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International Journal of Geographical Information Science Volume 29, 2015 - Issue 12
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Original Articles

Robust inferences of travel paths from GPS trajectories

Hengfeng LiDepartment of Computing and Information Systems, The University of Melbourne, Melbourne, AustraliaCorrespondence[email protected]
,
Lars KulikDepartment of Computing and Information Systems, The University of Melbourne, Melbourne, Australia
&
Kotagiri RamamohanaraoDepartment of Computing and Information Systems, The University of Melbourne, Melbourne, Australia
Pages 2194-2222 | Received 12 Apr 2015, Accepted 07 Jul 2015, Published online: 29 Jul 2015

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Adam Millard-Ball, Robert C. Hampshire & Rachel R. Weinberger. (2019) Map-matching poor-quality GPS data in urban environments: the pgMapMatch package. Transportation Planning and Technology 42:6, pages 539-553.
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Can Yang & Győző Gidófalvi. (2018) Fast map matching, an algorithm integrating hidden Markov model with precomputation. International Journal of Geographical Information Science 32:3, pages 547-570.
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Articles from other publishers (19)

Adrian Wöltche. (2023) Open source map matching with Markov decision processes: A new method and a detailed benchmark with existing approaches. Transactions in GIS 27:7, pages 1959-1991.
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Zhixiong Jin, Jiwon Kim, Hwasoo Yeo & Seongjin Choi. (2022) Transformer-based map-matching model with limited labeled data using transfer-learning approach. Transportation Research Part C: Emerging Technologies 140, pages 103668.
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Wenfeng Li, Wenwen Zhang & Cong Gao. (2022) A Historical-Trajectories-Based Map Matching Algorithm for Container Positioning and Tracking. Sensors 22:8, pages 3057.
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Chunchun Hu & Si Chen. (2021) Massively Parallel Discovery of Loosely Moving Congestion Patterns from Trajectory Data. ISPRS International Journal of Geo-Information 10:11, pages 787.
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Andreas Ritter, Fabio Widmer, Jen Wei Niam, Philipp Elbert & Christopher Onder. (2021) Real-Time Graph Construction Algorithm for Probabilistic Predictions in Vehicular Applications. IEEE Transactions on Vehicular Technology 70:6, pages 5483-5498.
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Haiyan Zhang, Yonglong Luo, Qingying Yu, Xiaoyao Zheng & Xuejing Li. (2021) Map-matching approach based on link factor and hidden Markov model. Journal of Intelligent & Fuzzy Systems 40:3, pages 5455-5471.
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Ge Cui, Wentao Bian & Xin Wang. (2021) Hidden Markov map matching based on trajectory segmentation with heading homogeneity. GeoInformatica 25:1, pages 179-206.
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Zhijia Liu, Jie Fang, Yingfang Tong & Mengyun Xu. (2021) Deep learning enabled vehicle trajectory map‐matching method with advanced spatial–temporal analysis. IET Intelligent Transport Systems 14:14, pages 2052-2063.
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Mauro Coni, Francesca Maltinti, Francesco Pinna, Nicoletta Rassu, Chiara Garau, Benedetto Barabino & Giulio Maternini. 2020. Computational Science and Its Applications – ICCSA 2020. Computational Science and Its Applications – ICCSA 2020 658 672 .
Junchuan Fan, Cheng Fu, Kathleen Stewart & Lei Zhang. (2019) Using big GPS trajectory data analytics for vehicle miles traveled estimation. Transportation Research Part C: Emerging Technologies 103, pages 298-307.
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Tingting Li, Jianping Wu, Anrong Dang, Lyuchao Liao & Ming Xu. (2019) Emission pattern mining based on taxi trajectory data in Beijing. Journal of Cleaner Production 206, pages 688-700.
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Carlo Liberto, Gaetano Valenti, Silvia Orchi, Maria Lelli, Marialisa Nigro & Marina Ferrara. (2018) The Impact of Electric Mobility Scenarios in Large Urban Areas: The Rome Case Study. IEEE Transactions on Intelligent Transportation Systems 19:11, pages 3540-3549.
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Yongchuan Zhang, Jiping Liu, Xinlin Qian, Agen Qiu & Fuhao Zhang. (2017) An Automatic Road Network Construction Method Using Massive GPS Trajectory Data. ISPRS International Journal of Geo-Information 6:12, pages 400.
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Haiyang Lyu, Yehua Sheng, Ningning Guo, Baoqun Huang & Siyang Zhang. (2017) Geometric quality assessment of trajectory-generated VGI road networks based on the symmetric arc similarity. Transactions in GIS 21:5, pages e13209.
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Carlo Liberto, Gaetano Valenti, Maria Lelli, Marina Ferrara & Marialisa Nigro. (2017) Evaluation of the impact of e-mobility scenarios in large urban areas. Evaluation of the impact of e-mobility scenarios in large urban areas.
Andreas Keler, Jukka M. Krisp & Linfang Ding. 2017. Advances in Cartography and GIScience. Advances in Cartography and GIScience 493 505 .
Han Su, Wei Chen, Rong Liu, Min Nie, Bolong Zheng, Zehao Huang & Defu Lian. 2017. Database Systems for Advanced Applications. Database Systems for Advanced Applications 581 593 .
Kristiann C. Heesch & Michael Langdon. (2016) The usefulness of GPS bicycle tracking data for evaluating the impact of infrastructure change on cycling behaviour. Health Promotion Journal of Australia 27:3, pages 222-229.
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Adam Millard-Ball, Robert Hampshire & Rachel Weinberger. (2017) Map-Matching Poor-Quality GPS Data in Urban Environments: The pgMapMatch Package. SSRN Electronic Journal.
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