Weighted spatio-temporal taxi trajectory big data mining for regional traffic estimation
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DOI: 10.1016/j.physa.2021.126645
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References listed on IDEAS
- Disheng Yi & Yusi Liu & Jiahui Qin & Jing Zhang, 2020. "Identifying Urban Traveling Hotspots Using an Interaction-Based Spatio-Temporal Data Field and Trajectory Data: A Case Study within the Sixth Ring Road of Beijing," Sustainability, MDPI, vol. 12(22), pages 1-20, November.
- Zheng, Linjiang & Xia, Dong & Zhao, Xin & Tan, Longyou & Li, Hang & Chen, Li & Liu, Weining, 2018. "Spatial–temporal travel pattern mining using massive taxi trajectory data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 501(C), pages 24-41.
- Dandan Chen & Yong Zhang & Liangpeng Gao & Nana Geng & Xuefeng Li, 2017. "The impact of rainfall on the temporal and spatial distribution of taxi passengers," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-16, September.
- Xiaoling Tao & Yang Peng & Feng Zhao & Peichao Zhao & Yong Wang, 2018. "A parallel algorithm for network traffic anomaly detection based on Isolation Forest," International Journal of Distributed Sensor Networks, , vol. 14(11), pages 15501477188, November.
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Cited by:
- Hu, Junjie & Hu, Cheng & Yang, Jiayu & Bai, Jun & Lee, Jaeyoung Jay, 2024. "Do traffic flow states follow Markov properties? A high-order spatiotemporal traffic state reconstruction approach for traffic prediction and imputation," Chaos, Solitons & Fractals, Elsevier, vol. 183(C).
- Zeng, Jie & Xiong, Yong & Liu, Feiyang & Ye, Junqing & Tang, Jinjun, 2022. "Uncovering the spatiotemporal patterns of traffic congestion from large-scale trajectory data: A complex network approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 604(C).
- Dokuz, Yesim & Dokuz, Ahmet Sakir, 2023. "Time-persistent regions discovery of taxi trajectory big datasets based on regional spatio-temporal velocity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 623(C).
- Xueting Zhao & Liwei Hu & Xingzhong Wang & Jiabao Wu, 2022. "Study on Identification and Prevention of Traffic Congestion Zones Considering Resilience-Vulnerability of Urban Transportation Systems," Sustainability, MDPI, vol. 14(24), pages 1-23, December.
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Keywords
Regional traffic velocity estimation; Regional traffic condition monitoring; Weighted spatio-temporal pattern mining; Big data mining; Taxi trajectory dataset;All these keywords.
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