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A deep generative approach for crash frequency model with heterogeneous imbalanced data Journal article
Analytic Methods in Accident Research, 2022,Volume: 34
Authors:  Ding, Hongliang;  Lu, Yuhuan;  Sze, N. N.;  Chen, Tiantian;  Guo, Yanyong;  Lin, Qinghai
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2022/05/13
Augmented Variational Autoencoder  Crash Frequency Model  Imbalanced Crash Data  Machine Learning  
A resampling approach to disaggregate analysis of bus-involved crashes using panel data with excessive zeros Journal article
Accident Analysis and Prevention, 2022,Volume: 164
Authors:  Chen, Tiantian;  Lu, Yuhuan;  Fu, Xiaowen;  Sze, N. N.;  Ding, Hongliang
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2022/02/21
Bus Safety  Crash Frequency Model  Excessive Zeros  Resampling Approach