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A crash feature-based allocation method for boundary crash problem in spatial analysis of bicycle crashes Journal article
Ding, Hongliang, Lu, Yuhuan, Sze, N. N., Antoniou, Constantinos, Guo, Yanyong. A crash feature-based allocation method for boundary crash problem in spatial analysis of bicycle crashes[J]. Analytic Methods in Accident Research, 2023, 37, 100251.
Authors:  Ding, Hongliang;  Lu, Yuhuan;  Sze, N. N.;  Antoniou, Constantinos;  Guo, Yanyong
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:12.5/12.3 | Submit date：2023/04/03
Bicycle Crash Frequency Model  Boundary Crashes  Crash Feature-based Allocation Method  Augmented Masked Autoencoder Method  Support Vector Data Description Approach  
A deep generative approach for crash frequency model with heterogeneous imbalanced data Journal article
Ding, Hongliang, Lu, Yuhuan, Sze, N. N., Chen, Tiantian, Guo, Yanyong, Lin, Qinghai. A deep generative approach for crash frequency model with heterogeneous imbalanced data[J]. Analytic Methods in Accident Research, 2022, 34, 100212.
Authors:  Ding, Hongliang;  Lu, Yuhuan;  Sze, N. N.;  Chen, Tiantian;  Guo, Yanyong; et al.
Favorite | TC[WOS]:36 TC[Scopus]:38  IF:12.5/12.3 | Submit date：2022/05/13
Augmented Variational Autoencoder  Crash Frequency Model  Imbalanced Crash Data  Machine Learning  
Fusion convolutional neural network-based interpretation of unobserved heterogeneous factors in driver injury severity outcomes in single-vehicle crashes Journal article
Yu, Hao, Li, Zhenning, Zhang, Guohui, Liu, Pan, Ma, Tianwei. Fusion convolutional neural network-based interpretation of unobserved heterogeneous factors in driver injury severity outcomes in single-vehicle crashes[J]. Analytic Methods in Accident Research, 2021, 30, 100157.
Authors:  Yu, Hao;  Li, Zhenning;  Zhang, Guohui;  Liu, Pan;  Ma, Tianwei
Favorite | TC[WOS]:27 TC[Scopus]:27  IF:12.5/12.3 | Submit date：2021/12/08
Deep Neural Network  Driver Injury Severity  Heterogeneity  Model Interpretation