Urban Flow
Last updated on
Dec 20, 2022

Using a diversity of big data and deep learning techniques to predict citywide crowd/traffic flows throughout a city.
Related
- Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network
- Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks
- Urban flow prediction from spatiotemporal data using machine learning: A survey
- Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction
- UrbanFM: Inferring Fine-Grained Urban Flows
Publications
Siyuan Feng*, Shuqing Wei, Junbo Zhang, Yexin Li, Jintao Ke, Gaode Chen, Yu Zheng, Hai Yang
IEEE TKDE
Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang
WWW 2021
Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S.Rosenblum, Roger Zimmermann
IEEE TKDE, 2020
Junkai Sun, Junbo Zhang#, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng
ECML-PKDD 2020
Yuxuan Liang, Kun Ouyang, Yiwei Wang, Ye Liu, Junbo Zhang, Yu Zheng, David S. Rosenblum
Information Fusion
Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang
CIKM 2019, Applied Research Track (acceptance rate: 21.8%)
Zheyi Pan*, Zhaoyuan Wang, Weifeng Wang, Yong Yu, Junbo Zhang#, Yu Zheng
CIKM 2019, Applied Research Track (acceptance rate: 21.8%)
Xiuwen Yi, Zhewen Duan, Ting Li, Junbo Zhang#, Tianrui Li, Yu Zheng
[ORAL] KDD 2019, Research Track (acceptance rate: 14.2%)
Zheyi Pan*, Yuxuan Liang, Weifeng Wang, Yong Yu, Yu Zheng, Junbo Zhang
KDD 2019, ADS Track (acceptance rate: 20.7%)
Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng
Predicting flows (e.g. the traffic of vehicles, crowds and bikes), consisting of the in-out traffic at a node and transitions between …
Junbo Zhang#, Yu Zheng, Junkai Sun, Dekang Qi
Predicting flows (e.g. the traffic of vehicles, crowds and bikes), consisting of the in-out traffic at a node and transitions between …
Junbo Zhang#, Yu Zheng, Junkai Sun, Dekang Qi
AI 2018
Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li