multiclass Brain Tumor Classification of MRI Images", [international] International Conference on Science, Technology, Engineering and Management , Istanbul
Helping System for Brain Disease Diagnosis Using Deep Learning
Citation
M. YOUCEF Brik, (2023-12-03), "Helping System for Brain Disease Diagnosis Using Deep Learning", [international] International Conference on Science, Technology, Engineering and Management , Istanbul
Dispositif d'amélioration de la force du signal WiFI
Citation
M. YOUCEF Brik, (2023-11-19), "Dispositif d'amélioration de la force du signal WiFI", [national] University of M'sila
Un bracelet électronique de surveillance pour les patients atteints de la maladie d'Alzheimer
Citation
M. YOUCEF Brik, (2023-11-19), "Un bracelet électronique de surveillance pour les patients atteints de la maladie d'Alzheimer", [national] University of M'sila
Deep Learning for Biomedical and Biometrics Applications
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M. YOUCEF Brik, (2023-10-23), "Deep Learning for Biomedical and Biometrics Applications", [international] CAIRO Talk series , Kuala Lampur
EYEDRIVE
Citation
M. YOUCEF Brik, (2023-07-25), "EYEDRIVE", [national] University of M'sila
Dispositif de système de sécurité domestique
Citation
M. YOUCEF Brik, (2023-06-26), "Dispositif de système de sécurité domestique", [national] University of M'sila
Accès sécurisé : système d'authentification avancées bimodale
Citation
M. YOUCEF Brik, (2023-06-18), "Accès sécurisé : système d'authentification avancées bimodale", [national] University of M'sila
Artificial Intelligence powered medical image classification device
Citation
M. YOUCEF Brik, (2023-06-18), "Artificial Intelligence powered medical image classification device", [national] University of M'sila
Rétroviseur intérieur adapté aux véhicules pour la détection et la protection du conducteur somnolent et distrait.
Citation
M. YOUCEF Brik, (2023-03-01), "Rétroviseur intérieur adapté aux véhicules pour la détection et la protection du conducteur somnolent et distrait.", [national] University of M'sila
Social media-based COVID-19 sentiment classification model using Bi-LSTM
Citation
M. YOUCEF Brik, (2023-02-01), "Social media-based COVID-19 sentiment classification model using Bi-LSTM", [national] Expert Systems with Applications , Elsevier
A decision fusion method based on classification models for water quality monitoring
Citation
M. YOUCEF Brik, (2023-01-01), "A decision fusion method based on classification models for water quality monitoring", [national] Environmental Science and Pollution Research , Springer
Enhancement of diabetic retinopathy classification using attention guided convolution neural network
Citation
M. YOUCEF Brik, (2022-11-26), "Enhancement of diabetic retinopathy classification using attention guided convolution neural network", [international] ICATEEE2022 , M'sila, Algeria
Onduleur Monophasé Cascadé a Sept Niveaux
Citation
M. YOUCEF Brik, (2022-07-24), "Onduleur Monophasé Cascadé a Sept Niveaux", [national] Université de M'sila
Deep learning based framwork for automatic diabetic retinopathy detection
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M. YOUCEF Brik, (2022), "Deep learning based framwork for automatic diabetic retinopathy detection", [international] ICCTA 2022 , Alexendrie_Egypt
Finger vein based cnn for human recognition
Citation
M. YOUCEF Brik, (2022), "Finger vein based cnn for human recognition", [international] ICATEEE2022 , M'sila-Algeria
Transfer learning for diabetic retinopathy detection
Citation
M. YOUCEF Brik, (2022), "Transfer learning for diabetic retinopathy detection", [international] ICATEEE2022 , M'sila-Algeria
Brain tumor classification based deep transfer learning
Citation
M. YOUCEF Brik, (2022), "Brain tumor classification based deep transfer learning", [international] ICATEEE2022 , M'sila_Algeria
Transfer learning approche for alzhimer's dicease diagnosis using mri image
Citation
M. YOUCEF Brik, (2022), "Transfer learning approche for alzhimer's dicease diagnosis using mri image", [international] ICATEEE2022 , M'sila_Algeria
Ear Recognition using Ensemble of Deep Features and Machine Learning Classifiers
Citation
M. YOUCEF Brik, (2022), "Ear Recognition using Ensemble of Deep Features and Machine Learning Classifiers", [international] ICCTA 2022 , Alexandria, Egypt
Performance Analysis ofTwin-SupportVector Machine in Breast Cancer Prediction
Citation
M. YOUCEF Brik, (2022), "Performance Analysis ofTwin-SupportVector Machine in Breast Cancer Prediction", [international] ICATEEE2022 , Algeria
An efficient prediction system for diabetes disease based on deep neural network
Citation
M. YOUCEF Brik, (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. YOUCEF Brik, (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. YOUCEF Brik, (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
Neighborhood Component Analysis and Support Vector Machines for Heart Disease Prediction
Citation
M. YOUCEF Brik, (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. YOUCEF Brik, (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
Finger-knuckle-print, Plamprint and Fingerprint for Multimodal Recognition System Based on mRMR features selection
Citation
M. YOUCEF Brik, (2019), "Finger-knuckle-print, Plamprint and Fingerprint for Multimodal Recognition System Based on mRMR features selection", [international] IC2MAS19 , Istanbul-Turkey
Heart disease prediction using neighborhood component analysis and support vector machines
Citation
M. YOUCEF Brik, (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
Mental model for handwritten keyword spotting
Citation
M. YOUCEF Brik, (2018), "Mental model for handwritten keyword spotting", [national] Journal of Electronic Imaging , SPIE Digital Library (USA)
Réalisation d’un onduleur monophasé cascadé à sept niveaux piloté par le PIC16F876
Citation
M. YOUCEF Brik, (2012), "Réalisation d’un onduleur monophasé cascadé à sept niveaux piloté par le PIC16F876", [international] Deuxième Conférence Internationale sur la Maintenance, la Gestion, la Logistique et l’Electrotechnique , Oran, Algeria