Failure Zone Detection and Explainability in Machine Learning–Based Pavement Condition Prediction

논문 상세보기

Sungjin Hong, Jeongyeon Cho, Kyungyoung Yu, Myongjin Oh, Intai Kim

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한국도로학회 (Korean Society of Road Engineers)

키워드

Pavement Management System(PMS)Machine Learning(ML)Prediction Failure ZoneExplainabe AI(XAI)Residual AnalysisFeature Importance

저자

Sungjin Hong(Ph.D. Student, Dept. of Transportation, Myongji University, Gyeonggido, Republic of Korea) Corresponding author
Jeongyeon Cho(Ph.D. Student, Dept. of Transportation, Myongji University, Gyeonggido, Republic of Korea)
Kyungyoung Yu(Master’s Student, Dept. of Transportation, Myongji University, Gyeonggido, Republic of Korea)
Myongjin Oh(Master’s Student, Dept. of Transportation, Myongji University, Gyeonggido, Republic of Korea)
Intai Kim(Professor, Dept. of Smart Mobility Engineering, Myongji University, Gyeonggido, Republic of Korea)

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