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 · 765 citations

Computing, Computer Science, Urban Planning +17

Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting

Hao Peng, Hongfei Wang, Bowen Du et al. · Information Sciences · 2020 · 332 citations

Engineering, Data Science, Forecasting +11

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 · 292 citations

Engineering, Computer Science, Transport +16

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

Hao Peng, Bowen Du, Mingsheng Liu et al. · Information Sciences · 2021 · 219 citations

Computing, Data Science, Machine Learning +15

Improving stock market prediction via heterogeneous information fusion

Xi Zhang, Yunjia Zhang, Senzhang Wang et al. · Knowledge-Based Systems · 2017 · 202 citations · Full text

Computing, Data Science, Finance +14