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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Nagarajan Jeyaraman

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Open access Jul 2026

An Explainable Ensemble Machine Learning Framework for Predictive Maintenance in Industrial IoT Systems Using Multi-Sensor Data

The proposed explainable ensemble ML framework can support the development of intelligent and trustworthy PM using IIoT in Industry 4.0 and provides high accuracy for fault prediction, while it is also explainable.

C. Murugamani, P. L. Parmar, K. Manivannan et al. · 0 citations
Open access Aug 2026

A Multi-Model Machine Learning Approach for Predictive Analytics and Intelligent Decision Making

A multi-model framework using wearable sensor data to improve early disease risk prediction and support timely clinical decisions enables more robust and interpretable disease risk predictions and supports health monitoring, early clinical interventions as well as evidence-based clinical and healthcare decisions.

K. Manivannan · 0 citations

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