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Agrawal, R. K. and Mohammad Shabbir, Alam and Rajesh Kumar, A and Aparna, N and Gayathri Devi, S and Amit, Jain (2025) Machine Learning Approach for MRI Brain Tumor Detection using Regularized Extreme Learning. Machine Learning Approach for MRI Brain Tumor Detection using Regularized Extreme Learning. ISSN 979-8-3315-4265-8

Muthukumar, Subramanian and Malathi, Murugesan and Gayathri Devi, S and Kalarani, A (2025) Artificial Intelligence to Quantum Intelligence (A Technology Transition). Taran Publication, New Delhi. ISBN 8199347740

Rajesh, Autee and Namitha, K Y and GAYATHRI DEVI, S and Subarno, Bhattacharyya (2025) RBC-Machine Learning and Deep Learning Techniques for Cybersecurity Risk Prediction and Anomaly Detection. In: RBC-Machine Learning and Deep Learning Techniques for Cybersecurity Risk Prediction and Anomaly Detection. Rademics, pp. 225-252. ISBN 978-93-49552-04-3

Nagaraj, G and Vandana, Ahuja and Satish, P and Gayathri Devi, S and Puvvada, Nagesh and Ayesha, Siddiqa (2026) ML-Enhanced Self-Healing Fiber-Reinforced Polymer Composites with Embedded IoT Sensors for Damage Prediction. ML-Enhanced Self-Healing Fiber-Reinforced Polymer Composites with Embedded IoT Sensors for Damage Prediction, 14. ISSN 2321-2810

Harish Reddy, Gantla and Jitender, Jain and Arunasakthi, K and Subarno, Bhattacharyya and Muthukumar, Subramanian and Gayathri Devi, S (2026) Integrating Neuromorphic and Quantum Computing Paradigms for Real-Time Internet of Things Analytics. In: Emerging Hybrid Models for Neuromorphic AI and Quantum Computing. IGI Global Scientific Publishing, New Delhi, pp. 1-30. ISBN 9798337377797

Rajesh, Autee and Namitha, k y and Gayathri Devi, S (2025) convolutional neural networks for cyber threat image recognition and payload analysis book chapter. In: Machine Learning and Deep Learning Techniques for Cybersecurity Risk Prediction and Anomaly Detection. rademics, India. ISBN 978-93-49552-04-3

Harish Reddy, Gantla and Sunil Kr, Pandey and Vijayasanthi, M and Jasvinder, Kumar and Abhinav, Pathak and Gayathri Devi, S (2026) An Intelligent Hybrid Framework of Genetic Algorithms and Neural Networks for Climate Prediction. An Intelligent Hybrid Framework of Genetic Algorithms and Neural Networks for Climate Prediction. pp. 324-340. ISSN 978-981-95-7291-5

Sunil Kr., Pandey and G., Vannurswamy and Harjinder, Kaur and GAYATHRI DEVI, S and Rakesh, Dani and Ranjeeta, Yadav (2026) Block chain Enabled Bigdata solutions for secure &Transparent Data systems. In: International Conference on Sustainable Computing & Intelligent Systems.

Gayathri Devi, S. (2026) DL-Based Transformer Architecture for Real-Time Cyberattack Prediction and Anomaly Detection. In: IEEE International Conference on Advanced Computing Technologies (ICACT). (Submitted)