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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

SHarish Reddy, Gantla and Jitender, Jain and Arunasakthi, K and Subarno, Bhattacharyya and Muthukumar, Subramanian and GAYATHRI DEVI, S and DEVI, S.GAYATHRI and DEVI, S.GAYATHRI (2026) Emerging Hybrid Models for Neuromorphic AI and Quantum Computing. In: Emerging Hybrid Models for Neuromorphic AI and Quantum Computing. IGI Global Scientific Publishing, pp. 1-32. ISBN 9798337377797

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

Rajesh, Autee and Namitha, k y and Gayathri Devi, S. and UNSPECIFIED1 (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 M, Vijayasanthi 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. 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. (In Press)

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)

Nagaraj, G and Vandana, Ahuja and P, Satish 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 K, Arunasakthi and Subarno, Bhattacharyya and Muthukumar, Subramanian and Gayathri Devi, S. and DEVI, S.GAYATHRI and DEVI, S.GAYATHRI (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