Two Faces of the Framework for Analysis and Prediction, Part 2 - Research
Keywords:data mining, time-series analysis, tools for time-series processing, application of time-series in research
AbstractContinuing 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).
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