Convolutional neural networks with refined loss functions for the real-time crash risk analysis

Published 2020 View Full Article

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Title
Convolutional neural networks with refined loss functions for the real-time crash risk analysis
Authors
Keywords
Real-time crash risk analysis, Convolutional Neural Network (CNN), Focal loss, Temporal and spatial operational features, Imbalanced data issue
Journal
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
Volume 119, Issue -, Pages 102740
Publisher
Elsevier BV
Online
2020-08-07
DOI
10.1016/j.trc.2020.102740

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