Abstract
The correlation coefficient (Pearson’s r) is one of the most frequently used tools in statistics. In this paper we propose a correlation coefficient of Atanassov’s intuitionistic fuzzy sets (A-IFSs). It provides the strength of the relationship between A-IFSs and also shows if the considered sets are positively or negatively correlated. Next, the proposed correlation coefficient takes into account not only the amount of information related to the A-IFS data (expressed by the membership and non-membership values) but also the reliability of the data expressed by a so-called hesitation margin.
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Szmidt, E., Kacprzyk, J. (2010). Correlation of Intuitionistic Fuzzy Sets. In: HĂĽllermeier, E., Kruse, R., Hoffmann, F. (eds) Computational Intelligence for Knowledge-Based Systems Design. IPMU 2010. Lecture Notes in Computer Science(), vol 6178. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14049-5_18
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DOI: https://doi.org/10.1007/978-3-642-14049-5_18
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