Senzhang Wang

Deep Learning for Spatio-Temporal Data Mining: A Survey

Senzhang Wang, Jiannong Cao, Philip S. Yu · IEEE Transactions on Knowledge and Data Engineering · 2020 · 713 citations

Convolutional Neural Network, Machine Vision, Machine Learning +12

Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting

Hao Peng, Hongfei Wang, Bowen Du et al. · Information Sciences · 2020 · 318 citations

Transport Network Analysis, Network Flows, Network Science +10

Deep Irregular Convolutional Residual LSTM for Urban Traffic Passenger Flows Prediction

Bowen Du, Hao Peng, Senzhang Wang et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 285 citations

Convolutional Neural Network, Image Analysis, Machine Learning +14

Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning

Hao Peng, Bowen Du, Mingsheng Liu et al. · Information Sciences · 2021 · 208 citations

Intelligent Traffic Management, Network Flows, Network Science +11

Improving stock market prediction via heterogeneous information fusion

Xi Zhang, Yunjia Zhang, Senzhang Wang et al. · Knowledge-Based Systems · 2017 · 199 citations · Full text

Engineering, Asset Pricing, Data Science +8