Fuzzy rule-based systems

L Magdalena - Springer handbook of computational intelligence, 2015 - Springer
Fuzzy rule-based systems are one of the most important areas of application of fuzzy sets
and fuzzy logic. Constituting an extension of classical rule-based systems, these have been …

A review of the construction of hierarchical fuzzy systems

V Torra - International journal of intelligent systems, 2002 - Wiley Online Library
Fuzzy rule‐based systems are nowadays one of the most successful applications of fuzzy
sets and fuzzy logic. Most applications use a flat set of fuzzy rules. However, in complex …

An overview of fuzzy systems

JM Alonso Moral, C Castiello, L Magdalena… - … Fuzzy Systems: Paving …, 2021 - Springer
Fuzzy systems have found widespread application in several contexts and proved their
suitability in tackling a number of diverse real-world problems. However, the realization of …

Applications of fuzzy sets to rule-based expert system development

RN Lea - Telematics and Informatics, 1989 - Elsevier
In this paper, problems of implementing rule-based expert systems using fuzzy sets are
considered. A fuzzy logic software development shell is used that allows inclusion of both …

From knowledge-based to data-driven fuzzy modeling: Development, criticism, and alternative directions

E Hüllermeier - Informatik-Spektrum, 2015 - Springer
This paper elaborates on a development in (applied) fuzzy logic that has taken place in the
last couple of decades, namely, the complementation or even replacement of the traditional …

[图书][B] Advanced fuzzy systems design and applications

Y Jin - 2012 - books.google.com
Fuzzy rule systems have found a wide range of applications in many fields of science and
technology. Traditionally, fuzzy rules are generated from human expert knowledge or human …

The foundations of rule-based computations in fuzzy models

A Kandel, R Pacheco, A Martins, S Khator - Fuzzy Modelling: Paradigms …, 1996 - Springer
Since their inception, the main purpose of expert systems has been emulate human expert
reasoning in problem solving. After the first developments, the researchers realized the …

[PDF][PDF] A hybrid learning process for the knowledge base of a fuzzy rule-based system

J Casillas, O Cordón, F Herrera, P Villar - Proceedings of the 2004 …, 2004 - ccia.ugr.es
Within the field of linguistic fuzzy modeling with fuzzy rule-based systems, the automatic
derivation of the knowledge base from numerical data is an important task. In this …

Designing fuzzy inference systems from data: An interpretability-oriented review

S Guillaume - IEEE Transactions on fuzzy systems, 2001 - ieeexplore.ieee.org
Fuzzy inference systems (FIS) are widely used for process simulation or control. They can be
designed either from expert knowledge or from data. For complex systems, FIS based on …

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

O Cordón, MJ Del Jesus, F Herrera - International Journal of Approximate …, 1999 - Elsevier
Fuzzy Rule-Based Systems have been succesfully applied to pattern classification
problems. In this type of classification systems, the classical Fuzzy Reasoning Method (FRM) …