Yakoub Bazi

An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images

Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani · IEEE Transactions on Geoscience and Remote Sensing · 2005 · 705 citations

Generalized Gaussian Model, Engineering, Shift Detection +20

Deep learning approach for active classification of electrocardiogram signals

Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Haikel Alhichri et al. · Information Sciences · 2016 · 624 citations · Full text

Engineering, Machine Learning, Data Science +6

Vision Transformers for Remote Sensing Image Classification

Yakoub Bazi, Laila Bashmal, Mohamad Mahmoud Al Rahhal et al. · Remote Sensing · 2021 · 553 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization

Farid Melgani, Yakoub Bazi · IEEE Transactions on Information Technology in Biomedicine · 2008 · 518 citations

Engineering, Machine Learning, Electrocardiogram Signals +20

Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images

Yakoub Bazi, Farid Melgani · IEEE Transactions on Geoscience and Remote Sensing · 2006 · 426 citations

Svm Classifier Accuracy, Machine Learning, Engineering +18