Dongfang Ma

Daily Traffic Flow Forecasting Through a Contextual Convolutional Recurrent Neural Network Modeling Inter- and Intra-Day Traffic Patterns

Dongfang Ma, Xiang Song, Pu Li · IEEE Transactions on Intelligent Transportation Systems · 2020 · 177 citations

Computing, Computer Science, Forecasting +15

Daily long-term traffic flow forecasting based on a deep neural network

Licheng Qu, Wei Li, Wenjing Li et al. · Expert Systems with Applications · 2018 · 172 citations

Computing, Computer Science, Data Science +14

Method for simultaneously optimizing ship route and speed with emission control areas

Dongfang Ma, Weihao Ma, Sheng Jin et al. · Ocean Engineering · 2020 · 111 citations

Engineering, Industrial Engineering, Marine Engineering +14

A Deep Reinforcement Learning Approach to Traffic Signal Control With Temporal Traffic Pattern Mining

Dongfang Ma, Bin Zhou, Xiang Song et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 96 citations

Computing, Computer Science, Computer Vision +16

Neural Network Model-Based Reinforcement Learning Control for AUV 3-D Path Following

Dongfang Ma, Xi Chen, Weihao Ma et al. · IEEE Transactions on Intelligent Vehicles · 2023 · 93 citations

Engineering, Computer Science, Robotics Engineering +17