Real-time human activity recognition from smart phone using linear support vector machines
TELKOMNIKA (Telecommunication Computing Electronics and Control)Volume 21، (3)، Pages 5742023Article Open access 4
Research output
A Hybrid Deep-Machine Learning Approach to Diagnose Partial Shading and Short-Circuit Faults in Solar Photovoltaic Systems using Infrared Thermography Images
Derradji Bakria, Ahmed Chennana, Ahmed Chaouki Megherbi, Noureddine Bessous, Ali Teta, Mohammed El Amine Mihoubi, El Ouanas Belabbaci, Belkacem Korich, Ridha Djamel Mohammedi, Ahmed Hafaifa
Pages 1-62025Other Closed accessSeveral sources
An efficient bearing fault detection strategy based on a hybrid machine learning technique
Khalid Alqunun, Mohammed Bachir Bechiri, Naoui Mohamed, Abderrahmane Khechekhouche, Ismail Marouani, Tawfik Guesmi, Badr M. Alshammari, Amer AlGhadhban, Abderrahim Allal
Effective Diagnosis Approach for Broken Rotor Bar Fault Using Bayesian-Based Optimization of Machine Learning Hyperparameters
Mohammed Bachir Bechiri, Abderrahim Allal, Naoui Mohamed, Abderrahmane Khechekhouche, Haitham Alsaif, Attia Boudjemline, Badr M. Alshammari, Khalid Alqunun, Tawfik Guesmi
Effective Recognition of Handwritten Arabic Text
Zennaki, Mahmoud, Sadouni, Kaddour, Mamouni, El Mamoun
2022Paper Open access
Data-driven Diagnosis of Quadcopter Thrust Fault Using Supervised Learning with Airframe Vibration Signals
Zineb Adaika, Mohamed Boumehraz, Abdelkader Mahmoudi
Pages 1-52024Other Closed accessSeveral sources 3
Deep-Shallow Features Fusion for Induction Motor Fault Diagnosis through Infrared Thermography Images
Ahmed Chennana, Noureddine Bessous, Ahmed Chaouki Megherbi, Lotfi Saïdi, Salim Sbaa, Mounir Sayadi, Ali Teta
Pages 1-62025Other Closed accessSeveral sources 4
Optimizing Diabetes Prediction Using Hybrid Ensemble Learning Model
Djalila Boughareb, Said Bouteldja, Hazem Bensalah, Rima Boughareb, Hamid Séridi
Pages 262-2672025Other Closed access 1
Local Directional Strength Pattern for effective Offline Handwritten Signature Verification
Arab, Naouel, Nemmour, Hassiba, Chibani, Yousef
2022Paper Open access
Enhancing power transformer health assessment through dimensional reduction and ensemble approaches in Dissolved Gas Analysis
Abdelmoumene Hechifa, Saurabh Dutta, Abdelaziz Lakehal, Hazlee Azil Illias, Arnaud Nanfak, Chouaib Labiod
Empowering Healthcare: Edge Computing and ML for Early Heart Attack Detection And Prevention
Pages 1-82024Other Closed accessSeveral sources
Intelligent models for early Autism detection from MRI images
Kinship Verification System based on the Color Spaces Analysis
Nour El Houda Bouakal, Messaoud Hettiri, Abdelhakim Chergui, Abdelkrim Ouafi, Azeddine Benlamoudi, Salah Eddine Bekhouche
Pages 1-62022Other Closed accessSeveral sources 1
Improving Street View Image Classification Using Pre-trained CNN Model Extracted Features
Meriem Djouadi, Mohamed Khireddine Kholladi
Periodica Polytechnica Electrical Engineering and Computer ScienceVolume 66، (4)، Pages 370-3792022Article Open access 1
A Supervised Building Detection Based on Shadow using Segmentation and Texture in High-Resolution Images
Ayoub Benchabana, Mohamed Khireddine Kholladi, Ramla Bensaci, Belal Khaldi
Advances in Science Technology and Engineering Systems JournalVolume 7، (3)، Pages 167-1742022Article Open access
A Hybrid Method for Historical Degraded Document Image
Naouel Ouafek, Mohamed-KhireddineKholladi
Pages 66-702018Other Closed access
An automated cascade framework for glioma prognosis via segmentation, multi-feature fusion and classification techniques
Enhanced Early Detection of Diabetic Retinopathy Based on Transfer Learning using DenseNet121
Farida Retima, Saber Benharzallah, Laïd Kahloul, Okba Kazar
Pages 1-62025Other Closed accessSeveral sources 1
A pre-hoc SMOTE variants approach for mitigating dataset bias in medical ensemble learning models
Djalila Boughareb, Hazem Bensalah, Hamid Séridi
Global Journal of Computer Sciences Theory and ResearchVolume 14، (2)، Pages 49-552024Article Open access 1
Accurate Classification of Multiple Faults in Induction Motor using CNN-based Features and Dimensionality Reduction
Ahmed Chennana, Abdurrahman Ünsal, Noureddine Bessous, Ahmed Chaouki Megherbi, Ali Teta, Salim Sbaa, Derradji Bakria, El Ouanas Belabbaci
Pages 1-62025Other Closed accessSeveral sources 1