Author

Jian-Ping Hu

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Open access Sep 2026

Multimodal sensor-based response mechanisms of drivers under adverse weather conditions using EEG spectral entropy and prediction entropy

Introduction Whether rain, snow, and fog elicit qualitatively different driver-state dynamics remains unclear. Methods Thirty licensed drivers completed a simulator experiment under clear, rain, snow, and fog conditions, during which subjective scales, electrocardiograms, electroencephalograms, and vehicle data were ac...

Yi Tian, Jian-Ping Hu, Hao Ding et al. · Frontiers in Neuroscience · 0 citations

Open access Aug 2026

Class-Wise Reliability Fusion of Multimodal Driver Responses for Weather-Condition Classification

Multimodal classification often suffers from recognition reliability that is asymmetric across data sources and classes, and its evaluation is frequently complicated by information leakage from overlapping sampling windows. This paper proposes a class-wise-optimized reliability fusion model (CORF), using the classifica...

Yi Tian, Jian-Ping Hu, Wen Dong et al. · Symmetry · 0 citations