Feature Selection and Ranking Method based on Intuitionistic Fuzzy Matrix and Rough Sets

• Autorzy: Vo, Bich Khue , Nguyen, Hung Son
• Języki publikacji: EN

Abstrakty

EN

In this paper we propose a novel rough-fuzzy hybridization technique to feature selection and feature ranking problem. The idea is to model the local preference relation between pair of features by intuitionistic fuzzy values and search for a feature ranking that is consistent with those constraints. We apply the techniques used in group decision making where constraints are presented in form of intuitionistic fuzzy preference relation. The proposed method has been illustrated by some simple examples.

• Czasopismo: Annals of Computer Science and Information Systems
• Rocznik: 2022
• Tom: Vol. 30
• Strony: 279--288
• Opis fizyczny: Bibliogr. 25 poz.

Twórcy

autor

Vo, Bich Khue

autor

Nguyen, Hung Son

Identyfikatory

DOI

10.15439/2022F261