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Revathy, G and Sowmiya, S and Sridhar, R and Rajkumar, B (2025) AI-Driven Environmental and Stress-Responsive Calming System for Zoo Animals. In: 2 International Conference on Global Trends in Engineering and Technological Advancement (2 ICGTETA’25), 25.10.2025, Chennai.

Ganesh, E N and Rajendran, V. and Ravikumar, D. and Sai Kumar, P and Revathy, G and Harivardhan, P (2021) Detection and Route Estimation of Ship Vessels using Linear Filtering and ARMA Model from AIS Data. International Journal of Oceans and Oceanography, 15 (1). pp. 1-10. ISSN 0973-2667

Ganesh, E N and Rajendran, V. and Ravikumar, D. and Sai Kumar, P and Revathy, G and Harivardhan, P (2021) Remote Sensing Analysis Framework for Maritime Surveillance Application. International Journal of Oceans and Oceanography, 15 (1). pp. 11-17.

Revathy, G (2024) Challenges, Interpretability, and Future Outlook. In: ?? ?.

P., Suthanthira Devi and Revathy, G and P., Mohana Priya (2025) Empowering Healthcare With AI-Driven Transformer Models:. In: Transformative Role of Transformer Models in Healthcare. IGI Global Scientific Publishing, pp. 343-358. ISBN 9798337320403

Gopalakrishnan, T. and Revathy, G (2026) Advanced Artificial Intelligence Techniques in Mechanical Engineering. LAP LAMBERT Academic Publishing, London, United Kingdom.

Suthanthira Devi, P. and Revathy, G and Mohana Priya, P. (2025) Empowering Healthcare With AI-Driven Transformer Models:. In: Transformative Role of Transformer Models in Healthcare. In: Empowering Healthcare With AI-Driven Transformer Models:. In: Transformative Role of Transformer Models in Healthcare. IGI Global Scientific Publishing.

G, Revathy and V, Swetha (2025) Instagram Trends Analyzer: Real-Time Extraction and Visualization of Instagram Engagement Metrics. In: National Conference on Recent Trends in Engineering and Technology (NCRTET'25).

Revathy, G and M. Rakshitha, M and A.M. Ponmadhu, A.M and K. Priyanka, K and S. Lochana, S (2025) QR Code Malicious URL Detection System Using Machine Learning. In: “2 International Conference on Global Trends in Engineering and Technological Advancement (2 ICGTETA’25)”, 25.10.2025, Chennai.

Sathish Kumar, P and Deepika, A U and Abbarna, A and Revathy, G and Ebenezer Abishek, B (2020) Rainfall Forecasting using Machine Learning Techniques. Journal of Xidian University, 14 (6). pp. 2177-2189. ISSN 1001-2400

Revathy, G and Ashok Kumar Katta, V and Sakthi Bharathi, I (2025) A Machine Learning Framework for Real-Time Credit Risk Assessment and Scoring. In: 2nd International Conference on Global Trends in Engineering and Technological Advancement (2nd ICGTETA’25), 25.10.2025, Chennai.

Revathy, G and Merisha, A and Shivani, V (2025) AI-Enabled Smart Classroom: Monitoring Mobile Phone Usage with Real-Time Alerts. In: 2nd International Conference on Global Trends in Engineering and Technological Advancement (2nd ICGTETA’25), 25.10.2025, Chennai.

Revathy, G and Ishwareya, A and Vijitha, S. (2025) Detection of Drone Using Deep Learning Techniques. In: National Conference on Recent Trends in Engineering and Technology (NCRTET'25), 25.04.2025, Chennai.

Revathy, G and Manikandan, G and Dhinesh Kumar, S (2025) COMPARATIVE ANALYSIS OF YOLOV8, RESNET, AND ENHANCED EFFICIENTNET-B4 + U-NET FOR AUTOMATED ROAD DAMAGE DETECTION AND SEGMENTATION. In: 16th INTERNATIONAL CONFERENCE ON “SCIENCE AND INNOVATIVE ENGINEERING – 2025” (ICSIE – 2025), 11.10.2025, Chennai.

Revathy, G and Gokul, B and Sabarish, L (2025) RAG-Based AI Chatbot for Navigating University Curriculum. In: 2nd International Conference on Global Trends in Engineering and Technological Advancement (2nd ICGTETA’25), 25.10.2025, Chennai.

Revathy, G and Sarvesh, S and Deepak, D (2025) Real-Time Monitoring of Driver Drowsiness and Distraction Detection. In: 2 International Conference on Global Trends in Engineering and Technological Advancement (2 ICGTETA’25), 25.10.2025, Chennai.

Revathy, G and Agalya, K. and Prabu, R. and Nareshkumar, R. and Swarna, S.L. and V, Gokulakrishnan (2025) Comparative Evaluation of Dijkstra's Algorithm and Shortest Path Strategies in Mobile Ad Hoc Networks (MANETs). In: 2025 Tenth International Conference on Science Technology Engineering and Mathematics (ICONSTEM), Chennai, India.

