Sciweavers

100 search results - page 1 / 20
» Rule based fuzzy classification using squashing functions
Sort
View
JIFS
2008
65views more  JIFS 2008»
13 years 4 months ago
Rule based fuzzy classification using squashing functions
József Dombi, Zsolt Gera
EUSFLAT
2009
135views Fuzzy Logic» more  EUSFLAT 2009»
13 years 2 months ago
A Logic-Based Approach for Evaluating Interpretability of Fuzzy Rule-Based Classifiers
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...
Corrado Mencar, Ciro Castiello, Anna Maria Fanelli
FSS
2008
134views more  FSS 2008»
13 years 5 months ago
A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets
In the field of classification problems, we often encounter classes with a very different percentage of patterns between them, classes with a high pattern percentage and classes w...
Alberto Fernández, Salvador García, ...
KES
2000
Springer
13 years 8 months ago
Effects of antecedent pruning in fuzzy classification systems
Fuzzy classification rules are widely considered a well-suited representation of classification knowledge, as they allow readable and interpretable rule bases. The goal of this pa...
Andreas Nürnberger, Aljoscha Klose, Rudolf Kr...
JUCS
2008
160views more  JUCS 2008»
13 years 4 months ago
Automatic Construction of Fuzzy Rule Bases: a further Investigation into two Alternative Inductive Approaches
: The definition of the Fuzzy Rule Base is one of the most important and difficult tasks when designing Fuzzy Systems. This paper discusses the results of two different hybrid meth...
Marcos Evandro Cintra, Heloisa de Arruda Camargo, ...