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A Two-Layer Stacking Model for Expressway Traffic Accident Rate Prediction: Leveraging Neural Networks and Tree-Based Models

Given the high casualty rate on expressways, this study aimed to accurately predict traffic accident rates and the key factors influencing them. Taking an expressway in Southern China as the research object, we constructed a two-layer stacking model integrating neural networks and tree models, based...

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Principais autores: Yanting Hu, Shifeng Niu, Chenhao Zhao, Jianyu Song
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2025-09-01
Series:Applied Sciences
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Acceso en liña:https://www.mdpi.com/2076-3417/15/19/10538
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