Yinhai Wang

Overview

Best Publications

• Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

  Xiaolei Ma;Zhimin Tao;Yinhai Wang;Haiyang Yu

  2211
  Citations

• Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting

  Zhiyong Cui;Kristian Henrickson;Ruimin Ke;Yinhai Wang

  866
  Citations

• Mining smart card data for transit riders’ travel patterns

  Xiaolei Ma;Yao Jan Wu;Yinhai Wang;Feng Chen

  741
  Citations

• Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values

  Unknown

  604
  Citations

• Large-scale transportation network congestion evolution prediction using deep learning theory.

  Xiaolei Ma;Haiyang Yu;Yunpeng Wang;Yinhai Wang

  573
  Citations

• Human-like autonomous car-following model with deep reinforcement learning

  Meixin Zhu;Meixin Zhu;Meixin Zhu;Xuesong Wang;Xuesong Wang;Yinhai Wang

  508
  Citations

• Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction.

  Zhiyong Cui;Ruimin Ke;Yinhai Wang

  425
  Citations

• Safe, efficient, and comfortable velocity control based on reinforcement learning for autonomous driving

  Meixin Zhu;Meixin Zhu;Yinhai Wang;Ziyuan Pu;Jingyun Hu

  406
  Citations

• An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic

  Jinjun Tang;Fang Liu;Yajie Zou;Weibin Zhang

  379
  Citations

• Short-term traffic flow prediction based on spatio-temporal analysis and CNN deep learning

  Weibin Zhang;Yinghao Yu;Yong Qi;Feng Shu

  355
  Citations

• Uncovering urban human mobility from large scale taxi GPS data

  Jinjun Tang;Jinjun Tang;Fang Liu;Yinhai Wang;Hua Wang

  301
  Citations

• Real-Time Traffic Flow Parameter Estimation From UAV Video Based on Ensemble Classifier and Optical Flow

  Ruimin Ke;Zhibin Li;Jinjun Tang;Zewen Pan

  291
  Citations

• Accessibility impacts of China’s high-speed rail network

  Jing Cao;Jing Cao;Xiaoyue Cathy Liu;Yinhai Wang;Qingquan Li;Qingquan Li

  280
  Citations

• Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies

  Zhengchao Zhang;Meng Li;Xi Lin;Yinhai Wang;Yinhai Wang

  274
  Citations

• A hybrid approach to integrate fuzzy C-means based imputation method with genetic algorithm for missing traffic volume data estimation

  Jinjun Tang;Guohui Zhang;Yinhai Wang;Yinhai Wang;Hua Wang

  235
  Citations

• Estimating the risk of collisions between bicycles and motor vehicles at signalized intersections.

  Yinhai Wang;Nancy L. Nihan

  228
  Citations

• Video-Based Vehicle Detection and Classification System for Real-Time Traffic Data Collection Using Uncalibrated Video Cameras

  Guohui Zhang;Ryan Patrick Avery;Yinhai Wang

  223
  Citations

• A Smart, Efficient, and Reliable Parking Surveillance System With Edge Artificial Intelligence on IoT Devices

  Ruimin Ke;Yifan Zhuang;Ziyuan Pu;Yinhai Wang

  219
  Citations

• An Advanced Method For Detecting Possible Near Miss Ship Collisions From AIS Data

  Weibin Zhang;Floris Goerlandt;Pentti Kujala;Yinhai Wang

  217
  Citations

• Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting

  Zhiyong Cui;Kristian Henrickson;Ruimin Ke;Ziyuan Pu

  206
  Citations

• Profit distribution in collaborative multiple centers vehicle routing problem

  Yong Wang;Xiaolei Ma;Zhibin Li;Yong Liu

  189
  Citations

• Extracting Roadway Background Image: Mode-Based Approach

  Jianyang Zheng;Yinhai Wang;Nancy L Nihan;Mark E Hallenbeck

  176
  Citations

• Vehicle Routing Problem: Simultaneous Deliveries and Pickups with Split Loads and Time Windows

  Yong Wang;Xiaolei Ma;Yunteng Lao;Yinhai Wang

  36
  Citations