Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures
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 …
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 …
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 …
particularly genetic algorithms, in the domain of knowledge discovery in databases …
Learning comprehensible and accurate hybrid trees
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 …
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 …
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 …
Bibliography of Genetic Algorithms with Fuzzy Systems compiled by Jarmo T. Alander …
Multi-objective learning of hybrid classifiers
We propose a multi-objective machine learning approach guaranteed to find the Pareto
optimal set of hybrid classification models consisting of comprehensible and …
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 …
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 …
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 …
evolutionary linguistic fuzzy controller through an overlap-based encoding strategy for the …