A Multiobjective Genetic Algorithm for Feature Selection and Data Base Learning in Fuzzy-Rule Based Classification Systems

A Pareto-based Ensemble with Feature and Instance Selection for Learning from Multi-Class Imbalanced Datasets

artículo científico publicado en 2017

A hierarchical genetic fuzzy system based on genetic programming for addressing classification with highly imbalanced and borderline data-sets

A proposal on reasoning methods in fuzzy rule-based classification systems

A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets

article published in 2008

An overview on subgroup discovery: foundations and applications

Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches

artículo científico publicado en 2013

Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data

scholarly article by C. Romero et al published March 2009 in Expert Systems with Applications

GP-COACH: Genetic Programming-based learning of COmpact and ACcurate fuzzy rule-based classification systems for High-dimensional problems

artículo científico publicado en 2010

Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems

Genetic learning of fuzzy rule‐based classification systems cooperating with fuzzy reasoning methods

Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction

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

LI-MLC: a label inference methodology for addressing high dimensionality in the label space for multilabel classification.

artículo científico publicado en 2014

MOGUL: A methodology to obtain genetic fuzzy rule‐based systems under the iterative rule learning approach

Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming.

artículo científico publicado en 2017

NMEEF-SD: Non-dominated Multiobjective Evolutionary Algorithm for Extracting Fuzzy Rules in Subgroup Discovery

On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets

artículo científico publicado en 2010

On the influence of an adaptive inference system in fuzzy rule based classification systems for imbalanced data-sets

artículo científico publicado en 2009

Some relationships between fuzzy and random set-based classifiers and models

Special Issue on Genetic Fuzzy Systems and the Interpretability–Accuracy Trade-off