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
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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
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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
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Fine-grained Urban Flow Inference with Incomplete Data
IEEE TKDE
Jiyue Li*, Senzhang Wang, Jiaqiang Zhang, Hao Miao, Junbo Zhang, Philip Yu
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Cross-domain knowledge graph chiasmal embedding for multi-domain item-item recommendation
IEEE TKDE
Jia Liu, Wei Huang, Tianrui Li, Shenggong Ji, Junbo Zhang
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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
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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
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