Towards a Portable Model to Discriminate Activity Clusters from Accelerometer Data

Few methods for classifying physical activity from accelerometer data have been tested using an independent dataset for cross-validation, and even fewer using multiple independent datasets. The aim of this study was to evaluate whether unsupervised machine learning was a viable approach for the deve...

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Vydáno v:Sensors (Basel)
Hlavní autoři: Jones, Petra, Mirkes, Evgeny M., Yates, Tom, Edwardson, Charlotte L., Catt, Mike, Davies, Melanie J., Khunti, Kamlesh, Rowlands, Alex V.
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6832944/
https://ncbi.nlm.nih.gov/pubmed/31627310
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19204504
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