Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures

MJ Gacto, R Alcalá, F Herrera - Information Sciences, 2011 - Elsevier
Linguistic fuzzy modelling, developed by linguistic fuzzy rule-based systems, allows us to
deal with the modelling of systems by building a linguistic model which could become …

A dynamically constrained multiobjective genetic fuzzy system for regression problems

P Pulkkinen, H Koivisto - IEEE Transactions on Fuzzy Systems, 2009 - ieeexplore.ieee.org
In this paper, a multiobjective genetic fuzzy system (GFS) to learn the granularities of fuzzy
partitions, tuning the membership functions (MFs), and learning the fuzzy rules is presented …

Revisiting evolutionary algorithms in feature selection and nonfuzzy/fuzzy rule based classification

S Dehuri, A Ghosh - Wiley Interdisciplinary Reviews: Data …, 2013 - Wiley Online Library
This paper discusses the relevance and possible applications of evolutionary algorithms,
particularly genetic algorithms, in the domain of knowledge discovery in databases …

Learning comprehensible and accurate hybrid trees

M Luštrek, S Džeroski, M Gjoreski, M Gams - Expert Systems with …, 2021 - Elsevier
Finding the best classifiers according to different criteria is often performed by a multi-
objective machine learning algorithm. This study considers two criteria that are usually …

[PDF][PDF] Indexed Bibliography of Genetic Algorithms in Signal and Image {\BL} Processing

JT Alander - Acta Electronica Sinica (China), 1974 - Citeseer
\Living organism are consummate problem solvers. They exhibit a versatility that puts the
best computer programs to shame." John H. Holland 1] The material of this bibliography has …

[PDF][PDF] Indexed bibliography of genetic algorithms with fuzzy systems

JT Alander - Fuzzy Evolutionary Computation, 1994 - academia.edu
An Indexed Bibliography of Genetic Algorithms with Fuzzy Systems Page 1 An Indexed
Bibliography of Genetic Algorithms with Fuzzy Systems compiled by Jarmo T. Alander …

Multi-objective learning of hybrid classifiers

R Piltaver, M Luštrek, J Zupančič, S Džeroski… - ECAI 2014, 2014 - ebooks.iospress.nl
We propose a multi-objective machine learning approach guaranteed to find the Pareto
optimal set of hybrid classification models consisting of comprehensible and …

[PDF][PDF] Indexed bibliography of genetic algorithms in machine learning

JT Alander - University of Vaasa, 2012 - researchgate.net
An Indexed Bibliography of Genetic Algorithms in Machine Learning Page 1 An Indexed
Bibliography of Genetic Algorithms in Machine Learning compiled by Jarmo T. Alander …

[PDF][PDF] Indexed bibliography of genetic algorithms in the Nordic and Baltic countries

JT Alander - 1994 - researchgate.net
An Indexed Bibliography of Genetic Algorithms in the Nordic and Baltic Countries Page 1 An
Indexed Bibliography of Genetic Algorithms in the Nordic and Baltic Countries compiled by …

On accommodating the semantic-based interpretability in evolutionary linguistic fuzzy controller

H Megherbi, AC Megherbi… - Journal of Intelligent & …, 2019 - content.iospress.com
In this paper, we propose the accommodation of the semantic-based interpretability in
evolutionary linguistic fuzzy controller through an overlap-based encoding strategy for the …