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Indhumathi, M and Deepa, R and Rubinabegam, M and Balasubramani, S and Murugan, S and Arjun, P (2026) 1D-CNN-Based Fault Diagnosis for Traction Motors Using Vibration and Current Signals. In: 2026 International Conference on Circuit, Power and Computing Technologies (ICCPCT).

Venu, Mogili and Koti, Manjula Sanjay and Deepa, R. and Jayakumar, K. and Reddy, A. Abhinav (2026) Intelligent Traffic Signal Optimization Using Multiagent G - DQN with Adaptive Reward Optimization. In: 2026 2nd International Conference on Intelligent Systems and Computational Networks (ICISCN).

Senthil, G. A and Prabhakaran, R and Sridevi, S and Deepa, R and Shimona, S (2025) A Novel Smart Facial Features for Real-Time Motorists Sleepiness Prediction and Alerting System Using Hybrid Deep Convolutional Neural Network in Computer Vision. Innovation and Emerging Trends in Computing and Information Technologies : First International Conference, IETCIT 2024 Mohali, Punjab, India, March 1–2, 2024 Proceedings, Part I (10220). pp. 3-16. ISSN 1865-0929

Sreemathi, K and Nissy, N and Deepa, R. (2025) Adaptive Biomertic Decryption With Anti Spoofing Verification. In: Adaptive Biomertic Decryption With Anti Spoofing Verification, 25.10.2025, CHENNAI.

Abarna, N and Abinaya, G and Deepa, R. (2025) Fauth AI – A Multimodal Deepfake Detection using Deep Learning. In: FAUTH AI - A Multimodal Deepfake Detection using Deep Learning, 25.10.2025, CHENNAI.

Gowtham, K and SANTHOSH, S and Deepa, R. (2025) TaskPilot AI – Your Smart Planner That Acts for You. In: Taskpilot AI - Your Smart Planner That Acts For You.

SANTHOSH, S and Gowtham, K and Deepa, R. (2026) DATA QUALITY AWARE CUSTOMER RETENTION PREDICTION. In: RETENTION PRO -DATA QUALITY AWARE CUSTOMER RETENTION PREDICTION.

preethi angaline, R and Nandhini, R and Deepa, R and Geetha, R and Muthulakshmi, M and Hemaprasanth, S (2026) A support vector machine framework for alzheimers diasease diagnosis using EEG data. IEEE SCOPUS, 16 (1). pp. 1-6. ISSN 9798331584580

ABINAYA, G and ABARNA, N and Deepa, R. (2026) A MULTIMODAL DEEPFAKE DETECTION USING DEEP LEARNING. In: A MULTIMODAL DEEPFAKE DETECTION USING DEEP LEARNING, 25.10.2025, CHENNAI.

Kumar, Narayanan and Parvathavarthini, K. and Deepa, R. and Benasir Begam, F (2025) Mastering Computer Security Basics. Notion Press. ISBN 979-8898260767

Deepa, R and Packialatha A, A GraphNet Framework for Schizophrenia Classification Using Sensor Data. IEEE SCOPUS. (In Press)

Senthil, G. A. and Suganthi, S. U. and Deepa, R. and Deepa, R (2026) Quantum-resilient secure key distribution and deep adaptive intelligence for hybrid IIoT-SDN network defense. The European Physical Journal Plus, 141 (8): 1. pp. 1-21. ISSN 2190-5444

Deepa, R and Vijitha, S and Padma, E and Abinaya, G and Abarna, N (2026) FAUTH AI: A MULTIMODAL DEEPFAKE DETECTION. In: NATIONAL LEVEL SYMPOSIUM PRAVESHA 2026 Synthesizing Technology, Celebrating Talent. VISTAS, p. 16. ISBN 9789358138146

Deepa, Dawadi and Prasad Reddy, S R V and Deepa, R. and Punitha, S and Aarthy, G (2026) Energy-Efficient Green Computing Techniques for Edge Devices Using Attention-Guided Federated Learning. IEEE Explore, 1: 1. pp. 1-6. ISSN 979-8-3315-8396-5

Deepa, R. and Packialatha, A (2025) Hybrid Pothole Detection Using YOLO and Contour Based method. In: International Conference on Recent Trends in Mechanical Engineering, September 25 2025.

Deepa, R. Intelligent Traffic Signal Optimization Using Deep Reinforcement Learning. IEEE SCOPUS. (In Press)

Deepa, R and Packialatha, A and Gnanajeyaraman, Rajaram (2026) Edge-IoT Facilitated Multimodal Sensor Fusion for Threat Recognition in Women's Safety Wearables. In: 2025 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) November 27-28, 2025, Amity University Dubai, UAE, January 12 2026, Dubai UAE.

DEEPA, R (2025) Matering Computer security Basics. TEXT BOOK.

Deepa, R (2026) Cloud Computing & Devops Integration :Modern Development Strategies. TEXT BOOK, chennai. ISBN ISBN: 978-93-47785-61-0

Rajaram, Gnanajeyaraman and R S, Archana Vishveswari and Deepa, R. and Packialatha, A. (2023) Node Mobility and Encounter Rate Metrics to Enhance Stability in MANET. In: 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, India.

Deepa, R and Packialatha, A (2025) Early prediction of Schizophrenia using FMRI and Deep learning. In: International Conference on Neural Evolution & Adaptive Intelligence (ICNEAI -2025).

Deepa, R. (2024) Increasing Schizophrenia Prediction Performance Using Advanced Deep Learning Learning Methodologies. International Journal Journal of Intelligent systems and Applications in Engineering (11289). pp. 4272-4284. ISSN 2147-6799

Deepa, R. and Packialatha, A (2025) Structural Brain Network Analysis in Schizophrenia Using Fmri With Deep Learning Algorithm. 2nd International Conference on Multidisciplinary Science and Technology towards Sustainability ICMSTS 2025, March 23, 2025, 1: 11288.

Senthil, G. A. and Prabha, R. and Rajesh Kanna, R. and Umadevi Venkat, G. and Deepa, R. (2023) High-Performance Intelligent System for Real-Time Medical Image Using Deep Learning and Augmented Reality. IoT Based Control Networks and Intelligent Systems Proceedings of 4th ICICNIS 2023, 789: 9595. pp. 103-119.

Deepa, R. and Sankar, M. and R, Rathiya and Sankari, C. and Venkata, subramanian and Kalaivani, R. (2023) IoT based Energy Efficient using Wireless Sensor Network Application to Smart Agriculture. In: 2023 International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India.

Rajaram, Gnanajeyaraman and Thangaraj, T. Stephen and Packialatha, A. and Deepa, R. (2023) Crow Search Optimization to Identify Adversary Nodes in Wireless Networks. In: 2023 2nd International Conference on Edge Computing and Applications (ICECAA), Namakkal, India.