Dewang Chen

Intelligent Train Operation Algorithms for Subway by Expert System and Reinforcement Learning

Jiateng Yin, Dewang Chen, Lingxi Li · IEEE Transactions on Intelligent Transportation Systems · 2014 · 179 citations

Artificial Intelligence, Railway Traffic, Intelligent Traffic Management +15

Forecasting the Short-Term Metro Ridership With Seasonal and Trend Decomposition Using Loess and LSTM Neural Networks

Dewang Chen, Jianhua Zhang, Shixiong Jiang · IEEE Access · 2020 · 125 citations · Full text

Lstm Neural Network, Forecasting Methodology, Engineering +15

Train timetabling with dynamic and random passenger demand: A stochastic optimization method

Congcong Gong, Jungang Shi, Yanhui Wang et al. · Transportation Research Part C Emerging Technologies · 2021 · 86 citations

Mathematical Programming, Stochastic Optimization Method, Railway Traffic +12

Multi-Dimensional Traffic Congestion Detection Based on Fusion of Visual Features and Convolutional Neural Network

Xiao Ke, Ling-Feng Shi, Wenzhong Guo et al. · IEEE Transactions on Intelligent Transportation Systems · 2018 · 85 citations

Convolutional Neural Network, Engineering, Traffic Flow +16

Online Learning Algorithms for Train Automatic Stop Control Using Precise Location Data of Balises

Dewang Chen, Rong Chen, Yidong Li et al. · IEEE Transactions on Intelligent Transportation Systems · 2013 · 77 citations

Artificial Intelligence, Incremental Learning, Engineering +19