Studying system properties with rough sets

Authors:
Alicja Mieszkowicz-Rolka;Leszek Rolka
Affiliations:
Department of Avionics and Control, Rzeszów University of Technology, Rzeszów, Poland;Department of Avionics and Control, Rzeszów University of Technology, Rzeszów, Poland
Venue:
ICCS'03 Proceedings of the 1st international conference on Computational science: PartI
Year:
2003

Citing 2
Cited 0

Intelligent Decision Support: Handbook of Applications and Advances of the Rough Sets Theory

Intelligent Decision Support: Handbook of Applications and Advances of the Rough Sets Theory
Rough Sets: Theoretical Aspects of Reasoning about Data

Rough Sets: Theoretical Aspects of Reasoning about Data

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Abstract

This paper considers the analysis of decision system properties basing on the rough sets theory. Investigation of human operator's decision model in dynamic processes is discussed. Extensions of the basic rough sets theory are presented, which are useful in case of analysing inconsistent decision tables. Rough sets aided research of data sets properties, in order to facilitate the synthesis of feedforward neural networks, is proposed. Examples based on real data are given.