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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), 15-17 April 2026, Kirtipur, Nepal.

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.

Jansi, B and Sakthivanitha, M and Angel Cerli, A. 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.

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 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.

Angel Cerli, A. and Yahkoobali, S (2025) Agri seeds. IJIRSET, 14 (6): 1. pp. 15324-15327. ISSN 2319-8753

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): 1. pp. 357-361. 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.

Seetha Lakshmi, C and Angel Cerli, A. (2026) A Smart LoRaWAN-based Diabetic Monitoring System using Dual Coordinate Descent SVM for Data Transmission Optimization. In: 9th International Conference on Trends in Electronics and Informatics (ICOEI-2026), 23 APRIL 2026, TIRUNELVELI , INDIA.

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

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

SAROJINI, S and Angel Cerli, A. (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

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