Qichun Bing

A Hybrid Short-Term Traffic Flow Prediction Model Based on Singular Spectrum Analysis and Kernel Extreme Learning Machine

Qiang Shang, Ciyun Lin, Zhaosheng Yang et al. · PLoS ONE · 2016 · 41 citations · Full text

Traffic Theory, Engineering, Machine Learning +13

Research on Short‐Term Traffic Flow Prediction Method Based on Similarity Search of Time Series

Zhaosheng Yang, Qichun Bing, Ciyun Lin et al. · Mathematical Problems in Engineering · 2014 · 25 citations · Full text

Short-Term Traffic Flow Local Prediction Based on Combined Kernel Function Relevance Vector Machine Model

Qichun Bing, Bowen Gong, Zhaosheng Yang et al. · Mathematical Problems in Engineering · 2015 · 22 citations · Full text

Search Optimization, Engineering, Machine Learning +18

Short-term traffic flow prediction model using particle swarm optimization–based combined kernel function-least squares support vector machine combined with chaos theory

Qiang Shang, Ciyun Lin, Zhaosheng Yang et al. · Advances in Mechanical Engineering · 2016 · 20 citations · Full text

Search Optimization, Traffic Theory, Engineering +16

A Hybrid Short-Term Traffic Flow Multistep Prediction Method Based on Variational Mode Decomposition and Long Short-Term Memory Model

Qichun Bing, Fuxin Shen, Xiufeng Chen et al. · Discrete Dynamics in Nature and Society · 2021 · 15 citations · Full text

Traffic Theory, Engineering, Traffic Flow +15