Keyword

trajectory data mining

Description: A data analysis method for extracting patterns, relationships, and useful knowledge from moving-object trajectory data, often in transportation and urban computing.

Primary topic: Data Management and Algorithms (73%)

OpenAlex ID: keywords/trajectory-mining

Trajectory Data Mining

2015 · Yu Zheng · ACM Transactions on Intelligent Systems and Technology · 1,662

Trajectory Outlier Detection: A Partition-and-Detect Framework

2008 · Jae-Gil Lee, Jiawei Han, et al. · Proceedings - International Conference on Data Engineering · 455

A model for enriching trajectories with semantic geographical information

2007 · Luis Otavio Alvares, Vania Bogorny, et al. · ACM International Symposium on Advances in Geographic Information Systems (ACM GIS) · 412

Indexing multi-dimensional time-series with support for multiple distance measures

2003 · Michail Vlachos, Marios Hadjieleftheriou, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 383

Semantic trajectory mining for location prediction

2011 · Josh Jia-Ching Ying, Wang-Chien Lee, et al. · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS) · 314

Deep Representation Learning for Trajectory Similarity Computation

2018 · Xiucheng Li, Kaiqi Zhao, et al. · Proceedings - International Conference on Data Engineering · 296

Unveiling the complexity of human mobility by querying and mining massive trajectory data

2011 · Fosca Giannotti, Mirco Nanni, et al. · The VLDB Journal · 287

A Survey on Trajectory Data Mining: Techniques and Applications

2016 · Zhenni Feng, Yanmin Zhu · IEEE Access · 250

Planning Bike Lanes based on Sharing-Bikes' Trajectories

2017 · Jie Bao, Tianfu He, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 203

Trajectory data mining: A review of methods and applications

2016 · Jean Damascène Mazimpaka, Sabine Timpf · Journal of Spatial Information Science · 188

Spatial structures of tourism destinations: A trajectory data mining approach leveraging mobile big data

2020 · Sangwon Park, Yang Xu, et al. · Annals of Tourism Research · 178

Distributed trajectory similarity search

2017 · Dong Xie, Feifei Li, et al. · Proceedings of the VLDB Endowment · 137

A framework for anomaly detection in maritime trajectory behavior

2015 · Po-Ruey Lei · Knowledge and Information Systems · 119

A system for destination and future route prediction based on trajectory mining

2010 · Ling Chen, Mingqi Lv, et al. · Pervasive and Mobile Computing · 102

A personal route prediction system based on trajectory data mining

2010 · Ling Chen, Mingqi Lv, et al. · Information Sciences · 99

Social Sensing

2012 · Charu C. Aggarwal, Tarek Abdelzaher · Springer eBooks · 98

MoveMine

2010 · Zhenhui Li, Ming Ji, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 93

ST‐DMQL: A Semantic Trajectory Data Mining Query Language

2009 · Vania Bogorny, Bart Kuijpers, et al. · International Journal of Geographical Information Systems · 88

Global distance-based segmentation of trajectories

2006 · Aris Anagnostopoulos, Michail Vlachos, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 88

Vehicle Trajectory Similarity

2020 · Roniel S. De Sousa, Azzedine Boukerche, et al. · ACM Computing Surveys · 87

A survey on trajectory clustering analysis

2018 · Bian, Jiang, Tian, Dayong, et al. · arXiv (Cornell University) · 86

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Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study

2023 · Danlei Hu, Lu Chen, et al. · IEEE Transactions on Knowledge and Data Engineering · 80

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Quality assessment of OpenStreetMap data using trajectory mining

2016 · Anahid Basiri, Mike Jackson, et al. · Geo-spatial Information Science · 76

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The discovery of personally semantic places based on trajectory data mining

2015 · Mingqi Lv, Ling Chen, et al. · Neurocomputing · 74

Big Trajectory Data Mining: A Survey of Methods, Applications, and Services

2020 · Di Wang, Tomio Miwa, et al. · Sensors · 70

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Works count: 767

Citation count: 10,570