Vol. 10 - Issue 2 (February - 2026)


An Interpretable Clinical Expert System for Heart Disease Diagnosis via Decision Tree-Derived Rules
Authors: Fatima M. Salman, Samy S. Abu-Naser
Keywords:
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Automatic Cantaloupe Fruit Classification Using Deep Convolutional Neural Networks
Authors: Beesan M. Alaydi , Heba W. Zourob, Samy S. Abu-Naser
Keywords: Deep Learning, Cantaloupe Fruit, Convolutional Neural Network, Image Classification, Smart Agriculture
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Deep Learning-Based Corn Disease Classification Using VGG16 Transfer Learning
Authors: Alaa Kh. I. AlDammagh, Samy S. Abu-Naser
Keywords: Corn Disease, Deep Learning, Convolutional Neural Networks (CNNs), DenseNet201, ImageNet, VGG19, Image Classification
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Deep Convolutional Neural Networks for Automated Classification of Date Fruit Varieties
Authors: Husam Abd Rahim Eleyan , Samy S. Abu-Naser
Keywords: Date types, classification, VGG16
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Eye Gender Classification Using Transfer Learning (VGG16) on EyeDataset
Authors: Mohammed Sabri Al-madani, Mohammed Mahdi Jarour, Samy S. Abu-Naser
Keywords: ye Dataset, transfer learning, VGG16, CNN, binary classification, eye images, gender classification
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Car Brand Classification Using Deep Learning with ResNet50
Authors: Mohammed I. M. Al-Laham, Samy S. Abu-Naser
Keywords: Car Brand Classification, Deep Learning, Convolutional Neural Networks, ResNet50, Computer Vision, Image Classification
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Neural Style Transfer Using Convolutional Neural Networks: An Experimental Study
Authors: Alaa Yousef Abu Sultan, Samy S. Abu-Naser
Keywords: Neural style transfer, convolutional neural networks, deep learning, image stylization, computer vision.
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Fish Species Classification Using Deep Learning
Authors: Taha Mohamed Ali Al-Jaro , Mohammed Osama Abdelazez Esleem, Samy S. Abu-Nasser
Keywords: Fish Classification, Fish Species, Aquatic Ecosystems, Morphological Features, Fish Images
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Image-Based Eye Classification Using Deep Learning
Authors: Taif Jamal Abu Musabeh, Samy S. Abu-Naser
Keywords: Eye image classification, Deep learning, Convolutional neural networks (CNN), Transfer learning, Image processing, * Medical image analysis
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Onion Image Classification Based on Transfer Learning with MobileNetV2
Authors: Yousef A. AL_Afifi, Samy S. Abu-Naser
Keywords: Onion Classification Deep Learning, Transfer Learning, MobileNetV2, Convolutional Neural Networks, Image Recognition
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Automated Chicken Image Classification Using Deep Learning Techniques
Authors: Ahmad A. H. Musleh, Samy S. Abu-Naser
Keywords: Chicken image classification, Deep learning, Convolutional neural networks (CNN), Transfer learning, Data augmentation. Image processing
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