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Mining activity pattern trajectories and allocating activities in the network

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References

2021Exploring Millions of Footprints in Location Sharing Services685 cited
2009Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands501 cited
2009Processing Raw Data from Global Positioning Systems without Additional Information326 cited
2009Mining Individual Life Pattern Based on Location History281 cited
2014Behavioural data mining of transit smart card data: A data fusion approach278 cited
2010Combining GPS, GIS, and Accelerometry: Methodological Issues in the Assessment of Location and Intensity of Travel Behaviors137 cited
2014Use of acceleration data for transportation mode prediction101 cited
2013Daily activity pattern recognition by using support vector machines with multiple classes95 cited
2005Comparison of Trip Determination Methods in Household Travel Surveys Enhanced by a Global Positioning System89 cited
2013A process for trip purpose imputation from Global Positioning System data74 cited

Cited by

2020Fusing Mobile Phone and Travel Survey Data to Model Urban Activity Dynamics20 cited
2023Multi-day activity pattern recognition based on semantic embeddings of activity chains18 cited
2017Developing an optimised activity type annotation method based on classification accuracy and entropy indices15 cited

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2019A comparison of time-use behavior in metropolitan areas using pattern recognition techniques15 cited

2017Exploring Daily Rhythms of Interpersonal Contacts: Time-of-Day Dynamics of Human Interactions with Latent Class Cluster Analysis13 cited

2024A review of travel behavioural pattern using GPS dataset: A systematic literature review12 cited

2017Estimating activity patterns using spatio-temporal data of cell phone networks10 cited

2019Origin-Destination Matrix Estimation Using Big Traffic Data: A Structural Perspective9 cited

2019Non-Employment Activity Type Imputation from Points of Interest and Mobility Data at an Individual Level: How Accurate Can We Get?5 cited

2021Inferring Inter-City Trip Purpose From the Perspective of the Group4 cited

2022Time-Activity Patterns4 cited

2025Unraveling equilibrium effect between traffic supply and land use in transit-oriented development2 cited

2018Optimizing copious activity type classes based on classification accuracy and entropy retention2 cited