Avinash, Jadhav and Revathy, G (2025) Predictive Modelling for Cardiovascular Health: A Survey on Deep Learning Approaches. In: 2025 3rd DMIHER International Conference on Artificial Intelligence in Healthcare, Education and Industry (IDICAIHEI), Wardha, India.

Revathy, G and Suthanthiradevi, P. and Sathishkumar, P. and Sivakumar, S. and Leo, L. Megalan and Rajasekar, A. (2025) A Novel Framework for DNS Exfiltration Malware—Optimizing Neural Network Hyperparameters Using Swarm Intelligent Algorithm. In: Lecture Notes in Electrical Engineering ((LNEE,volume 1307)). Springer Nature Link, pp. 45-56.

Revathy, G and Rajendran, V. and Rashmika, B. and Sathish Kumar, P. and Parkavi, P. and Shynisha, J. (2022) Random Forest Regressor based superconductivity materials investigation for critical temperature prediction. Materials Today: Proceedings, 66. pp. 648-652. ISSN 22147853

Revathy, G and Zuhair Affan, Syed and Suriya, M. and Sathish Kumar, P. and Rajendran, V. (2021) Optimization study on competence of power plant using gas/steam fluid material parameters by machine learning techniques. Materials Today: Proceedings, 37. pp. 1713-1720. ISSN 22147853

Revathy, G and Rajendran, V. and Sathish Kumar, P. and Vinuharini, S. and Roopa, G. N. (2022) Smurf attack using hybrid machine learning technique. In: INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN SCIENCE AND TECHNOLOGY (RIST 2021), 19–20 June 2021, Malappuram, India.

Vashisht, Swati and Gupta, Sushil Kumar and Fegade, Atul and Dhondiyal, Shiv Ashish and Kumar, Rohit and Revathy, G (2022) Detection of Malicious Social Bots with the Aid of Learning Automata on Twitter. In: 2022 5th International Conference on Contemporary Computing and Informatics (IC3I), Uttar Pradesh, India.

Revathy, G and Rajendran, Velayutham (2023) RETRACTED: CB-GRU-an encrypted net traffic flow classification in SDN using optimizing hyper parameters of neural network. Journal of Intelligent & Fuzzy Systems, 44 (5). pp. 7099-7111. ISSN 10641246

Revathy, G and D, Lingeshwaran and SuthanthiraDevi, P. and M V, Harish Kumar (2023) CNN-LSTM: Development of Offline Signature Authentication. In: 2023 International Conference on Emerging Research in Computational Science (ICERCS), Coimbatore, India.

SuthanthiraDevi, P. and Revathy, G and Sathish Kumar, P and Karthikeyan, B and Muthu, Lakshmi.V (2024) Guardians of Truth: Exploring Techniques for Veracity Identification in social media during an Infodemic. In: 2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT), Vellore, India.

Revathy, G and Kumar, P. Sathish and Rajendran, Velayutham (2021) Development of IDS using mining and machine learning techniques to estimate DoS malware. International Journal of Computational Science and Engineering, 24 (3). p. 259. ISSN 1742-7185

Revathy, G and Rajendran, V. and Sathish Kumar, P. (2021) Prediction study on critical temperature (C) of different atomic numbers superconductors (both gaseous/solid elements) using machine learning techniques. Materials Today: Proceedings, 44. pp. 3627-3632. ISSN 22147853

Revathy, G and Maheswari, P. Uma and Madhavi, S. and P, Vijay Anand and Begum, R. Vajubunnisa and Jasmin, H. (2024) CancerAI: A Deep Learning Framework for Ovarian Cancer Prediction. In: 2024 5th International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India.

Suthanthiradevi, P. and Revathy, G and Rejini, K. and Lakshmi.V, Muthu (2024) Leveraging Deep Learning Models for Machine-Generated Text Detection Using Transformer-Based Models. In: 2024 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES), Chennai, India.

Revathy, G and Jagadeesan, Pavithra and Vajubunnisa Begum, R. and P, Vijay Anand and Jasmin, H. and Gayathri, S. (2024) Video Frame Prediction Using Convolutional LSTM Encoder and Decoder. In: 2024 First International Conference on Data, Computation and Communication (ICDCC), Sehore, India.

Shanthi, R. and Anandan, R and Sridevi, S. and Revathy, G and Meera, S. (2025) Interpreting Blood Glucose Effects in Juvenile Diabetes Through XAI. In: 2025 8th International Conference on Computing Methodologies and Communication (ICCMC), Erode, India.

Reddy, K. Srinivasa and Revathy, G (2025) A Comprehensive Review on Predicting Specific Substructures in the Brainstem using Deep Learning Techniques. In: 2025 8th International Conference on Computing Methodologies and Communication (ICCMC), Erode, India.

Sherine H, Daphne and Revathy, G (2025) An Enhanced Breast Cancer Detection in Mammograms using Vision Transformers and Data Augmentation. International Research Journal of Multidisciplinary Scope, 06 (04). pp. 1298-1312. ISSN 2582631X

Sherine, H. Daphne and Revathy, G (2026) Streamlined Breast Cancer Identification: Self-attention CNN with Momentum Search Optimization. In: Recent Trends in Advanced Computing. Springer, pp. 45-55.