Selection of the attributes in intuitionistic fuzzy models
Eulalia J Szmidt, Janusz Kacprzyk · Notes on Intuitionistic Fuzzy Sets · 2018
We present a novel method of attribute selection for data bases which are expressed via intuitionistic fuzzy sets (IFSs, for short).We use the three term representation of the IFSs which makes it possible to construct a transparent and justified function that makes it possible to select attributes for widely understood decision making, e.g., for classification tasks.We test the proposed method using a well known example from literature.The results obtained are compared with other methods.