Unsupervized aggregation of commensurate correlated attributes by means of the choquet integral and entropy functionals

Volume: 23, Issue: 2, Pages: 128 - 154
Published: Feb 1, 2008
Abstract
In the framework of aggregation by the discrete Choquet integral, the unsupervized method for the identification of the underlying capacity initially put forward in Kojadinovic, Eur J Oper Res 2004; 155:741–751 is presented and improvements are proposed. The suggested approach consists in replacing the subjective notion of importance of a subset of attributes by that of information content of a subset of attributes, which can be estimated from...
Paper Details
Title
Unsupervized aggregation of commensurate correlated attributes by means of the choquet integral and entropy functionals
DOI
Published Date
Feb 1, 2008
Journal
Volume
23
Issue
2
Pages
128 - 154
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