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Identifying Active Travel Behaviors in Challenging Environments Using GPS, Accelerometers, and Machine Learning Algorithms

Background: Active travel is an important area in physical activity research, but objective measurement of active travel is still difficult. Automated methods to measure travel behaviors will improve research in this area. In this paper, we present a supervised machine learning method for transporta...

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Autors principals: Ellis, Katherine, Godbole, Suneeta, Marshall, Simon, Lanckriet, Gert, Staudenmayer, John, Kerr, Jacqueline
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2014
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4001067/
https://ncbi.nlm.nih.gov/pubmed/24795875
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpubh.2014.00036
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