Profiling movement behaviours in pre-school children: A self-organised map approach.

Clark, Cain C T; Duncan, Michael J; Eyre, Emma L J; Stratton, Gareth; García-Massó, Xavier; Estevan, Isaac

Clark, Cain C T; Duncan, Michael J; Eyre, Emma L J; Stratton, Gareth; García-Massó, Xavier; Estevan, Isaac.

Affiliation

Clark CCT; Centre for Sport, Exercise and Life Sciences, Coventry University, Coventry, UK.
Duncan MJ; Centre for Sport, Exercise and Life Sciences, Coventry University, Coventry, UK.
Eyre ELJ; Centre for Sport, Exercise and Life Sciences, Coventry University, Coventry, UK.
Stratton G; Engineering Behaviour Analytics in Sport and Exercise, Swansea University, Swansea, UK.
García-Massó X; Department of Teaching of Musical, Visual and Corporal Expression, University of Valencia, Valencia, Spain.
Estevan I; Department of Teaching of Musical, Visual and Corporal Expression, University of Valencia, Valencia, Spain.

J Sports Sci ; 38(2): 150-158, 2020 Jan.

Article in En | MEDLINE | ID: mdl-31699000

Subject(s)

Exercise/physiology; Machine Learning; Motor Activity/physiology; Accelerometry/instrumentation; Body Mass Index; Child, Preschool; Cross-Sectional Studies; Female; Fitness Trackers; Humans; Male; Movement/physiology

Key words

Motor competence; cluster analysis; machine learning; physical activity; unsupervised

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Full text: 1 Database: MEDLINE Main subject: Exercise / Machine Learning / Motor Activity Type of study: Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limits: Child, preschool / Female / Humans / Male Language: En Journal: J Sports Sci Year: 2020 Type: Article Affiliation country: United kingdom

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