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Author

Muralidharan V

Karpagam College of Engineering Coimbatore, India

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Conference Open access 2026

Explainable Machine Learning Framework for Predicting Caregiver Employee Productivity and Well-Being

Paid employment and caring for a variety of paid and non-paid care, more or less regularly, has an impact on employee well-being, engagement and productivity. This study introduces a framework for the Organizational Decision System based on the machine learning concept, to aid the support of human resources for caregiv...

Muralidharan V · 0 citations
Jul 2026

Transformer Based End to End Web Application Firewall Pipeline for Intelligent Threat Detection

An intelligent, transformer-based end-to-end Web Application Firewall (WAF) pipeline that leverages the self-attention mechanism of transformer architectures to capture long-range dependencies within HTTP request sequences is proposed.

Muralidharan V, G. S, Agesta Jenifer A · 0 citations
Review Jul 2026

AI-Powered Forest Fire Detection and Prediction System Using Multi-Sensor IoT and Deep Learning

An integrated AI-powered forest fire detection and prediction system that combines a ground-based wireless sensor network for early smoke and thermal anomaly detection, a deep learning-based fire risk prediction model that forecasts fire probability up to 72 hours in advance using meteorological and vegetation moisture...

Agesta Jenifer A Agesta Jenifer A, Vignesh Perumal L S Vignesh Perumal L S, JaiSoorya J JaiSoorya J et al. · 0 citations
Jul 2026

Disaster Response and Emergency Management System

Natural and man-made disasters continue to extract a catastrophic toll on human lives, infrastructure, and economies across the world. Between 2000 and 2022, disaster events claimed over 1.9 million lives and caused economic losses exceeding USD 2.97 trillion, with climate change accelerating the frequency and intensit...

Agesta Jenifer A Agesta Jenifer A, Saran S Saran S, Potrivel K Potrivel K et al. · 0 citations

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