Abstract
The paper studies the functions defined on [0,1] by axioms similar to the properties of the correlation coefficient. The methods of generation of such functions by means of strong negations, similarity measures and pseudo-difference operations associated to t-conorms are proposed. The considered non-statistical association measures can be used in definition of association (or correlation) measures of fuzzy sets, in measuring associations in fuzzy inference and probabilistic reasoning.
| Original language | English |
|---|---|
| Pages (from-to) | 1011-1020 |
| Number of pages | 10 |
| Journal | Journal of Intelligent and Fuzzy Systems |
| Volume | 29 |
| Issue number | 3 |
| DOIs | |
| State | Published - 7 Oct 2015 |
Keywords
- Association measure
- correlation
- fuzzy logic
- involution
- pseudo-difference
- similarity measure
- strong negation
- t-conorm