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TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System
IEEE TKDE
Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng
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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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Predicting Fine-Grained Air Quality Based on Deep Neural Networks
IEEE TBD
Xiuwen Yi, Zhewen Duan, Ruiyuan Li, Junbo Zhang, Tianrui Li, Yu Zheng
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Federated Digital Gateway: Methodologies, Tools and Applications
IEEE Intelligent Systems
Yang Liu, Ruolan Wang, Shishuai Du, Junbo Zhang, Yu Zheng
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Federated Digital Gateway: Methodologies, Tools and Applications
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks
IEEE TKDE, 2020
Junkai Sun, Junbo Zhang#, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng
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Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks
Spatio-Temporal Meta Learning for Urban Traffic Prediction
IEEE TKDE
Zheyi Pan*, Wentao Zhang, Yuxuan Liang, Weinan Zhang, Yong Yu, Junbo Zhang#, Yu Zheng
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Spatio-Temporal Meta Learning for Urban Traffic Prediction
Federated Forest
IEEE TBD
Yang Liu, Yingting Liu, Zhijie Liu, Yuxuan Liang, Chuishi Meng, Junbo Zhang#, Yu Zheng
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Federated Forest
Predicting and ranking box office revenue of movies based on big data
Information Fusion
Zhaoyuan Wang, Junbo Zhang, Shenggong Ji, Chuishi Meng, Tianrui Li, Yu Zheng
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Predicting and ranking box office revenue of movies based on big data
Urban flow prediction from spatiotemporal data using machine learning: A survey
Information Fusion
Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang
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Urban flow prediction from spatiotemporal data using machine learning: A survey
Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning
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
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Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning