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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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Zhaolei Zhang

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Aug 2026

Addressing data limitations in autonomous vehicles crash severity analysis: A hybrid framework for small samples and sample imbalance.

OBJECTIVE This study aimed to address key data limitations in autonomous vehicle (AV) crash-severity analysis, including small samples and sample imbalance, and to identify interpretable risk factors associated with injury outcomes in AV crashes. METHODS A verified dataset of 2,946 AV crash events from 2015 to 2024 w...

Feng Tang, Ruien Wu, Ning Li et al. · 0 citations

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