A neural network classifier based on Dempster-Shafer theory
Published in IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans • Mar 1, 2000
Authors:
Thierry Denœux
Abstract
A new adaptive pattern classifier based on the Dempster-Shafer theory of evidence is presented. This method uses reference patterns as items of evidence regarding the class membership of each input pattern under consideration. This evidence is represented by basic belief assignments (BBA) and pooled...
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