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Mahalakshmi, R and Kumutha, K and Sakthivanitha, M and Bagavathi Lakshmi, R and Sirajudeen, Mohamed and Padmanabhan, Sankar (2025) Hyperspectral Images for Crop Prediction using Machine and Deep Learning Models. In: 2025 International Conference on Electronics and Renewable Systems (ICEARS), Tuticorin, India.

R, Mahalakshmi Spatio-Temporal Land Cover Change Detection using Machine Learning and Google Earth Engine. pROCEEDINGS OF 9th International Conference on Intelligent Computing and Control Systems (ICICCS), Erode, India, 2026, pp. 1-9, Date of Conference: 16-18 March 2026, CFP26 (US4-D): 10.1109/IC. pp. 719-725. ISSN ISBN: 979-8-3315-5518-4

VISTAS, Dr.R.Mahalakshmi (2026) Advanced Land Classification using U-Net for Satellite Images. Proceedings of the 9th International Conference on Intelligent Computing and Control Systems (ICICCS-2026, CFP26 (K74): 10.1109/IC. pp. 982-989. ISSN ISBN: 979-8-3315-8946-2

VISTAS, Dr.R.Mahalakshmi (2026) A Supervised Generative Encoder-Based Approach to Improve Test Case Prioritization in Web Applications. 4th International Conference on Cybersecurity and Generative Artificial Intelligence (CyberGenAI’2026) In Association with Multimedia University, Malaysia & Majan University College, Oman: 18957529. pp. 34-38. ISSN ISBN Number: 978-81-971457-2-8

VISTAS, Dr.R.Mahalakshmi PREDICTIVE MODELS FOR STUDENT PERFORMANCE: A MACHINE LEARNING PERSPECTIVE. International Research Journal of Modernization in Engineering Technology and Science, 7 (7): 7070003838. pp. 1002-1007. ISSN e-ISSN: 2582-5208

VISTAS, Dr.R.Mahalakshmi (2025) Design and Impact: A Comparative Evaluation of User Interfaces in AI Educational Tools. International Journal of Research Publication and Reviews, 6 (7): 50383. 2863 -2871. ISSN ISSN 2582-7421

VISTAS, Dr.R.Mahalakshmi An Advanced Deep Representation and Heuristic based Model for Reliable Epileptic Seizure Detection from Electroencephalogram Signals. Proceedings of the 9th International Conference on Trends in Electronics and Informatics (ICOEI-2026, 12 (4): CFP26 J32. pp. 8-18. ISSN ISBN: 979-8-3315-7587-8

Dr.R.Mahalakshmi, VISTAS (2026) Self-Adaptive Graph Analytics for Real-Time Fraud Detection in Transaction Networks. Proceedings of the 9th International Conference on Trends in Electronics and Informatics (ICOEI-2026) DVD Part Number: CFP26J32-DVD; ISBN: 979-8-3315-7587-8, CFP26 (j32): ISBN: 979. pp. 1350-1356. ISSN ISBN: 979-8-3315-7587-8

Muthukumaran, S and Kamatchy, B and Arivazhagan, P and Kalaichelvi, N and Mahalakshmi, R (2026) HCER-ResNet50: A Deep Learning Framework for Accurate Cashew Nut Classification and Grading. VFAST Transactions on Software Engineering, 14 (3). pp. 89-108. ISSN 2411-6246

R, Selvam and R, Mahalakshmi (2025) Robust Epileptic Seizure Recognition using Dimensionality Reduction with Deep Learning on EEG Signals. International Journal of Electronics and Communication Engineering, 12 (4). pp. 8-18. ISSN 23488549

Chinnakamma Devi, J. and Mahalakshmi, R. (2025) Integration of Machine Learning Algorithms for Land Classification Using Satellite Images. In: 2024 Real-Time Intelligent Systems. Springer, pp. 45-55.

Selvam, R. and Mahalakshmi, R. (2025) Integrating Lemurs Optimizer with Ensemble Learning Based Epileptic Seizure Recognition Using EEG Signals. In: 2025 6th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India.