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Application of K-Nearest Neighbor Rule in the Case of Intuitionistic Fuzzy Sets for Pattern Recognition

In the present paper an algorithm based on the k-nearest neighbors (KNN) rule modified for the case of intuitionistic fuzziness is proposed. The algorithm calculates the degrees of membership, non-membership and indeterminacy for each new element that needs to be classified. The choice of the KNN ru...

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Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Todorova L., Vassilev P.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Academic Publishing House 2009-12-01
Saila:Bioautomation
Gaiak:
Sarrera elektronikoa:http://www.clbme.bas.bg/bioautomation/2009/vol_13.4/files/13.4_5.02.pdf
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