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Classification of Travel Modes Using Streaming GNSS Data
11 references·2 citing·36 second hop
Classification of Travel Modes Using Streaming GNSS Data (2019)Classification of Travel Modes Using Stre…Travel Mode Detection Using GPS Data and Socioeconomic Attributes Based on a Random Forest Classifier (2017)Travel Mode Detection Using G…Inferring transportation modes from GPS trajectories using a convolutional neural network (2017)Inferring transportation mode…Use of acceleration data for transportation mode prediction (2014)Use of acceleration data for …Classifying the mode of transportation on mobile phones using GIS information (2014)Classifying the mode of trans…Transportation mode-based segmentation and classification of movement trajectories (2012)Transportation mode-based seg…Transportation mode detection using mobile phones and GIS information (2011)Transportation mode detection…Imputing relevant information from multi-day GPS tracers for retail planning and management using data fusion and context-sensitive learning (2010)Imputing relevant information…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 …Impact of Sampling Rate of GPS-Enabled Cell Phones on Mode Detection and GIS Map Matching Performance (2007)Impact of Sampling Rate of GP…Enhancing transport mode classification benchmark by integrating spatial independence with multimodal dataset (2024)Enhancing transport mode clas…Transition State Matrices Approach for Trajectory Segmentation Based on Transport Mode Change Criteria (2022)Transition State Matrices App…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands (2009)Travel Mode Detection with Varying Smartphone Data Collection Frequencies (2016)Improving automobile insurance ratemaking using telematics: incorporating mileage and driver behaviour data (2018)Urban Analytics of Big Transportation Data for Supporting Smart Cities (2019)Learning and inferring transportation routines (2007)Review of GPS Travel Survey and GPS Data-Processing Methods (2014)Applying mobile phone data to travel behaviour research: A literature review (2017)Understanding transportation modes based on GPS data for web applications (2010)Trip Detection with Smartphone-Assisted Collection of Travel Data (2016)On the requirements on spatial accuracy and sampling rate for transport mode detection in view of a shift to passive signalling data (2020)Assessing the role of geographic context in transportation mode detection from GPS data (2022)Atmospherics as a Marketing Tool (1974)Valuing Things: The Public and Private Meanings of Possessions (1994)The role of perceived risk in the quality-value relationship: A study in a retail environment (1999)A business application of RTLS technology in Intelligent Retail Environment: Defining the shopper's preferred path and its segmentation (2018)Modeling intra-destination travel behavior of tourists through spatio-temporal analysis (2018)How does the retailing industry decide the best replenishment strategy by utilizing technological support through blockchain? (2022)How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)Transportation mode detection – an in-depth review of applicability and reliability (2016)Wheelmap: the wheelchair accessibility crowdsourcing platform (2017)Understanding the Impacts of Human Mobility on Accessibility Using Massive Mobile Phone Tracking Data (2018)Can using global positioning system (GPS) improve trip reporting? (1999)Travel Mode Detection Based on GPS Raw Data Collected by Smartphones: A Systematic Review of the Existing Methodologies (2016)Inferring fine-grained transport modes from mobile phone cellular signaling data (2019)Using GPS to learn significant locations and predict movement across multiple users (2003)Next place prediction using mobility Markov chains (2012)Understanding Human Mobility from Twitter (2015)Human mobility: Models and applications (2018)Inferring High-Level Behavior from Low-Level Sensors (2003)DIRECT AND INVERSE SOLUTIONS OF GEODESICS ON THE ELLIPSOID WITH APPLICATION OF NESTED EQUATIONS (1975)The station-free sharing bike demand forecasting with a deep learning approach and large-scale datasets (2018)Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data (2019)Transport mode detection based on mobile phone network data: A systematic review (2019)Travel Mode Identification With GPS Trajectories Using Wavelet Transform and Deep Learning (2020)A systematic comparative evaluation of machine learning classifiers and discrete choice models for travel mode choice in the presence of response heterogeneity (2022)
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References

  • 2008Understanding mobility based on GPS data1,131 cited
  • 2008Learning transportation mode from raw gps data for geographic applications on the web616 cited
  • 2011Transportation mode detection using mobile phones and GIS information451 cited
  • 2017Inferring transportation modes from GPS trajectories using a convolutional neural network404 cited
  • 2012Transportation mode-based segmentation and classification of movement trajectories165 cited
  • 2010Automating mode detection for travel behaviour analysis by using global positioning systems-enabled mobile phones and neural networks136 cited
  • 2017Travel Mode Detection Using GPS Data and Socioeconomic Attributes Based on a Random Forest Classifier114 cited
  • 2014Use of acceleration data for transportation mode prediction101 cited
  • 2010Imputing relevant information from multi-day GPS tracers for retail planning and management using data fusion and context-sensitive learning42 cited
  • 2014Classifying the mode of transportation on mobile phones using GIS information38 cited
  • 2007Impact of Sampling Rate of GPS-Enabled Cell Phones on Mode Detection and GIS Map Matching Performance18 cited

Cited by

  • 2022Transition State Matrices Approach for Trajectory Segmentation Based on Transport Mode Change Criteria6 cited
  • 2024Enhancing transport mode classification benchmark by integrating spatial independence with multimodal dataset

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2 cited