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Bousia Begam., A and Padma, R. and Dr.Akila, A (2026) The Digital Lookout: Enhancing Roadside Safety Through Explainable Deep Learning. In: Optimization Techniques for Computational Mathematics, Network Analysis, Fluid Mechanics and Machine Learning. SRR, pp. 1-14. ISBN 978-81-685538-5-9

Rukmani Devi, S. and Selvaraju, P. and Padma., R. and Shaji, Alan and Sasikala, P. and Rajasekar, M. (2025) Deep Learning with Long Short-Term Memory (LSTM) and Convolutional Neural Networks (CNN) for AI-Driven Smart Home Automation. In: Mathematical Methods in Artificial Intelligence. De Gruyter, pp. 153-164. ISBN 9783112234969

Rukmani Devi, S. and Selvaraju, P. and Padma, R. and Balamurugan, A. G. and Pandiarajan, T. and Rajasekar, M. (2025) Data Science Applications Using Extreme Gradient Boosting (XGBoost) and Random Forest for Predictive Analytics in Financial Sectors: Algorithm Optimization, Intelligent Systems, Blockchain, Cryptography and Cybersecurity. Mathematical Methods in Artificial Intelligence. pp. 223-234.

Vels Institute of Science, Technology & Advanced Studies (2026) AI based Respiratory Sensing and Disease Prediction Device. 202641019946.

Renuga, S and Dr. Padma, R and Dr. Parameswari, R (2026) The Passion Compass: Using Machine Learning To Align Academic Talent With Career Success. In: Optimization Techniques for Computational Mathematics, Network Analysis, Fluid Mechanics and Machine Learning. SRR, pp. 1-16. ISBN 978-81-685538-5-9

Raji Reddy, Avala and Radhika, B and Praveen Kumar, B and Nagesh, D and Dineshkumar, Pandurangan and Padma, R. (2025) An Automated Speed Violation Monitoring System for Enhanced Traffic Laws using YOLOv9 and DeepSORT. In: 2025 IEEE 7th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA). (In Press)

Gokul, K and Kishore Kumar, R and Tholkappiyan, R and Padma, R. Smart Tamil: A Dialect-Aware Small Language Model for Tamil NLP. International Journal of Science, Strategic Management and Technology, 2.

Hemarajesvaran, R V and Padma, R (2026) Design and Implementation of a Cost-Effective Private Cloud Storage System Using TrueNAS SCALE and Nextcloud. International Journal of Computer Science Engineering Techniques (IJCSE), 10 (3). ISSN ISSN : 2455-135X

PRIYADHARSHINI, S and Padma, R (2026) IOT-Based Noise Monitoring System. International Journal of Science, Strategic Management and Technology, 2 (4). pp. 1-5. ISSN 3108-1762