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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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Detaylı Bibliyografya
Asıl Yazarlar: Ellis, Katherine, Godbole, Suneeta, Marshall, Simon, Lanckriet, Gert, Staudenmayer, John, Kerr, Jacqueline
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2014
Konular:
Online Erişim: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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