Data Science

Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting
IEEE TKDE
Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan*, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann
PDF Cite Project DOI Article
Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting
Forecasting Fine-grained Urban Flow via Spatio-temporal Contrastive Self-Supervision
IEEE TKDE
Hao Qu, Yongshun Gong, Meng Chen, Junbo Zhang, Yu Zheng, Yilong Yin
PDF Cite Project DOI Article
Forecasting Fine-grained Urban Flow via Spatio-temporal Contrastive Self-Supervision
Shortening passengers' travel time: A dynamic metro train scheduling approach using deep reinforcement learning
IEEE TKDE
Zhaoyuan Wang, Zheyi Pan*, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng
PDF Cite DOI Article
Fine-grained Urban Flow Inference with Incomplete Data
IEEE TKDE
Jiyue Li*, Senzhang Wang, Jiaqiang Zhang, Hao Miao, Junbo Zhang, Philip Yu
Cite Project Article
Fine-grained Urban Flow Inference with Incomplete Data
IEEE TKDE
Jiyue Li*, Senzhang Wang, Jiaqiang Zhang, Hao Miao, Junbo Zhang, Philip Yu
PDF Cite Project DOI Article
Cross-domain knowledge graph chiasmal embedding for multi-domain item-item recommendation
IEEE TKDE
Jia Liu, Wei Huang, Tianrui Li, Shenggong Ji, Junbo Zhang
PDF Cite DOI Article
Urban flow pattern mining based on multi-source heterogeneous data fusion and knowledge graph embedding
IEEE TKDE
Jia Liu, Tianrui Li, Shenggong Ji, Peng Xie, Shengdong Du, Fei Teng, Junbo Zhang
PDF Cite
Urban flow pattern mining based on multi-source heterogeneous data fusion and knowledge graph embedding
IEEE TKDE
Jia Liu, Tianrui Li, Shenggong Ji, Peng Xie, Shengdong Du, Fei Teng, Junbo Zhang
PDF Cite DOI
Gas-Theft Suspect Detection among Boiler Room Users: A Data-Driven Approach
IEEE TKDE
Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng
PDF Cite DOI