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文章基本信息

  • 标题:A Survey on Activity Recognition Using Multiple Machine Learning Algorithms
  • 本地全文:下载
  • 作者:Anju Kumari ; Nandini V. Dhole
  • 期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
  • 印刷版ISSN:2320-9798
  • 电子版ISSN:2320-9801
  • 出版年度:2016
  • 卷号:4
  • 期号:2
  • 页码:1529
  • DOI:10.15680/IJIRCCE.2016.0402127
  • 出版社:S&S Publications
  • 摘要:The activity recognition means to determine the actions and the various gait movements of humans. Activityof Daily Living (ADL) are important to recognize the change in physical and general behaviour of people specially elders and patients having severe diseases. Torecognize the activities we will beusing accelerometer sensors, which will sense the accelerationin the body and after that systemwill classify that data using various classifying algorithms, to arrive at conclusion (which activity happened) results from these classification will be compared and activity which gets maximum votes will be selected.By using multiple algorithms the accuracy of the system willincrease
  • 关键词:Activity Recognition;Accelerometer;Classification;Machine Learning;Gait Movement
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