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Volumn , Issue , 2008, Pages 796-801

Estimation of exercise energy expenditure using a wrist-worn accelerometer: A linear mixed model approach with fixed-effect variable selection

Author keywords

[No Author keywords available]

Indexed keywords

ACCELEROMETERS; ESTIMATION; ROBOT LEARNING;

EID: 60649116945     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2008.131     Document Type: Conference Paper
Times cited : (8)

References (15)
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  • 2
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  • 3
    • 28044467315 scopus 로고    scopus 로고
    • The technology of accelerometry-based activity monitors: Current and future
    • K. Chen and D. Basset Jr. The technology of accelerometry-based activity monitors: Current and future. Med Sci Sports Exerc, 37 (11 Suppl):S490-S500. 2005.
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    • Chen, K.1    Basset Jr., D.2
  • 4
    • 61949097953 scopus 로고    scopus 로고
    • Model selection in proc mixed - a userfriendly sas macro application
    • G. Fernandez. Model selection in proc mixed - a userfriendly sas macro application. In SAS Global Forum, 2007.
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    • Fernandez, G.1
  • 5
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    • Exercise energy expenditure estimation based on acceleration data using the linear mixed model
    • E. Haapalainen, P. Laurinen, P. Siirtola, J. Röning, H. Kinnuncn, and H. Jurvclin. Exercise energy expenditure estimation based on acceleration data using the linear mixed model. In IEEE IRI, pages 131-136, 2008.
    • (2008) IEEE IRI , pp. 131-136
    • Haapalainen, E.1    Laurinen, P.2    Siirtola, P.3    Röning, J.4    Kinnuncn, H.5    Jurvclin, H.6
  • 6
    • 0021802611 scopus 로고
    • Assessment of physical activity in epidemiologic research: Problems and prospects
    • R. LaPorte, H. Montoye, and C. Caspersen. Assessment of physical activity in epidemiologic research: problems and prospects. Public Health Rep, 100 (2): 131-46, 1985.
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    • LaPorte, R.1    Montoye, H.2    Caspersen, C.3
  • 7
    • 2342539792 scopus 로고    scopus 로고
    • Accelerometry: Providing an integrated, practical method for long-term, ambulatory monitoring of human movement
    • M. Mathie, A. Coster, N. Lovell, and B. Celler. Accelerometry: providing an integrated, practical method for long-term, ambulatory monitoring of human movement. Physiological Measurement, 25 (2):R1-R20, 2004.
    • (2004) Physiological Measurement , vol.25 , Issue.2
    • Mathie, M.1    Coster, A.2    Lovell, N.3    Celler, B.4
  • 9
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    • W. Pu and X.-F. Niu. Selecting mixed-effects models based on a generalized information criterion. Journal of Multivariate Analysis, 97 (3):733-758. 2006.
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  • 10
    • 35348971908 scopus 로고    scopus 로고
    • An artificial neural network model of energy expenditure using non-integrated acceleration signals
    • M. Rothney, M. Neumann, A. Beziat, and K. Chen. An artificial neural network model of energy expenditure using non-integrated acceleration signals. J Appl Physiol, 103:1419-1427, 2007.
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  • 11
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    • Can accelerometry accurately predict the energy cost of uphill/downhill walking?
    • P. Terrier, K. Aminian, and Y. Schutz. Can accelerometry accurately predict the energy cost of uphill/downhill walking? Ergonomics, 44 (1):48-62, 2001.
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  • 12
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  • 15
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    • 25 June, 2008
    • WHO. Obesity and overweight, 2003. www.who.int/dietph ysicalactivity/publications/facts/obesity (25 June, 2008).
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.