Support vector machine for short-term traffic flow prediction and improvement of its model training using nearest neighbor approach

TD Toan, VH Truong - Transportation research record, 2021 - journals.sagepub.com
Short-term prediction of traffic flow is essential for the deployment of intelligent transportation
systems. In this paper we present an efficient method for short-term traffic flow prediction …

Short-term travel-time prediction using support vector machine and nearest neighbor method

M Meng, TD Toan, YD Wong… - Transportation research …, 2022 - journals.sagepub.com
This paper presents an investigation into the performance of support vector machine (SVM)
in short-term travel-time prediction in comparison with baseline methods, including the …