A New Approach to Principal Component Analysis for Intuitionistic Fuzzy Data Sets

We propose a new approach to Principal Component Analysis (PCA) for Atanassov’s intuitionistic fuzzy sets (A-IFSs). We are mainly concerned with the dimension reduction for data represented as the A-IFSs, and provide an illustrative example.

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