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Computational statistics / Cluster analysis / Pattern recognition / Unsupervised learning / Accelerometer / Supervised learning / Cross-validation / Artificial neural network / Activity recognition / Machine learning / Statistics / Artificial intelligence


Unsupervised Activity Clustering to Estimate Energy Expenditure with a Single Body Sensor Shanshan Chen, John Lach Oliver Amft
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Document Date: 2015-03-03 05:03:35

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File Size: 1,34 MB

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City

the Netherlands Eindhoven / New York / /

Company

EE / John Wiley & Sons Inc. / Halsted Press / generated using the circulatory calorimeter EE / /

Country

Netherlands / United States / /

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Event

M&A / FDA Phase / /

Facility

Holst Center / Signal Processing Systems Eindhoven University of Technology Eindhoven / Computer Engineering University of Virginia Charlottesville / J. Weir / /

IndustryTerm

energy expenditure / daily energy expenditure estimation / calibration gas values / activity / machine learning algorithms / automatic clustering solution / artificial neural network algorithms / pre-defined data collection protocol / laboratory tools / body sensor networks / wireless communication protocol / regression algorithms / unsupervised clustering algorithms / post processing / phycal activity energy expenditures estimation / estimatng energy expendigture / energy / k-means algorithm / classification algorithm / data collection protocol / sensor networks / data processing / classic k-means algorithm / gas analyzers / activity detection algorithms / near optimal solutions / gold standard tools / feature selection algorithms / /

MusicGroup

EE / /

Organization

National Science Foundation / MIT / Holst Center / Royal Statistical Society / Julien Penders Charles L. Brown Department of Electrical / Medical and Biology Society / Signal Processing Systems Eindhoven University of Technology Eindhoven / Electrical & Computer Engineering University of Virginia Charlottesville / /

Person

D. R. Jacobs / JR. / E. T. Howley / Brien / D. R. Bassett / Julien Penders Charles / G. A. King / Charles L. Brown / John Lach Oliver Amft Marco / B. E. Ainsworth / D. R. Bassett / JR. / Oliver Amft Marco Altini / J. E. McLaughlin / Virginia Charlottesville / /

Position

model for the actigraph accelerometer / mechanic / King / /

Product

BSNs / ECG patch / /

ProgrammingLanguage

MATLAB / Haskell / /

ProvinceOrState

New York / /

PublishedMedium

Journal of the Royal Statistical Society / Machine Learning / /

TVStation

CBET / /

Technology

machine learning algorithms / activity detection algorithms / Sports Medicine / machine learning / classification algorithm / classic k-means algorithm / k-means algorithm / neural network / Regression Automatic feature selection algorithms / C. K-Prototype Clustering The K-means algorithm / unsupervised clustering algorithms / data collection protocol / wireless communication protocol / regression algorithms / artificial neural network algorithms / flash / pre-defined data collection protocol / /

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