160 search results - page 1 / 32 » A KFCM-Based Fuzzy Classifier |
FUZZIEEE
2007
IEEE
13 years 8 months ago
2007
IEEE
The use of bagging is explored to create an ensemble of fuzzy classifiers. The learning algorithm used was ANFIS (Adaptive Neuro-Fuzzy Inference Systems). We compare results from b...
EUSFLAT
2003
13 years 6 months ago
2003
We report on experiments designed to highlight the strengths and weaknesses of an autonomous rule acquisition algorithm for the fuzzy controller of a simulated mobile robot. The a...
FSKD
2010
Springer
13 years 5 months ago
2010
Springer
FUZZIEEE
2007
IEEE
13 years 8 months ago
2007
IEEE
Abstract-- In this paper a new method for training singlemodel and multi-model fuzzy classifiers incrementally and adaptively is proposed, which is called FLEXFIS-Class. The evolvi...
EUSFLAT
2009
13 years 2 months ago
2009
Abstract-- We describe an automatic approach for evaluating interpretability of fuzzy rule-based classifiers. The approach is based on the logical view of fuzzy rules, which are in...