Construction of collision-type prediction model based on light gradient boosting machine algorithm and elucidation of data causality and relevance by Bayesian network

Traffic Inj Prev. 2022;23(sup1):S181-S182. doi: 10.1080/15389588.2022.2124807. Epub 2022 Nov 1.

Authors

Junhao Wei¹, Yusuke Miyazaki¹, Koji Kitamura², Fusako Sato³

Affiliations

¹ Tokyo Institute of Technology, Meguro, Tokyo, Japan.
² National Institute of Advanced Industrial Science and Technology, Koto, Tokyo, Japan.
³ Japan Automobile Research Institute, Tsukuba, Ibaraki, Japan.

PMID: 37014195
DOI: 10.1080/15389588.2022.2124807

No abstract available

Publication types

Research Support, Non-U.S. Gov't

MeSH terms

Accidents, Traffic*
Algorithms*
Bayes Theorem
Humans
Machine Learning