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Transportation Mode Detection from Low-Power Smartphone Sensors Using Tree-Based Ensembles · Study

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ArticleTransportation Mode Detection from Low-Power Smartphone Sensors Using Tree-Based Ensembles

Alexandros Efthymiou2019

Article2019

Transportation Mode Detection from Low-Power Smartphone Sensors Using Tree-Based Ensembles

Alexandros Efthymiou · Emmanouil Barmpounakis · Dimitrios Efthymiou · Eleni I. Vlahogianni

26 citations·0/0 files stored·Journal of Big Data Analytics in Transportation

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Human Mobility and Location-Based Analysis Urban Transport and Accessibility Context-Aware Activity Recognition Systems

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References

2008Learning transportation mode from raw gps data for geographic applications on the web 2011Transportation mode detection using mobile phones and GIS information 2013Transportation mode recognition using GPS and accelerometer data 2014Urban sensing: Using smartphones for transportation mode classification 2010Combining GPS, GIS, and Accelerometry: Methodological Issues in the Assessment of Location and Intensity of Travel Behaviors 2016Travel Mode Detection Based on GPS Raw Data Collected by Smartphones: A Systematic Review of the Existing Methodologies 2015Automatic Trip and Mode Detection with Move Smarter: First Results from the Dutch Mobile Mobility Panel 2015Comparison of Travel Diaries Generated from Smartphone Data and Dedicated GPS Devices

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2020A Semi-Supervised Deep Residual Network for Mode Detection in Wi-Fi Signals

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2018An automated approach from GPS traces to complete trip informationarticle · 6 shared references 2021Transport behavior-mining from smartphones: a reviewarticle · 6 shared references 2024Urban Mobility Pattern Detection: Development of a Classification Algorithm Based on Machine Learning and GPSarticle · 5 shared references 2019Developing a passive GPS tracking system to study long-term travel behaviorarticle · 4 shared references 2017Who you are is how you travel: A framework for transportation mode detection using individual and environmental characteristicsarticle · 4 shared references 2017Spatial context mining approach for transport mode recognition from mobile sensed big dataarticle · 4 shared references

Details

Year2019

Typearticle

Published2019-05-18

VenueJournal of Big Data Analytics in Transportation

ISSN-L2523-3556

Languageen

Citations26

Files0 public / 0

ShelfHuman Mobility and Location-Based Analysis

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doi10.1007/s42421-019-00004-w

openalex_workW2946550469

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