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Discovering spatial and temporal patterns from taxi-based Floating Car Data: a case study from Nanjing

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Pages 617-638 | Received 13 Nov 2016, Accepted 16 Mar 2017, Published online: 29 Mar 2017

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Hiroaki Kingetsu & Hiromitsu Hattori. (2019) Investigation of the Potential of Multi-Agent Traffic Simulations to Find Good Arrangement of Taxiesマルチエージェントシミュレーションによるタクシー営業戦略の改善シナリオの提案. Transactions of the Japanese Society for Artificial Intelligence 34:3, pages C-IA2_1-9.
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Xuefeng Xiao, Xueshi Hou, Chuanmeizi Wang, Yong Li, Pan Hui & Sheng Chen. (2019) Jamcloud: Turning Traffic Jams Into Computation Opportunities–Whose Time Has Come. IEEE Access 7, pages 115797-115815.
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Neema Davis, Gaurav Raina & Krishna Jagannathan. (2018) Taxi Demand Forecasting: A HEDGE-Based Tessellation Strategy for Improved Accuracy. IEEE Transactions on Intelligent Transportation Systems 19:11, pages 3686-3697.
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Xintao Liu, Joseph Y. J. Chow & Songnian Li. (2018) Online monitoring of local taxi travel momentum and congestion effects using projections of taxi GPS-based vector fields. Journal of Geographical Systems 20:3, pages 253-274.
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Yebin Zou, Yijin Chen, Jing He, Gehu Pang & Kaixuan Zhang. (2018) 4D Time Density of Trajectories: Discovering Spatiotemporal Patterns in Movement Data. ISPRS International Journal of Geo-Information 7:6, pages 212.
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. 2018. Informed Urban Transport Systems. Informed Urban Transport Systems 389 411 .
Joseph Y.J. Chow. 2018. Informed Urban Transport Systems. Informed Urban Transport Systems 31 64 .
Hangbin Wu, Hongchao Fan & Shengyuan Wu. (2017) Exploring Spatiotemporal Patterns of Long-Distance Taxi Rides in Shanghai. ISPRS International Journal of Geo-Information 6:11, pages 339.
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