AAAI Publications, The Twenty-Sixth International FLAIRS Conference

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Decision Tables Aggregation in Rough Sets Approximation
Salem Chakhar, Clara Pusceddu

Last modified: 2013-05-19

Abstract


The Dominance-based Rough Set Approach (DRSA) is an extension of Rough Sets Theory to handle multicriteria classification problems by authorizing preference-ordered attributes. The DRSA assumes the existence of a single decision table while real-world decision problems imply generally several experts with different decision tables. The objective of this paper is to propose an algorithm for the aggregation of a set of decision tables, as a first step for approximating these tables. The algorithm is illustrated using real-world data.

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