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

Author

Rahul Haripriya

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3 papers indexed here

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Open access Aug 2026

A real- time spatial occupancy based framework for predicting green signal time

A real-time, spatial occupancy–driven framework for adaptive green signal prediction built upon a novel hybrid two-stream detection architecture integrated with a visibility-aware fusion mechanism, offering the research community a benchmark framework for integrating perception-aware learning into traffic management, s...

Nikhil Nigam, Sumit Kumar Gupta, Dhirendra Pratap Singh et al. · 0 citations
Open access Aug 2026

Hierarchical federated edge learning with criticality-aware aggregation for privacy-preserving fetal health classification

A novel Criticality-Aware Federated Learning framework with Hierarchical Edge Aggregation, designated as FedCrit-HEA, which achieves a global macro-averaged F1-score of 0.904 and a pathological-class recall of 84.2% on the UCI partition, and reduces wide-area network communication overhead by up to 75% compared to conv...

Laxmi Rajani, Pragati Agrawal, Nilay Khare et al. · 0 citations
Jul 2026

Flip-med: federated learning for innovative precision medicine - enhancing data privacy and predictive performance

This probe examines the utilization of federated learning enhanced with differential privacy to tackle difficulties while upholding a high level of predicted precision and evaluates the effectiveness of federated models in comparison with typical centralized models by employing sophisticated machine learning techniques...

Rahul Haripriya, Nilay Khare, M. Pandey et al. · 1 citation

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