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Sanchit Vashisht

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Open access Oct 2026

TRIDENT-Risk: An AI-driven temporal ensemble framework for proactive high-severity accident risk forecasting in Intelligent Transportation Systems

High-severity traffic accidents impose substantial human and economic burdens, necessitating proactive and data-driven risk forecasting mechanisms within intelligent transportation systems. This study proposed TRIDENT-Risk, a temporal risk-driven imbalance-optimized ensemble framework for high-severity accident predict...

Sanchit Vashisht, S. Rani, Fazlullah Khan · 0 citations

AI-Standardized Secure Digital Twins for Smart Home Ecosystems

Digital Twins (DTs) are emerging as foundational components of next-generation communication systems, offering real-time synchronization, predictive modeling, and autonomous control across consumer electronics. However, their integration with AI/ML, edge–cloud infrastructures, and 5G/6G networks significantly enlarges...

Sanchit Vashisht, S. Rani · 1 citation

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