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