Name
Abstract | ||
|---|---|---|
In this paper we analyze the minimal set of axioms that overlap indices between fuzzy sets must fulfill. We also present a method to build overlap indices using overlap functions and we carry on a theoretical study about the continuity, the invariance and some general properties of such indices. We present a generalization of the inference algorithm for interpolative fuzzy systems using overlap indices. We also propose an algorithm for choosing, among a set of overlap indices, the best one for a considered problem. |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1109/TFUZZ.2014.2349535 | Fuzzy Systems, IEEE Transactions |
Keywords | Field | DocType |
fuzzy systems,interpolation,fuzzy sets,indexes | Fuzzy classification,Defuzzification,Fuzzy set operations,Fuzzy mathematics,Fuzzy set,Artificial intelligence,Type-2 fuzzy sets and systems,Fuzzy number,Membership function,Machine learning,Mathematics | Journal |
Volume | Issue | ISSN |
PP | 99 | 1063-6706 |
Citations | PageRank | References |
7 | 0.50 | 19 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Santiago Garcia-Jimenez | 1 | 7 | 0.50 |
| humberto bustince sola | 2 | 26 | 1.20 |
| Eyke Hüllermeier | 3 | 3423 | 213.52 |
| Radko Mesiar | 4 | 3778 | 472.41 |
| Nikhil R. Pal | 5 | 4464 | 417.55 |
| Ana Pradera | 6 | 159 | 16.09 |