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Subhameena, M and Rajesh, A. and Packialatha, A and Thilakavathy, P. and Banushri, A (2025) LSTM-Based Malware Classification using Bytecode and Opcode Features for IoT Security. In: 2025 8th International Conference on Computing Methodologies and Communication (ICCMC), Erode, India.

Thilakavathy, P. Federated learning for brain tumour detection and classification using improved ShuffleNet-PCNN architecture. Biomedical Signal Processing and Control.

482758-001 (2026) “Quantum Based Climate Data Monitoring and Forecasting Device”. 226883.

P. Thilakavathy, P (2026) Human-AI Synergy in Oncology and Cybersecurity: Ethical Clinical Intelligence for Patient Care and Organ Trafficking Prevention. In: Organ Trafficking Prevention in the Healthcare Sector: Examining the Co- Creation of Cybersecurity Value. IGI Global Scientific Publishing. ISBN 9798337366968

Thilakavathy P, P (2026) FedMindPurpose: A Federated AI Framework for Purpose Discovery and Mental Health Support in Youth. In: 2026 Sixth International Conference on Advances in Electrical, Computing, Communications and Sustainable Technologies (ICAECT), 13 March 2026, Bhilai, India.

Thilakavathy. P, P and Jisna Jaison, t (2026) A Study on Privacy-Focused Machine Learning in IoT Networks via Federated Learning. In: 2025 4th International Conference on Applied Artificial Intelligence and Computing (ICAAIC), 20 January 2026, Salem, India.

Thilakavathy, P. and G, Manikandan and R, Deepa and V, Jayalakshmi and R, Surendran (2024) Improved Contextual Understanding and Emotion Detection in Large-Scale Text Data with Hybrid Deep Learning Models. In: 2024 International Conference on Sustainable Communication Networks and Application (ICSCNA), Theni, India.

Pathania, Vishali and Babu, Sritha Zith Dey and Ahamad, Shahanawaj and Thilakavathy, P. and Gupta, Ankur and Alazzam, Malik Bader and Pandey, Digvijay (2023) A Database Application of Monitoring COVID-19 in India. In: Artificial Intelligence on Medical Data. Springer Nature, pp. 267-274.

Priyadharshini, K. and Vinitha, S. and S, Sivaprakash and Kayalvili, S. and Thilakavathy, P. and Vasavi, M. (2024) Enhanced Prediction of Rheumatoid Arthritis Flares Through Ensemble Learning Methods. In: 2024 Second International Conference on Advances in Information Technology (ICAIT), Chikkamagaluru, Karnataka, India.

Thilakavathy, P. and Jayachitra, S. and Aeron, Anurag and Kumar, Narendra and Ali, Syed Sumera and Malathy, M. (2023) Investigating Blockchain Security Mechanisms for Tamper-Proof Data Storage. In: 2023 International Conference on Communication, Security and Artificial Intelligence (ICCSAI), Greater Noida, India.

Deepa, R. and Jayalakshmi, V. and Karpagalakshmi, K. and Manikanda Prabhu, S. and Thilakavathy, P. (2024) Survey on Resume Parsing Models for JOBCONNECT+: Enhancing Recruitment Efficiency using Natural language processing and Machine Learning. International Journal of Computational and Experimental Science and Engineering, 10 (4). ISSN 2149-9144

Priyadharshini, K. and Balraj, Sindhusaranya and Kumar, JV Rama and A. Vidhate, Deepak and Thilakavathy, P. and Vanathi, P. (2024) Early Retinal Degeneration Detection with Deep Faster CNNs. In: 2024 Second International Conference on Advances in Information Technology (ICAIT), Chikkamagaluru, Karnataka, India.

Swaranambigai, R and Mythili, R. and Aeron, Anurag and Thilakavathy, P. and Alassedi, Zainab and Al-Azzawi, Waleed (2024) Finding of Maturity Level of Crops for Harvesting using IOT and ML Based Structured Framework. In: 2024 4th International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India.

G, Manikandan and R, Deepa and V, Jayalakshmi and Thilakavathy, P. and R, Surendran (2024) Enhanced Camouflage Detection Using Advanced Image Processing Techniques for Real-Time Object Recognition and Pattern Differentiation. In: 2024 International Conference on Sustainable Communication Networks and Application (ICSCNA), Theni, India.

V, Jayalakshmi and Thilakavathy, P. and G, Manikandan and R, Deepa and R, Surendran (2024) Deep Learning for Sentiment Analysis with Adaptive Neural Networks for Emotion Classification. In: 2024 International Conference on Sustainable Communication Networks and Application (ICSCNA), Theni, India.

R, Deepa and V, Jayalakshmi and Thilakavathy, P. and G, Manikandan and R, Surendran (2024) Custom Transformer-Based Approach for Enhanced Bengali Automatic Speech Recognition. In: 2024 First International Conference on Innovations in Communications, Electrical and Computer Engineering (ICICEC), Davangere, India.

Deepa, R. and Jayalakshmi, V. and Thilakavathy, P. and Manikandan, G. (2025) CropVigil: Tomato Leaf Disease Detection Using Deep InfoMax Algorithm. In: Harnessing AI for Control Engineering. IGI Global Scientific Publishing, pp. 137-154.

Deepa, R and Jayalakshmi, V and Thilakavathy, P. and Bennet Prabhu, A and Surendran, R (2024) Quantum Machine Learning Techniques based on Nurturing Agri-Ontology Framework in Agricultural Science. In: 2024 3rd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), Salem, India.