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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

V. Pandi

h-index 22 View on Semantic Scholar

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Conference Aug 2026

An Innovation of Machine Learning in Mental Health: Predicting Mood in Real-Time using Bio signals from Wearable Devices and Patterns of Mobile Phone Use

Globally, mental health issues are on the rise, and mood assessment approaches rely on episodic self-reports and rare clinician tests. Traditional methods often miss everyday mood swings. A unique machine learning framework that integrates continuous biosignal data from wearable devices with passive behavioral cues fro...

A. Rani, M. Odeh, V. Pandi et al. · 0 citations
Conference Aug 2026

Apply AI with Edge Computing: Creating Low-Latency Inference Possible for Life-or-Death Applications in Healthcare and Industry

Healthcare and industrial automation real-time decision-making are beyond the capabilities of traditional cloud-centric computing infrastructures. Delays caused by centralized infrastructure, bandwidth constraints, and latency can be fatal in some cases. In order to better handle time-sensitive applications, this study...

D. Kalaiselvi, R. Alazaidah, V. Pandi et al. · 0 citations
Review Open access Jul 2026

Machine Learning Framework for Predicting Emerging Cyber Threats

The results show that combining anomaly, temporal, and graph sig-nals improves proactive threat identification while explainability, auditability, and analyst governance improve operational trust.

V. Pandi, D. Yadav · 0 citations

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