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Banushri, A and Benasir Begam, F and Ulagapriya, K. (2024) Art of Future Engineering: Data for Better Models. LAP Lambert Academic Publishing.

Thiagarajan, K and Benasir Begam, F and Supraja, G and Selvi, K and Dileep, P (2025) Unleashing Blockchain’s Potential: Transforming Water Supply Chains with Transparency, Traceability and Decentralized Efficiency. In: Blockchain and the Water Supply Chain Opportunities, Challenges and Innovations. Wiley.

Benasir Begam, F and Manimekalai, K and Banupriya, Rangasamy (2025) Transformer Models and Attention Mechanisms for Intelligent Cyber Threat Intelligence Extraction. In: Machine Learning and Deep Learning Techniques for Cyber Security Risk Prediction and Anomaly Detection. RAD Emics.

Benasir Begam, F and Agalya, A (2025) Machine Learning In Material Science for Microstructural Analysis, Property Prediction, and Alloy Design. International Journal of Scientific Research & Engineering Trends, 11 (3). ISSN 2395-566X

Benasir Begam, F and Meenakshi, N and Varunraj, S. (2025) Blockchain Consensus Mechanisms: A Comprehensive Review of Principles, Protocols, and Future Directions. In: 2nd International Conference on Emerging Trends in Technology, Science, Management and Upcoming Research in Computer Science.

Benasir Begam, F (2024) YOLO-Based Object Detection: Evolution, Real-Time Performance, and Applications in Intelligent Vision Systems. International Journal of Intelligent Communication and Computer Science, 3 (1). pp. 31-52.

Benasir Begam, F and Agalya, A (2025) Advancements and Applications of Machine Vision: A Review of Computational Paradigms and Future Prospects in Intelligent Systems. International Journal of Scientific Research & Engineering Trends, 11 (1).

Benasir Begam, F (2025) Inventory Forecasting and Demand Prediction: Leveraging AI and Time-Series Models for Resilient Supply Chains. In: The Future of E-Commerce Redefining Online and Retail in the AI-Driven Era. Imaginex Inks Publications.

T., Dhanalakshmi and F., Benasir Begam and K., Logu and A., Jegatheesan and V., Karpagam and Appavu, Narenthirakumar (2025) A Hybrid Explainable Deep Learning Model for Chronic Disease Risk Stratification using Multivariate Electronic Health Records. In: 2025 5th International Conference on Evolutionary Computing and Mobile Sustainable Networks (ICECMSN), Coimbatore, India.

E., Monika and Kumar, T.Rajesh and F, Benasir Begam and K.S., Janu and A., Jegatheesan and Appavu, Narenthirakumar (2025) Robust Self-Supervised Deep Learning for Real-Time Aerial Object Detection Under Low-Visibility Conditions. In: 2025 5th International Conference on Evolutionary Computing and Mobile Sustainable Networks (ICECMSN), Coimbatore, India.

V., Karpagam and B, Poorani and F., Benasir Begam and Govindaram, Anitha and M, Shakila and Appavu, Narenthirakumar (2025) AI-Driven Security Architecture for Wireless Sensor Networks Using Deep Learning. In: 2025 IEEE 2nd International Conference for Women in Computing (InCoWoCo), India.