Statistical analysis of window sizes and sampling rates in human activity recognition

  • Anzah H. Niazi
  • , Delaram Yazdansepas
  • , Jennifer L. Gay
  • , Frederick W. Maier
  • , Lakshmish Ramaswamy
  • , Khaled Rasheed
  • , Matthew P. Buman

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationHEALTHINF 2017 - 10th International Conference on Health Informatics, Proceedings; Part of 10th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2017
EditorsEgon L. van den Broek, Ana Fred, Hugo Gamboa, Mario Vaz
PublisherSciTePress
Pages319-325
Number of pages7
ISBN (Electronic)9789897582134
DOIs
StatePublished - 2017
Externally publishedYes
Event10th International Conference on Health Informatics, HEALTHINF 2017 - Part of 10th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2017 - Porto, Portugal
Duration: Feb 21 2017Feb 23 2017

Publication series

NameHEALTHINF 2017 - 10th International Conference on Health Informatics, Proceedings; Part of 10th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2017
Volume5

Conference

Conference10th International Conference on Health Informatics, HEALTHINF 2017 - Part of 10th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2017
Country/TerritoryPortugal
CityPorto
Period2/21/172/23/17

ASJC Scopus Subject Areas

  • Biomedical Engineering
  • Electrical and Electronic Engineering
  • Health Informatics
  • Health Information Management

Keywords

  • Actigraph g3x+
  • Analysis of Variance
  • Body-worn Accelerometers
  • Data Mining
  • Human Activity Recognition
  • Random Forests
  • Sampling Rate
  • Weighted Least Squares
  • WEKA
  • Window Size

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