Search results for "Dominance-based rough set approach"

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FORMAL CONCEPTION OF ROUGH SETS

1996

In the paper we present a formal description of rough sets within the framework of the generalized set theory, which is interpreted in the set approximation theory. The rough sets are interpreted as approximations, which are defined by means of the Pawlak's rough sets.

AlgebraDiscrete mathematicsAlgebra and Number TheoryComputational Theory and MathematicsDominance-based rough set approachSet approximationSet theoryRough setFormal descriptionInformation SystemsTheoretical Computer ScienceMathematicsFundamenta Informaticae
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Extensions and intentions in the rough set theory

1998

Abstract The approach to rough set theory proposed in this paper is based on the mutual correspondence of the concepts of extension and intension. It is different from the well-known approaches in the literature in that the upper approximations and the lower approximations of ‘unknown’ sets are considered as certain families of ‘known’ sets. This approach makes it possible to formulate necessary and sufficient conditions for the existence of operations on rough sets, which are analogous to classical operations on sets. The basic results presented in this paper, based on certain ideas of the second author, were formulated by the first author in his doctoral dissertation prepared under the su…

Discrete mathematicsInformation Systems and ManagementApproximations of πDominance-based rough set approachIntensionExtension (predicate logic)Computer Science ApplicationsTheoretical Computer ScienceAlgebraArtificial IntelligenceControl and Systems EngineeringApproximation operatorsRough setDoctoral dissertationSoftwareUpper approximationMathematicsInformation Sciences
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Calculus of Contextual Rough Sets in Contextual Spaces

1998

ABSTRACT The palier explains the methods of approximation of set which were earlier put forth by the authors (1995a, 1995b) and by W. Marek and H. Rasiowa (1986). An essential part of this paper is devoted to the presentation of a certain calculus of rough sets and contextual rough sets in contextual spaces.

Set (abstract data type)PhilosophyPresentationLogicmedia_common.quotation_subjectDominance-based rough set approachCalculusmedicineRough setmedicine.diseaseCalculus (medicine)Mathematicsmedia_commonJournal of Applied Non-Classical Logics
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