SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
A novel one-stage approach for pointwise transportation mode identification inspired by point cloud processing
13 references·6 citing·31 second hop
A novel one-stage approach for pointwise transportation mode identification inspired by point cloud processing (2023)A novel one-stage approach for pointwise …Transportation mode identification with GPS trajectory data and GIS information (2021)Transportation mode identific…GPS data-based mobility mode inference model using long-term recurrent convolutional networks (2021)GPS data-based mobility mode …Travel Mode Identification With GPS Trajectories Using Wavelet Transform and Deep Learning (2020)Travel Mode Identification Wi…Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data (2019)Semi-Supervised Deep Learning…Travel mode estimation for multi-modal journey planner (2017)Travel mode estimation for mu…Inferring transportation modes from GPS trajectories using a convolutional neural network (2017)Inferring transportation mode…Identifying Transportation Modes from Raw GPS Data (2016)Identifying Transportation Mo…Mobility Collector (2014)Mobility CollectorTransportation mode recognition using GPS and accelerometer data (2013)Transportation mode recogniti…Semiautomatic Imputation of Activity Travel Diaries (2010)Semiautomatic Imputation of A…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 …DIRECT AND INVERSE SOLUTIONS OF GEODESICS ON THE ELLIPSOID WITH APPLICATION OF NESTED EQUATIONS (1975)DIRECT AND INVERSE SOLUTIONS …UPTM-LLM: Large language models-powered urban pedestrian travel modes recognition for intelligent transportation system (2025)UPTM-LLM: Large language mode…From biases to opportunities: leveraging Location-Based-Service (LBS) data for next-generation transportation planning (2025)From biases to opportunities:…Advancing Fine-Grained Travel Mode Identification in Real Mobile Phone Signaling Data: A Deep Learning Approach (2025)Advancing Fine-Grained Travel…Travel Mode Identification for Non-Uniform Passive Mobile Phone Data (2024)Travel Mode Identification fo…Toward low-burden travel survey: Identifying travel modes from GPS tracks fusing individual histories and enumerated annotations (2024)Toward low-burden travel surv…A Deep Semi-Supervised Machine Learning Algorithm for Detecting Transportation Modes Based on Gps Tracking Data (2022)A Deep Semi-Supervised Machin…Elimination of the Travel Diary: Experiment to Derive Trip Purpose from Global Positioning System Travel Data (2001)Eighty Weeks of Global Positioning System Traces: Approaches to Enriching Trip Information (2004)A Trip Reconstruction Tool for GPS-based Personal Travel Surveys (2005)Evaluation of Two Methods for Identifying Trip Purpose in GPS-Based Household Travel Surveys (2014)Comprehensive Review of Travel Behavior and Mobility Pattern Studies That Used Mobile Phone Data (2016)Multimode trip information detection using personal trajectory data (2016)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 Using GPS Data and Socioeconomic Attributes Based on a Random Forest Classifier (2017)Mobile Sensing in Environmental Health and Neighborhood Research (2018)Transport mode detection based on mobile phone network data: A systematic review (2019)Using GPS to learn significant locations and predict movement across multiple users (2003)Learning and inferring transportation routines (2007)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)Understanding transportation modes based on GPS data for web applications (2010)The value of reliability (2009)A GPS/GIS method for travel mode detection in New York City (2011)Transportation mode detection using mobile phones and GIS information (2011)Collecting travel diaries: Current state of the art, best practices, and future research directions (2018)Trajectory-as-A-Sequence: A Novel Travel Mode Identification Framework (2022)Optimal Detection of Changepoints With a Linear Computational Cost (2012)Semi-supervised deep ensemble learning for travel mode identification (2020)Review and evaluation of methods in transport mode detection based on GPS tracking data (2021)The impact of supply chain structure on the use of supplier socially responsible practices (2010)Algorithms for geodesics (2012)The station-free sharing bike demand forecasting with a deep learning approach and large-scale datasets (2018)A Framework of Travel Mode Identification Fusing Deep Learning and Map-Matching Algorithm (2023)Application of Machine Learning to Child Mode Choice with a Novel Technique to Optimize Hyperparameters (2022)Carbon emission characteristics of urban trip based on multi-layer network modeling (2023)
this work references cited by second hop

References

  • 1975DIRECT AND INVERSE SOLUTIONS OF GEODESICS ON THE ELLIPSOID WITH APPLICATION OF NESTED EQUATIONS1,276 cited
  • 2008Understanding mobility based on GPS data1,131 cited
  • 2008Learning transportation mode from raw gps data for geographic applications on the web616 cited
  • 2017Inferring transportation modes from GPS trajectories using a convolutional neural network404 cited
  • 2013Transportation mode recognition using GPS and accelerometer data235 cited
  • 2019Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data156 cited
  • 2020Travel Mode Identification With GPS Trajectories Using Wavelet Transform and Deep Learning87 cited
  • 2021Transportation mode identification with GPS trajectory data and GIS information87 cited
  • 2017Travel mode estimation for multi-modal journey planner60 cited
  • 2010Semiautomatic Imputation of Activity Travel Diaries57 cited
  • 2021GPS data-based mobility mode inference model using long-term recurrent convolutional networks39 cited
  • 2016Identifying Transportation Modes from Raw GPS Data31 cited
  • 2014Mobility Collector26 cited

Cited by

  • 2022A Deep Semi-Supervised Machine Learning Algorithm for Detecting Transportation Modes Based on Gps Tracking Data20 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2025UPTM-LLM: Large language models-powered urban pedestrian travel modes recognition for intelligent transportation system10 cited
  • 2025From biases to opportunities: leveraging Location-Based-Service (LBS) data for next-generation transportation planning10 cited
  • 2024Travel Mode Identification for Non-Uniform Passive Mobile Phone Data8 cited
  • 2025Advancing Fine-Grained Travel Mode Identification in Real Mobile Phone Signaling Data: A Deep Learning Approach4 cited
  • 2024Toward low-burden travel survey: Identifying travel modes from GPS tracks fusing individual histories and enumerated annotations4 cited