On-Line elimination of non-relevant parts of complex objects in behavioral pattern identification

  • Authors:
  • Jan G. Bazan;Andrzej Skowron

  • Affiliations:
  • Institute of Mathematics, University of Rzeszów, Rzeszów, Poland;Institute of Mathematics, Warsaw University, Warsaw, Poland

  • Venue:
  • PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
  • Year:
  • 2005

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Abstract

We discuss some rough set tools for perception modelling that have been developed in our project for a system for modelling networks of classifiers for compound concepts. Such networks make it possible to recognize behavioral patterns of objects and their parts changing over time. We present a method that we call a method for on-line elimination of non-relevant parts (ENP). This method was developed for on-line elimination of complex object parts that are irrelevant for identifying a given behavioral pattern. Some results of experiments with data from the road simulator are included.