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  • 标题:Two Faces of the Framework for Analysis and Prediction, Part 2 - Research
  • 本地全文:下载
  • 作者:Kurbalija, Vladimir ; Ivanović, Mirjana ; Geler, Zoltan
  • 期刊名称:Engineering Economics
  • 印刷版ISSN:2029-5839
  • 出版年度:2018
  • 卷号:47
  • 期号:3
  • 页码:489-502
  • DOI:10.5755/j01.itc.47.3.18747
  • 语种:English
  • 出版社:Kaunas University of Technology
  • 摘要:Continuing Two Faces of the Framework for Analysis and Prediction, Part 1 - Education , this article overviews the successful applications of the Framework for Analysis and Prediction (FAP) – a Java-based tool dedicated to time-series analysis – in research, highlighting the influence applications had on subsequent development and enhancements of the FAP software. Research applications include applications in data mining (development of a new time-series representation and various interactions between time-series distance measures and classification) and multidisciplinary research (in psychology, medicine, emotion recognition and agent-based distributed computing).
  • 其他摘要:Continuing Two Faces of the Framework for Analysis and Prediction, Part 1 - Education , this article overviews the successful applications of the Framework for Analysis and Prediction (FAP) – a Java-based tool dedicated to time-series analysis – in research, highlighting the influence applications had on subsequent development and enhancements of the FAP software. Research applications include applications in data mining (development of a new time-series representation and various interactions between time-series distance measures and classification) and multidisciplinary research (in psychology, medicine, emotion recognition and agent-based distributed computing). DOI: http://dx.doi.org/10.5755/j01.itc.47.3.18747
  • 关键词:data mining;time-series analysis;tools for time-series processing;application of time-series in research
  • 其他关键词:data mining;time-series analysis;tools for time-series processing;application of time-series in research
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