An extraction method for the characterization of the Fuzzy Rule Based Classification Systems' behavior using data complexity measures: A case of study with FH-GBML

International Conference on Fuzzy Systems ◽

10.1109/fuzzy.2010.5584810 ◽

2010 ◽

Cited By ~ 1

Author(s):

Julian Luengo ◽

Francisco Herrera

Keyword(s):

Extraction Method ◽

Fuzzy Rule ◽

Classification Systems ◽

Data Complexity ◽

Complexity Measures ◽

Rule Based ◽

Using Data

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Analyzing the Behavior of Aggregation and Pre-aggregation Functions in Fuzzy Rule-Based Classification Systems with Data Complexity Measures

Advances in Fuzzy Logic and Technology 2017 - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-66824-6_39 ◽

2017 ◽

pp. 443-455 ◽

Cited By ~ 1

Author(s):

Giancarlo Lucca ◽

Jose Sanz ◽

Graçaliz P. Dimuro ◽

Benjamín Bedregal ◽

Humberto Bustince

Keyword(s):

Fuzzy Rule ◽

Classification Systems ◽

Data Complexity ◽

Complexity Measures ◽

Rule Based ◽

Aggregation Functions

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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

Fuzzy Sets and Systems ◽

10.1016/j.fss.2009.04.001 ◽

2010 ◽

Vol 161 (1) ◽

pp. 3-19 ◽

Cited By ~ 33

Author(s):

Julián Luengo ◽

Francisco Herrera

Keyword(s):

Machine Learning ◽

Fuzzy Rule ◽

Classification Systems ◽

Machine Learning Method ◽

Data Complexity ◽

Learning Method ◽

Complexity Measures ◽

Rule Based

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An automatic extraction method of the domains of competence for learning classifiers using data complexity measures

Knowledge and Information Systems ◽

10.1007/s10115-013-0700-4 ◽

2013 ◽

Vol 42 (1) ◽

pp. 147-180 ◽

Cited By ~ 17

Author(s):

Julián Luengo ◽

Francisco Herrera

Keyword(s):

Extraction Method ◽

Automatic Extraction ◽

Data Complexity ◽

Complexity Measures ◽

Learning Classifiers ◽

Using Data

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Genetic fuzzy rule-based classification systems for tissue characterization of intravascular ultrasound images

2012 IEEE International Conference on Fuzzy Systems ◽

10.1109/fuzz-ieee.2012.6251190 ◽

2012 ◽

Cited By ~ 5

Author(s):

Vasilis G. Giannoglou ◽

Dimitris G. Stavrakoudis ◽

John B. Theocharis ◽

Vasilios Petridis

Keyword(s):

Intravascular Ultrasound ◽

Tissue Characterization ◽

Fuzzy Rule ◽

Classification Systems ◽

Ultrasound Images ◽

Rule Based

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Input selection in fuzzy rule-based classification systems

Proceedings of 6th International Fuzzy Systems Conference ◽

10.1109/fuzzy.1997.619758 ◽

2002 ◽

Cited By ~ 16

Author(s):

T. Nakashima ◽

T. Morisawa ◽

H. Ishibuchi

Keyword(s):

Fuzzy Rule ◽

Classification Systems ◽

Rule Based ◽

Input Selection

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A Study on Weighting Training Patterns for Fuzzy Rule-Based Classification Systems

Modeling Decisions for Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27774-3_7 ◽

2004 ◽

pp. 60-69

Author(s):

Tomoharu Nakashima ◽

Hisao Ishibuchi ◽

Andrzej Bargiela

Keyword(s):

Fuzzy Rule ◽

Classification Systems ◽

Rule Based

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Genetic Learning Analysis of Fuzzy Rule-Based Classification Systems Considering Data Reduction

Intelligent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61380-8_18 ◽

2020 ◽

pp. 259-271

Author(s):

Allen Hichard Marques dos Santos ◽

Matheus Giovanni Pires ◽

Fabiana Cristina Bertoni

Keyword(s):

Data Reduction ◽

Fuzzy Rule ◽

Classification Systems ◽

Rule Based ◽

Learning Analysis

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An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems

Intelligent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61380-8_16 ◽

2020 ◽

pp. 231-244

Author(s):

Frederico B. Tiggemann ◽

Bryan G. Pernambuco ◽

Giancarlo Lucca ◽

Eduardo N. Borges ◽

Helida Santos ◽

...

Keyword(s):

Fuzzy Rule ◽

Classification Systems ◽

Rule Based ◽

Power Measure

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

International Journal of Intelligent Systems ◽

10.1002/(sici)1098-111x(199810/11)13:10/11<1025::aid-int9>3.0.co;2-n ◽

1998 ◽

Vol 13 (10-11) ◽

pp. 1025-1053 ◽

Cited By ~ 55

Author(s):

Oscar Cord�n ◽

Mar�a Jos� del Jesus ◽

Francisco Herrera

Keyword(s):

Fuzzy Rule ◽

Fuzzy Reasoning ◽

Classification Systems ◽

Rule Based

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Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning

Computational Intelligence for Knowledge-Based Systems Design - Lecture Notes in Computer Science ◽

10.1007/978-3-642-14049-5_10 ◽

2010 ◽

pp. 89-98 ◽

Cited By ~ 23

Author(s):

Alberto Fernández ◽

Mara José del Jesus ◽

Francisco Herrera

Keyword(s):

Imbalanced Data ◽

Fuzzy Rule ◽

Classification Systems ◽

Data Sets ◽

Rule Based ◽

Imbalanced Data Sets ◽

Pairwise Learning

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