Two Faces of the Framework for Analysis and Prediction, Part 2 - Research

  • Vladimir Kurbalija Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad
  • Mirjana Ivanović Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad
  • Zoltan Geler Department of Media Studies, Faculty of Philosophy, University of Novi Sad
  • Miloš Radovanović Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad
Keywords: data mining, time-series analysis, tools for time-series processing, application of time-series in research

Abstract

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

Published
2018-09-10
Section
Articles