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Author

Shahnawaz Ayoub

Institution: Glocal University
ORCID: 0000-0002-7527-1214
Observed ORCID: 0000-0002-7527-1214
OpenAlex ID: A5062676527
Generating Image Captions Using Bahdanau Attention Mechanism and Transfer Learning
2022 · Shahnawaz Ayoub, Yonis Gulzar, et al. · Symmetry · 72
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Adversarial Approaches to Tackle Imbalanced Data in Machine Learning
2023 · Shahnawaz Ayoub, Yonis Gulzar, et al. · Sustainability · 67
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MRI-Based Effective Ensemble Frameworks for Predicting Human Brain Tumor
2023 · Farhana Khan, Shahnawaz Ayoub, et al. · Journal of Imaging · 64
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Enhanced Transfer Learning Strategies for Effective Kidney Tumor Classification with CT Imaging
2023 · Muneer Majid, Yonis Gulzar, et al. · International Journal of Advanced Computer Science and Applications · 57
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Least square-support vector machine based brain tumor classification system with multi model texture features
2023 · Farhana Khan, Yonis Gulzar, et al. · Frontiers in Applied Mathematics and Statistics · 36
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Adaptability of deep learning: datasets and strategies in fruit classification
2024 · Yonis Gulzar, Zeynep Ünal, et al. · BIO Web of Conferences · 30
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Using Ensemble Learning and Advanced Data Mining Techniques to Improve the Diagnosis of Chronic Kidney Disease
2023 · Muneer Majid, Yonis Gulzar, et al. · International Journal of Advanced Computer Science and Applications · 21
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Exploring Transfer Learning for Enhanced Seed Classification: Pre-trained Xception Model
2024 · Yonis Gulzar, Zeynep Ünal, et al. · Lecture notes in civil engineering · 17
Impact of Dataset Quality on Deep Learning Models for Dragon Fruit and Leaf Health Classification
2025 · Shahnawaz Ayoub, Imran Baig, et al. · Impact in Agriculture · 14
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Modified Aquila Optimization based Route Planning Model for Unmanned Aerial Vehicles Networks
2022 · Sachin Vasant Chaudhari, M. Dhipa, et al. · International Conference on Automation, Computing and Renewable Systems (ICACRS) · 13
Minimized Computations of Deep Learning Technique for Early Diagnosis of Diabetic Retinopathy Using IoT-Based Medical Devices
2022 · Shahnawaz Ayoub, Mohiuddin Ali Khan, et al. · Computational Intelligence and Neuroscience · 12
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Building Trust: IoT Security and Blockchain Integration
2024 · Faheem Ahmad Reegu, Shahnawaz Ayoub, et al. · International Conference on Computing for Sustainable Global Development · 9
Privacy Preserving Encryption with Optimal Key Generation Technique on Deduplication for Cloud Computing Environment
2022 · Sanjeeva Polepaka, B Gayathri, et al. · International Conference on Automation, Computing and Renewable Systems (ICACRS) · 9
Hybrid Deep Learning based Attack Detection and Classification Model on IoT Environment
2023 · Jaya Dipti Lal, Shahnawaz Ayoub, et al. · International Conference on Electrical, Computer and Communication Technologies (ICECCT) · 3
Hyperparameter Tuned Deep Learning Model for Healthcare Monitoring System in Big Data
2023 · Shahnawaz Ayoub, Nihar Ranjan Behera, et al. · International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT) · 3
Predictive Analytics for Smart City Infrastructure: Leveraging IoT and Machine Learning for Real-Time Decision-Making
2025 · Monica Bhutani, Yonis Gulzar, et al. · Lecture notes in networks and systems · 1
Intelligent Optimization Algorithm based Data Storage and Management: An Empirical Study
2023 · Shahnawaz Ayoub, Rajesh Kumar Rameshbhai Savaliya, et al. · International Conference on Electronics and Renewable Systems (ICEARS) · 1
AI-Based Privacy-Preserving Techniques for IoT-Based Smart Cities
2025 · Yonis Gulzar, Monica Bhutani, et al. · Algorithms for intelligent systems
63Chapter 4 Optimization for Machine Learning: Advancing Unsupervised Learning Techniques
2025 · Monica Bhutani, Mohammad Shuaib Mir, et al. · De Gruyter eBooks
237Chapter 11 Challenges and Ethical Considerations in Computational Optimization: A Responsible AI Perspective
2025 · Monica Bhutani, Mohammad Shuaib Mir, et al. · De Gruyter eBooks
List of contributors
2025 · Emadalden Alhatami, Muhammad Awais, et al. · Elsevier eBooks
Oil spills and the ripple effect: exploring climate and environmental impacts through a deep learning lens
2025 · Yonis Gulzar, Faheem Ahmad Reegu, et al. · Elsevier eBooks
Works count: 22
Citation count: 429
H-index: 11
I10-index: 11
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