Shahnawaz Ayoub

Generating Image Captions Using Bahdanau Attention Mechanism and Transfer Learning

Shahnawaz Ayoub, Yonis Gulzar, Faheem Ahmad Reegu et al. · Symmetry · 2022 · 62 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Adversarial Approaches to Tackle Imbalanced Data in Machine Learning

Shahnawaz Ayoub, Yonis Gulzar, Jaloliddin Rustamov et al. · Sustainability · 2023 · 57 citations · Full text

Artificial Intelligence, Data Augmentation, Engineering +15

MRI-Based Effective Ensemble Frameworks for Predicting Human Brain Tumor

Farhana Khan, Shahnawaz Ayoub, Yonis Gulzar et al. · Journal of Imaging · 2023 · 46 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

Enhanced Transfer Learning Strategies for Effective Kidney Tumor Classification with CT Imaging

Muneer Majid, Yonis Gulzar, Shahnawaz Ayoub et al. · International Journal of Advanced Computer Science and Applications · 2023 · 38 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +20

Adaptability of deep learning: datasets and strategies in fruit classification

Yonis Gulzar, Zeynep Ünal, Shahnawaz Ayoub et al. · BIO Web of Conferences · 2024 · 24 citations · Full text

Artificial Intelligence, Data Augmentation, Image Classification +12