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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.
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TC[WOS]:
36
TC[Scopus]:
38
IF:
12.5
/
12.3
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Submit date：2022/05/13
Augmented Variational Autoencoder
Crash Frequency Model
Imbalanced Crash Data
Machine Learning
