Bilong Shen

Most-cited papers

1. StepDeep: A Novel Spatial-temporal Mobility Event Prediction Framework based on Deep Neural Network

   Bilong Shen, Xiaodan Liang, Yufeng Ouyang, Miaofeng Liu +2 more

   2018Knowledge Discovery and Data Mining65 citations

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2. V-Tree: Efficient kNN Search on Moving Objects with Road-Network Constraints

   Bilong Shen, Ying Zhao, Guo-Liang Li, Wei-Min Zheng +3 more

   2017IEEE International Conference on Data Engineering52 citations

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3. Dynamic ridesharing

   Bilong Shen, Yan Huang, Ying Zhao

   2016SIGSPACIAL47 citations

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4. Wind speed forecasting using multi-site collaborative deep learning for complex terrain application in valleys

   Dalei Qiao, Shun Wu, Ge Li, Jia-Xing You +2 more

   2022Renewable Energy37 citations

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5. OCEAN: Fast Discovery of High Utility Occupancy Itemsets

   Bilong Shen, Zhaoduo Wen, Ying Zhao, Dongliang Zhou +1 more

   2016Pacific-Asia Conference on Knowledge Discovery and Data Mining27 citations

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6. High-capacity ride-sharing via shortest path clustering on large road networks

   Hao-Jia Zuo, Bo Cao, Ying Zhao, Bilong Shen +2 more

   2020Journal of Supercomputing14 citations

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7. MTL-Deep-STF: A multitask learning based deep spatiotemporal fusion model for outdoor air temperature prediction in building HVAC systems

   Dalei Qiao, Bilong Shen, Xian-Yong Dong, Hao Zheng +2 more

   2022Journal of Building Engineering9 citations

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8. Roo: Route Planning Algorithm for Ride Sharing Systems on Large-Scale Road Networks

   Bilong Shen, Bo Cao, Ying Zhao, Hao-Jia Zuo +2 more

   2019International Conference on Big Data and Smart Computing6 citations

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9. Urban Activity Mining Framework for Ride Sharing Systems Based on Vehicular Social Networks

   Bilong Shen, Wei-Min Zheng, Kathleen M. Carley

   2018Networks and Spatial Economics5 citations

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10. Abnormal Subspace Sparse PCA for Anomaly Detection and Interpretation

    Xing-Yan Bin, Ying Zhao, Bilong Shen

    2016arXiv.org4 citations

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11. Survey on Dynamic Ride Sharing in Big Data Era

    Bilong Shen, Ying Zhao, Yan Huang, Wei-Ming Zheng

    20173 citations

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12. A large-scale distributed parallel discrete event simulation engines based on Warped2 for Wargaming simulation

    Xiao-Ning Jia, Ruilin Kong, Guangya Si, Bilong Shen +1 more

    2025arXiv.org0 citations

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13. The Sigspatial Special Newsletter of the Association for Computing Machinery Special Interest Group on Spatial Information the Sigspatial Special Table of Contents Section 1: Special Issue on Mobile Data Analytics Introduction to This Special Issue: Mobile Data Analytics…………...………...………. Chi-yin Cho

    Chair, M. Mokbel, Chi-Yin Chow, Yan-Bing Shen +25 more

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