New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic

Mapping Intimacies ◽

10.1007/978-3-319-73773-7 ◽

2018 ◽

Author(s):

Jonathan Amezcua ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Classification Method ◽

New Classification ◽

Modular Neural Networks

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Computational intelligence software: Type-2 Fuzzy Logic and Modular Neural Networks

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4634045 ◽

2008 ◽

Author(s):

Oscar Castillo ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Computational Intelligence ◽

Modular Neural Networks

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Interval Type-2 Fuzzy Logic for Module Relevance Estimation in Sugeno Integration of Modular Neural Networks

Studies in Computational Intelligence - Soft Computing for Hybrid Intelligent Systems ◽

10.1007/978-3-540-70812-4_7 ◽

2008 ◽

pp. 115-127 ◽

Author(s):

Olivia Mendoza ◽

Patricia Melín ◽

Guillermo Licea

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Modular Neural Networks ◽

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A new classification method based on LVQ neural networks and Fuzzy Logic

Soggettività e potere ◽

10.1109/nafips-wconsc.2015.7284171 ◽

2015 ◽

Author(s):

Jonathan Amezcua ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Classification Method ◽

New Classification

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Interval type-2 fuzzy logic gravitational search algorithm for the optimization of modular neural networks in echocardiogram recognition

2016 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2016.7850134 ◽

2016 ◽

Author(s):

Beatriz Gonzalez ◽

Patricia Melin ◽

Fevrier Valdez ◽

German Prado-Arechiga

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Search Algorithm ◽

Gravitational Search Algorithm ◽

Modular Neural Networks ◽

Gravitational Search ◽

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Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks for Image Recognition

Lecture Notes in Computer Science - Foundations of Fuzzy Logic and Soft Computing ◽

10.1007/978-3-540-72950-1_60 ◽

2007 ◽

pp. 604-612 ◽

Author(s):

Olivia Mendoza ◽

Patricia Melin ◽

Oscar Castillo ◽

Guillermo Licea

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Image Recognition ◽

Training Data ◽

Modular Neural Networks

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Method for Response Integration in Modular Neural Networks Using Type-2 Fuzzy Logic

Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition - Studies in Computational Intelligence ◽

10.1007/978-3-642-24139-0_4 ◽

2012 ◽

pp. 29-39

Author(s):

Patricia Melin

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Modular Neural Networks

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Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks

Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition - Studies in Computational Intelligence ◽

10.1007/978-3-642-24139-0_3 ◽

2012 ◽

pp. 21-28 ◽

Author(s):

Patricia Melin

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Training Data ◽

Modular Neural Networks

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Pattern Recognition with Modular Neural Networks and Type-2 Fuzzy Logic

Springer Handbook of Computational Intelligence ◽

10.1007/978-3-662-43505-2_79 ◽

2015 ◽

pp. 1509-1515 ◽

Author(s):

Patricia Melin

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Fuzzy Logic ◽

Modular Neural Networks

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A Method for Response Integration in Modular Neural Networks using Interval Type-2 Fuzzy Logic

2007 IEEE International Fuzzy Systems Conference ◽

10.1109/fuzzy.2007.4295373 ◽

2007 ◽

Author(s):

Jerica Urias ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Modular Neural Networks ◽

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Estimating module relevance with Sugeno integration of modular neural networks using Interval Type-2 Fuzzy logic

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4633970 ◽

2008 ◽

Author(s):

Olivia Mendoza ◽

Patricia Melin ◽

Guillermo Licea

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Modular Neural Networks ◽

Download Full-text