Fuzzy knowledge representation study for incremental learning in data streams and classification problems

Domains of competence of fuzzy rule based classification systems with data complexity measures: A case of study using a fuzzy hybrid genetic based machine learning method

(2009) Julián Luengo et al.   FUZZY SETS AND SYSTEMS

Facetwise Analysis of XCS for Problems With Class Imbalances

(2009) A. Orriols-Puig et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Dynamically Constrained Multiobjective Genetic Fuzzy System for Regression Problems

(2009) P. Pulkkinen et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Identification of fuzzy models using a successive tuning method with a variant identification ratio

(2008) Jeoung-Nae Choi et al.   FUZZY SETS AND SYSTEMS

Evolving fuzzy classifiers using different model architectures

(2008) P. Angelov et al.   FUZZY SETS AND SYSTEMS

Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets

(2008) Alberto Fernández et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Adaptation and application of multi-objective evolutionary algorithms for rule reduction and parameter tuning of fuzzy rule-based systems

(2008) María José Gacto et al.   SOFT COMPUTING

Context adaptation of fuzzy systems through a multi-objective evolutionary approach based on a novel interpretability index

(2008) Alessio Botta et al.   SOFT COMPUTING