Name

Liu Qingchao

Professional Title

Associate Professor

E-mail

lqc@ujs.edu.cn

Short Biography

Education Background

Ph.D. (2012.2-2015.11), Traffic Engineering, Southeast University

Working Experience

2015.12-now, Associate professor of Automotive Engineering Research Institute, Jiangsu University

Teaching Courses

1. 《Traffic and transportation engineering》

2. 《Frontier lecture on transportation system engineering》

Research Fields

1. Intelligent vehicle

2. Intelligent transportation system

Research Projects

1. National Natural Science Foundation of China

2. Natural Science Foundation of Jiangsu Province

Selected Publications

1. First author, Traffic state prediction using ISOMAP manifold learning, Physica A: Statistical Mechanics and its Applications, 2018, 506(2018): 532-541 (SCI)

2. First author, Traffic State Spatial-Temporal Characteristic Analysis and Short-Term Forecasting Based on Manifold Similarity, IEEE Access, 2018, 6, 9690 - 9702 (SCI)

3. First author, Short-Term Traffic Speed Forecasting Based on Attention Convolutional Neural Network for Arterials, Computer-Aided Civil and Infrastructure Engineering, 2018, 33, 999-1016. (SCI)