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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

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Wen-Jun Wu

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Conference Sep 2026

Fair channel ablation and cost-sensitive classification for EEG-based driver fatigue detection: engineering guidelines from real-world driving

Wearable EEG fatigue monitoring requires principled channel selection and robust classification under class imbalance. We introduce a fair per-channel-only ablation protocol for binary fatigue detection—alert (KSS ≤ 6) vs. fatigue (KSS ≥ 7)— applied to 64-channel EEG from 99 real-driving participants (534 trials). Each...

Bing Li, Xiao-Liang Wang, Wen-Jun Wu · 0 citations

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