Comparing resampling algorithms and classifiers for modeling traffic risk prediction

• المؤلفون الرئيسيون: Wang, Bo, Zhang, Chi, Wong, Yiik Diew, Hou, Lei, Zhang, Min, Xiang, Yujie
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Civil engineering; Traffic Crash Risk Prediction; Resampling Algorithms
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/168557
• المؤسسة: Nanyang Technological University

Road infrastructure has significant effects on road traffic safety and needs further examination. In terms of traffic crash prediction, recent studies have started to develop deep learning classification algorithms. However, given the uncertainty of traffic crashes, predicting the traffic risk poten...