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Open Access item NORFREA: An algorithm for non redundant fuzzy rule extraction |
| Authors: | Senhadji, Raouf
Sánchez-Solano, Santiago
Barriga, Angel
Baturone, I.
Moreno Velo, Francisco José |
| Keywords: | Fuzzy rules, Algorithms |
| Issue Date: | Oct-2002 |
| Publisher: | Institute of Electrical and Electronics Engineers |
| Citation: | Proc. IEEE International Conference on Systems, Mans, and Cybernetics (SMC’2002), pp. 19, Hammamet (Tunisia), October 6-9, 2002. |
| Abstract: | This contribution presents a new algorithm
(NORFREA) to select fuzzy rules from a grid
partition of the input domain. Besides using
an efficiency measure for the rules, this algorithm employs an heuristic technique to
reduce the influence of the initial grid structure. Different benchmarks of classification problems are included to illustrate the advantages of this algorithm. |
| URI: | http://hdl.handle.net/10261/3518 |
| Appears in Collections: | (IMS-CNM) Comunicaciones congresos
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