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Articles

Spatio-Temporal Analytics for Exploring Human Mobility Patterns and Urban Dynamics in the Mobile Age

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Jinmeng Rao, Song Gao & Sijia Zhu. (2023) CATS: Conditional Adversarial Trajectory Synthesis for privacy-preserving trajectory data publication using deep learning approaches. International Journal of Geographical Information Science 37:12, pages 2538-2574.
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Ximeng Cheng, Jianying Wang, Haifeng Li, Yi Zhang, Lun Wu & Yu Liu. (2021) A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence. International Journal of Geographical Information Science 35:10, pages 2002-2025.
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Zhensheng Wang, Yang Yue, Biao He, Ke Nie, Wei Tu, Qingyun Du & Qingquan Li. (2021) A Bayesian spatio-temporal model to analyzing the stability of patterns of population distribution in an urban space using mobile phone data. International Journal of Geographical Information Science 35:1, pages 116-134.
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Pengfei Chen, Wenzhong Shi, Xiaolin Zhou, Zhewei Liu & Xuandi Fu. (2019) STLP-GSM: a method to predict future locations of individuals based on geotagged social media data. International Journal of Geographical Information Science 33:12, pages 2337-2362.
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Petr Kubíček, Milan Konečný, Zdeněk Stachoň, Jie Shen, Lukáš Herman, Tomáš Řezník, Karel Staněk, Radim Štampach & Šimon Leitgeb. (2019) Population distribution modelling at fine spatio-temporal scale based on mobile phone data. International Journal of Digital Earth 12:11, pages 1319-1340.
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Sandeep Mudigonda, Kaan Ozbay & Bekir Bartin. (2019) Evaluating the resilience and recovery of public transit system using big data: Case study from New Jersey. Journal of Transportation Safety & Security 11:5, pages 491-519.
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Xinyi Liu, Qunying Huang & Song Gao. (2019) Exploring the uncertainty of activity zone detection using digital footprints with multi-scaled DBSCAN. International Journal of Geographical Information Science 33:6, pages 1196-1223.
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Chao Yang, Meng Xiao, Xuan Ding, Wenwen Tian, Yong Zhai, Jie Chen, Lei Liu & Xinyue Ye. (2019) Exploring human mobility patterns using geo-tagged social media data at the group level. Journal of Spatial Science 64:2, pages 221-238.
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Seyedmostafa Zahedi & Yousef Shafahi. (2018) Estimating activity patterns using spatio-temporal data of cell phone networks. International Journal of Urban Sciences 22:2, pages 162-179.
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Ling Cai, Jun Xu, Ju Liu & Tao Pei. (2018) Integrating spatial and temporal contexts into a factorization model for POI recommendation. International Journal of Geographical Information Science 32:3, pages 524-546.
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Zhixiang Fang, Xiping Yang, Yang Xu, Shih-Lung Shaw & Ling Yin. (2017) Spatiotemporal model for assessing the stability of urban human convergence and divergence patterns. International Journal of Geographical Information Science 31:11, pages 2119-2141.
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