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Yuhao Kang, Kunlin Wu, Song Gao, Ignavier Ng, Jinmeng Rao, Shan Ye, Fan Zhang & Teng Fei. (2022) STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity. International Journal of Geographical Information Science 36:8, pages 1518-1549.
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Qingqing Chen & Ate Poorthuis. (2021) Identifying home locations in human mobility data: an open-source R package for comparison and reproducibility. International Journal of Geographical Information Science 35:7, pages 1425-1448.
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Ziye Guo, Hui Liu, Lei Pang, Li Fang & Wenna Dou. (2021) DBSCAN-based point cloud extraction for Tomographic synthetic aperture radar (TomoSAR) three-dimensional (3D) building reconstruction. International Journal of Remote Sensing 42:6, pages 2327-2349.
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Xujiao Wang & Yihong Yuan. (2021) Modeling User Activity Space from Location-Based Social Media: A Case Study of Weibo. The Professional Geographer 73:1, pages 96-114.
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Dawn P. Witherspoon, Rebecca M. B. White, Mayra Y. Bámaca, Christopher R. Browning, Tamara G. J. Leech, Tama Leventhal, Stephen A. Matthews, Nicolo Pinchak, Amanda L. Roy, Naomi Sugie & Erin N. Winkler. (2023) Place‐Based Developmental Research: Conceptual and Methodological Advances in Studying Youth Development in Context. Monographs of the Society for Research in Child Development 88:3, pages 7-130.
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Mariana A. Costa, Alessio D. Marra & Francesco Corman. (2023) Public Transport Commuting Analytics: A Longitudinal Study Based on GPS Tracking and Unsupervised Learning. Data Science for Transportation 5:3.
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Yapan Liu & Bing Dong. (2023) Modeling urban scale human mobility through big data analysis and machine learning. Building Simulation.
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Jianying Wang, Mei-Po Kwan, Gezhi Xiu, Yuxia Wang & Yu Liu. (2023) Extracting hierarchical boundaries of places from noisy geotagged user-generated content. International Journal of Applied Earth Observation and Geoinformation 122, pages 103455.
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Wenjing Li, Haoran Zhang, Jinyu Chen, Peiran Li, Yuhao Yao, Xiaodan Shi, Mariko Shibasaki, Hill Hiroki Kobayashi, Xuan Song & Ryosuke Shibasaki. (2023) Metagraph-Based Life Pattern Clustering With Big Human Mobility Data. IEEE Transactions on Big Data 9:1, pages 227-240.
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Avipsa Roy, Trisalyn Nelson & Pavan Turaga. (2023) Functional data analysis approach for mapping change in time series: A case study using bicycle ridership patterns. Transportation Research Interdisciplinary Perspectives 17, pages 100752.
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Wenjing Li, Haoran Zhang, Ryosuke Shibasaki, Jinyu Chen & Hill Hiroki Kobayashi. 2023. Handbook of Mobility Data Mining. Handbook of Mobility Data Mining
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Xiaoqi Shen, Wenzhong Shi, Zhewei Liu, Anshu Zhang, Lukang Wang & Fanxin Zeng. (2022) Extracting Human Activity Areas from Large-Scale Spatial Data with Varying Densities. ISPRS International Journal of Geo-Information 11:7, pages 397.
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Meng Xia, Xiaohui Tang, Ying Wang, Can Li, Yong Wei, Jiaju Zhang, Xuexin Du & Yongkang Dong. (2022) Application of Distributed Brillouin Optical Fiber Sensor and MVO-DBSCAN for OPGW Outlier Identification. Application of Distributed Brillouin Optical Fiber Sensor and MVO-DBSCAN for OPGW Outlier Identification.
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Xiaohong Yu, Wei Long, Yanyan Li, Lin Gao & Xiaoqiu Shi. (2022) Trajectory dimensionality reduction and hyperparameter settings of DBSCAN for trajectory clustering. IET Intelligent Transport Systems 16:5, pages 691-710.
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Alessio D. Marra, Linghang Sun & Francesco Corman. (2022) The impact of COVID-19 pandemic on public transport usage and route choice: Evidences from a long-term tracking study in urban area. Transport Policy 116, pages 258-268.
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Jinmeng Rao, Song Gao, Mingxiao Li & Qunying Huang. (2021) A privacy‐preserving framework for location recommendation using decentralized collaborative machine learning. Transactions in GIS 25:3, pages 1153-1175.
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Hu-Chen Liu, Xu-Qi Chen, Jian-Xin You & Zhiwu Li. (2021) A New Integrated Approach for Risk Evaluation and Classification With Dynamic Expert Weights. IEEE Transactions on Reliability 70:1, pages 163-174.
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Jed Long & Darja Reuschke. (2021) Daily mobility patterns of small business owners and homeworkers in post-industrial cities. Computers, Environment and Urban Systems 85, pages 101564.
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Xinyi Liu, Qunying Huang, Song Gao & Jizhe Xia. (2021) Activity knowledge discovery: Detecting collective and individual activities with digital footprints and open source geographic data. Computers, Environment and Urban Systems 85, pages 101551.
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Zhipeng Gui, Dehua Peng, Huayi Wu & Xi Long. (2020) MSGC: Multi-scale grid clustering by fusing analytical granularity and visual cognition for detecting hierarchical spatial patterns. Future Generation Computer Systems 112, pages 1038-1056.
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Hao Li, Benjamin Herfort, Wei Huang, Mohammed Zia & Alexander Zipf. (2020) Exploration of OpenStreetMap missing built-up areas using twitter hierarchical clustering and deep learning in Mozambique. ISPRS Journal of Photogrammetry and Remote Sensing 166, pages 41-51.
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Aliff Nawi, Zalmizy Hussin, Chua Chy Ren, Nurfatin Syahirah Norsaidi & Muhammad Syafiq Mohd Pozi. 2020. Digital Libraries at Times of Massive Societal Transition. Digital Libraries at Times of Massive Societal Transition
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Yuhao Kang, Qingyuan Jia, Song Gao, Xiaohuan Zeng, Yueyao Wang, Stephan Angsuesser, Yu Liu, Xinyue Ye & Teng Fei. (2019) Extracting human emotions at different places based on facial expressions and spatial clustering analysis. Transactions in GIS 23:3, pages 450-480.
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