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Motion pattern analysis enabling accurate travel mode detection from GPS data only
14 references·6 citing·23 second hop
Motion pattern analysis enabling accurate travel mode detection from GPS data only (2013)Motion pattern analysis enabling accurate…Detecting Movement Type by Route Segmentation and Classification (2012)Detecting Movement Type by Ro…Transportation mode detection using mobile phones and GIS information (2011)Transportation mode detection…Understanding transportation modes based on GPS data for web applications (2010)Understanding transportation …Identifying travel mode from GPS trajectories through fuzzy pattern recognition (2010)Identifying travel mode from …Automating mode detection for travel behaviour analysis by using global positioning systems-enabled mobile phones and neural networks (2010)Automating mode detection for…Understanding mobility based on GPS data (2008)Understanding mobility based …Learning transportation mode from raw gps data for geographic applications on the web (2008)Learning transportation mode …Learning and inferring transportation routines (2007)Learning and inferring transp…Predestination: Inferring Destinations from Partial Trajectories (2006)Predestination: Inferring Des…Mobility Detection Using Everyday GSM Traces (2006)Mobility Detection Using Ever…Enhanced System for Link and Mode Identification for Personal Travel Surveys Based on Global Positioning Systems (2006)Enhanced System for Link and …A Trip Reconstruction Tool for GPS-based Personal Travel Surveys (2005)A Trip Reconstruction Tool fo…Using GPS to learn significant locations and predict movement across multiple users (2003)Using GPS to learn significan…Inferring High-Level Behavior from Low-Level Sensors (2003)Inferring High-Level Behavior…A review of travel behavioural pattern using GPS dataset: A systematic literature review (2024)A review of travel behavioura…Survey of Machine Learning Methods Applied to Urban Mobility (2022)Survey of Machine Learning Me…Travel Mode Recognition from GPS Data Based on LSTM (2020)Travel Mode Recognition from …Trip chain extraction using smartphone-collected trajectory data (2017)Trip chain extraction using s…Inverse discrete choice modelling: theoretical and practical considerations for imputing respondent attributes from the patterns of observed choices (2017)Inverse discrete choice model…Automatic trip-separation method using sensor data continuously collected by smartphone (2014)Automatic trip-separation met…Reality mining: sensing complex social systems (2005)Understanding and capturing people’s privacy policies in a mobile social networking application (2008)Mining Individual Life Pattern Based on Location History (2009)Discovering routines from large-scale human locations using probabilistic topic models (2011)The Museum Wearable: real-time sensor-driven understanding of visitors' interests for personalized visually-augmented museum experiences (2002)Elimination of the Travel Diary: Experiment to Derive Trip Purpose from Global Positioning System Travel Data (2001)An automated GPS-based prompted recall survey with learning algorithms (2009)Deriving Personal Trip Data from GPS Data: A Literature Review on the Existing Methodologies (2014)Travel mode detection based on GPS track data and Bayesian networks (2015)Summary of Travel Trends 2001 National Household Travel Survey (2005)Travel route recommendation using geotags in photo sharing sites (2010)NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems (2011)Eigenbehaviors: identifying structure in routine (2009)Review of GPS Travel Survey and GPS Data-Processing Methods (2014)Applying mobile phone data to travel behaviour research: A literature review (2017)Inferring transportation modes from GPS trajectories using a convolutional neural network (2017)Transportation mode inference from anonymized and aggregated mobile phone call detail records (2010)What We Know and Don't Know about Online Word-of-Mouth: A Review and Synthesis of the Literature (2014)Analysis of human mobility patterns from GPS trajectories and contextual information (2015)PEIR, the personal environmental impact report, as a platform for participatory sensing systems research (2009)Next place prediction using mobility Markov chains (2012)Understanding Human Mobility from Twitter (2015)Human mobility: Models and applications (2018)
this work references cited by second hop

References

  • 2008Understanding mobility based on GPS data1,131 cited
  • 2003Using GPS to learn significant locations and predict movement across multiple users1,060 cited
  • 2007Learning and inferring transportation routines798 cited
  • 2008Learning transportation mode from raw gps data for geographic applications on the web616 cited
  • 2003Inferring High-Level Behavior from Low-Level Sensors521 cited
  • 2010Understanding transportation modes based on GPS data for web applications485 cited
  • 2006Predestination: Inferring Destinations from Partial Trajectories464 cited
  • 2011Transportation mode detection using mobile phones and GIS information451 cited
  • 2006Mobility Detection Using Everyday GSM Traces277 cited
  • 2006Enhanced System for Link and Mode Identification for Personal Travel Surveys Based on Global Positioning Systems165 cited
  • 2005A Trip Reconstruction Tool for GPS-based Personal Travel Surveys161 cited
  • 2010Automating mode detection for travel behaviour analysis by using global positioning systems-enabled mobile phones and neural networks136 cited
  • 2010Identifying travel mode from GPS trajectories through fuzzy pattern recognition38 cited
  • 2012Detecting Movement Type by Route Segmentation and Classification34 cited

Cited by

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  • 2017Trip chain extraction using smartphone-collected trajectory data19 cited
  • 2022Survey of Machine Learning Methods Applied to Urban Mobility17 cited
  • 2024A review of travel behavioural pattern using GPS dataset: A systematic literature review12 cited
  • 2017Inverse discrete choice modelling: theoretical and practical considerations for imputing respondent attributes from the patterns of observed choices11 cited
  • 2020Travel Mode Recognition from GPS Data Based on LSTM7 cited
  • 2014Automatic trip-separation method using sensor data continuously collected by smartphone6 cited