Developing new hybrid grey wolf optimization-based artificial neural network for predicting road crash severity

Vittorio Astarita,Sina Shaffiee Haghshenas,Giuseppe Guido,Alessandro Vitale

Transportation Engineering（2023）

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摘要

•The level of the road crash severity is measured in urban roads.•ANN and GWO–ANN are used to predict the level of the road crash severity.•A comparison is made between the two AI models.•A sensitivity analysis is carried out to determine the most important parameters affecting the level of road crash severity.

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关键词

Road safety,Crash severity,Urban roads,Machine learning,GWO algorithm,ANNs,Classification

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