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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Interval Type-2 Fuzzy Logic for Parameter Adaptation in the Gravitational Search Algorithm

Advances in Computational Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-319-62434-1_20 ◽

2017 ◽

pp. 239-249

Author(s):

Beatriz González ◽

Fevrier Valdez ◽

Patricia Melin

Keyword(s):

Fuzzy Logic ◽

Search Algorithm ◽

Gravitational Search Algorithm ◽

Parameter Adaptation ◽

Gravitational Search ◽

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Interval type-2 fuzzy logic for dynamic parameter adaptation in a modified gravitational search algorithm

Information Sciences ◽

10.1016/j.ins.2018.10.025 ◽

2019 ◽

Vol 476 ◽

pp. 159-175 ◽

Author(s):

Frumen Olivas ◽

Fevrier Valdez ◽

Patricia Melin ◽

Alberto Sombra ◽

Oscar Castillo

Keyword(s):

Fuzzy Logic ◽

Search Algorithm ◽

Gravitational Search Algorithm ◽

Dynamic Parameter ◽

Parameter Adaptation ◽

Gravitational Search ◽

Interval Type ◽

Modified Gravitational Search Algorithm

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Fuzzy logic in the gravitational search algorithm for the optimization of modular neural networks in pattern recognition

Expert Systems with Applications ◽

10.1016/j.eswa.2015.03.034 ◽

2015 ◽

Vol 42 (14) ◽

pp. 5839-5847 ◽

Author(s):

Beatriz González ◽

Fevrier Valdez ◽

Patricia Melin ◽

German Prado-Arechiga

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Fuzzy Logic ◽

Search Algorithm ◽

Gravitational Search Algorithm ◽

Modular Neural Networks ◽

Gravitational Search

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Fuzzy logic in the gravitational search algorithm enhanced using fuzzy logic with dynamic alpha parameter value adaptation for the optimization of modular neural networks in echocardiogram recognition

Applied Soft Computing ◽

10.1016/j.asoc.2015.08.034 ◽

2015 ◽

Vol 37 ◽

pp. 245-254 ◽

Author(s):

Beatriz González ◽

Fevrier Valdez ◽

Patricia Melin ◽

German Prado-Arechiga

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Search Algorithm ◽

Gravitational Search Algorithm ◽

Modular Neural Networks ◽

Gravitational Search

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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 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 ◽

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Interval Type-2 Fuzzy Logic for Module Relevance Estimation in Sugeno Response Integration of 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_8 ◽

2012 ◽

pp. 93-105

Author(s):

Patricia Melin

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Modular Neural Networks ◽

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A Gravitational Search Algorithm Using Type-2 Fuzzy Logic for Parameter Adaptation

Nature-Inspired Design of Hybrid Intelligent Systems - Studies in Computational Intelligence ◽

10.1007/978-3-319-47054-2_8 ◽

2016 ◽

pp. 127-138 ◽

Author(s):

Beatriz González ◽

Fevrier Valdez ◽

Patricia Melin

Keyword(s):

Fuzzy Logic ◽

Search Algorithm ◽

Gravitational Search Algorithm ◽

Parameter Adaptation ◽

Gravitational Search

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Application of interval type-2 fuzzy logic for estimating module relevance in Sugeno integration of modular neural networks

2009 IEEE International Conference on Fuzzy Systems ◽

10.1109/fuzzy.2009.5277419 ◽

2009 ◽

Author(s):

Olivia Mendoza ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Modular Neural Networks ◽

Download Full-text