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Divya, M and Shunmuga Kumari, D and Angel Cerli, A and Anusha, P. and Angeline, Ranjithamani and Divya, V. (2026) A Multi-Modal Machine Learning Framework Integrating Medical Records and Wearable Sensor Data for Early Diabetes Prediction. In: 9th International Conference on Inventive Computation Technologies (ICICT-2026).

Mahalakshmi, B and Shiammala, P N and Gowtham, M and Bagavathi Lakshmi, R and Angel Cerli, A. and Sudha, S (2026) Graph Neural Networks for Predicting Urban Traffic Congestion in Smart Cities. In: 2025 6th International Conference on Smart Electronics and Communication (ICOSEC), Trichy, India.

Angel Cerli, A. and Sakthivanitha, M. and Jansi, B. and Anciline Jenifer, J and Thirumalaikumari, T. and Narayani., D. (2026) Remote Health Monitoring via Federated Learning on IoT Devices for Elderly Care. In: sixth Congress on Intelligent Systems.

Angel Cerli, A. and Kalaiselvi, K. and Varadarajan, Vijayakumar (2022) Secure Healthcare Systems Based on Big Data Analytics: Knowledge Engineering with Big Data Analytics. In: Handbook of Intelligent Healthcare Analytics. Wiley, pp. 189-211. ISBN 9781119792550

Angel Cerli, A. and Kalaiselvi, K. and UNSPECIFIED1 (2020) Energy Efficient Cross- Layer (EECL) Approach for WBAN using Hybrid Protocol. Energy Efficient Cross- Layer (EECL) Approach for WBAN using Hybrid Protocol.

Sudha, S. and Sakthivanitha, M and Angel Cerli, A. and Maheswari, M. Vijaya and Sirajudeen, Mohamed and Arockiya Selvi, S (2025) Transformer-based Protein Structure Prediction from Sparse Experimental Constraints. In: 2025 6th International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India.

Angel Cerli, A. and Yahkoobali, - (2025) Agri seeds. IJIRSET, 14 (6).

Angel Cerli, A. and Sharuk, V. (2025) Web-Based Application Designed to Detect and Classify Scam Emails, Malicious URL. IJMRSET, 8 (6).

Samsun, A. and Angel Cerli, A. (2025) Resume parser using natural language processing and machine learning. INTERNATIONAL JOURNAL OF ADVANCE RESEARCH IN MULTIDISCIPLINARY, 3 (2). ISSN 2583-9667

Seetha Lakshmi, C and Angel Cerli, A (2026) Classification of Healthcare Data Using Support Vector Machines with Stochastic Gradient Descent for Real-Time Wireless Sensor Network Monitoring. Journal of Internet Services and Information Security, 16 (1). pp. 828-848. ISSN 21822069

Poornima, V and Hazeena, K and Angel Cerli, A. and Kamatchy, B and Sheela, K. (2026) Exploring the Impact of Filtering Techniques on the Performance of Different Classifiers for Predicting Diabetes Mellitus. In: 2026 7th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), Goathgaun, Nepal.

Angel Cerli, A. and Muthupriya, M (2026) Web-Based Intrusion Detection System for Login Attack Detection using Deep Learning Techniques. International Journal of Science, Strategic Management and Technology, 02 (05). pp. 1-9. ISSN 31081762

Angel Cerli, A. and Kalaiselvi, K. (2020) Retrospective Analysis of Wireless Body Area Network. In: Retrospective Analysis of Wireless Body Area Network. Springer, pp. 523-529.

Selvam, M. and Angel Cerli, A. (2025) Smart health predictions: Using deep learning to assess disease risk through personal and environmental data. INTERNATIONAL JOURNAL OF ADVANCE RESEARCH IN MULTIDISCIPLINARY, 3 (2). ISSN 2583-9667

Angel Cerli, A. and SAROJINI, S. (2026) Jobshield – An Online Job Scam Detection using Machine Learning. International Journal of Science, Strategic Management and Technology, 2. pp. 1-5. ISSN 3108-1762

Angel Cerli, A. and Vishwa Priya, V and Gayayhiri, B and Rasitha Banu Gulmohamed, G (2025) Machine Learning for Cyber Security. UDHAYAS SPNC PUBLICATION. ISBN 978-93-49030-80-0