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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