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Identifying Transportation Modes from Raw GPS Data · Study

WorkIdentifying Transportation Modes from Raw GPS Data

Qiuhui Zhu2016

Work2016

Identifying Transportation Modes from Raw GPS Data

Qiuhui Zhu · Min Zhu · Mingzhao Li · Zhibiao Huang · Qihong Gan · Zhenghao Zhou

31 citations·0/0 files stored·Communications in computer and information science

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Human Mobility and Location-Based Analysis Urban Transport and Accessibility Data Management and Algorithms

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References

2008Understanding mobility based on GPS data 2008Learning transportation mode from raw gps data for geographic applications on the web 2009Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands 2011Transportation mode detection using mobile phones and GIS information 2009Processing Raw Data from Global Positioning Systems without Additional Information 2007Search for a global positioning system device to measure person travel 2012Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification 2012Transportation mode-based segmentation and classification of movement trajectories

Cited by

2018Automatic physical activity and in‐vehicle status classification based on GPS and accelerometer data: A hierarchical classification approach using machine learning techniques 2020Transportation Mode Recognition With Deep Forest Based on GPS Data 2024Intelligent Transportation Activity Recognition Using Deep Belief Network 2021Transport behavior-mining from smartphones: a review

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Papers that cite the same references — the relational fallback while embeddings are still backfilling.

2022Trajectory-as-A-Sequence: A Novel Travel Mode Identification Frameworkarticle · 8 shared references 2021Review and evaluation of methods in transport mode detection based on GPS tracking dataarticle · 7 shared references 2020On the requirements on spatial accuracy and sampling rate for transport mode detection in view of a shift to passive signalling dataarticle · 7 shared references 2020Inferring transportation mode from smartphone sensors: Evaluating the potential of Wi-Fi and Bluetootharticle · 7 shared references 2016Transportation mode detection – an in-depth review of applicability and reliabilityarticle · 6 shared references 2016Travel Mode Detection Based on GPS Raw Data Collected by Smartphones: A Systematic Review of the Existing Methodologiesreview · 6 shared references

Details

Year2016

Typeother

Published2016-01-01

VenueCommunications in computer and information science

ISSN-L1865-0929

Languageen

Citations31

Files0 public / 0

ShelfHuman Mobility and Location-Based Analysis

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doi10.1007/978-981-10-2053-7_35

openalex_workW2493883449

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2023

A novel one-stage approach for pointwise transportation mode identification inspired by point cloud processing

2022Transportation Mode Detection by Using Smartphones and Smartwatches with Machine Learning

2017An Enhanced Transportation Mode Detection Method Based on GPS Data

2022Machine learning for activity pattern detection