Non-singleton Interval Type-2 Fuzzy Systems as Integration Methods in Modular Neural Networks Used Genetic Algorithms to Design

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

10.1007/978-3-319-47054-2_56 ◽

2016 ◽

pp. 821-838

Author(s):

Denisse Hidalgo ◽

Patricia Melin ◽

Juan R. Castro

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Fuzzy Systems ◽

Integration Methods ◽

Modular Neural Networks ◽

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Interval type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimisation with genetic algorithms

International Journal of Biometrics ◽

10.1504/ijbm.2008.018666 ◽

2008 ◽

Vol 1 (1) ◽

pp. 114 ◽

Author(s):

Denisse Hidalgo ◽

Oscar Castillo ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Fuzzy Inference ◽

Fuzzy Inference Systems ◽

Integration Methods ◽

Modular Neural Networks ◽

Interval Type ◽

Inference Systems

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Type-1 and type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimization with genetic algorithms

Information Sciences ◽

10.1016/j.ins.2008.07.013 ◽

2009 ◽

Vol 179 (13) ◽

pp. 2123-2145 ◽

Author(s):

Denisse Hidalgo ◽

Oscar Castillo ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Fuzzy Inference ◽

Fuzzy Inference Systems ◽

Integration Methods ◽

Modular Neural Networks ◽

Inference Systems

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Optimization with genetic algorithms of modular neural networks using interval type-2 fuzzy logic for response integration: The case of multimodal biometry

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

10.1109/ijcnn.2008.4633878 ◽

2008 ◽

Author(s):

Denisse Hidalgo ◽

Oscar Castillo ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Fuzzy Logic ◽

Modular Neural Networks ◽

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Type-1 and Type-2 Fuzzy Inference Systems as Integration Methods in Modular Neural Networks for Multimodal Biometry and Its Optimization with Genetic Algorithms

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

10.1007/978-3-540-70812-4_6 ◽

2008 ◽

pp. 89-114 ◽

Author(s):

Denisse Hidalgo ◽

Oscar Castillo ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Fuzzy Inference ◽

Fuzzy Inference Systems ◽

Integration Methods ◽

Modular Neural Networks ◽

Inference Systems

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Optimization for Type-1 and Interval Type-2 Fuzzy Systems for the Classification of Blood Pressure Load Using Genetic Algorithms

Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications - Studies in Computational Intelligence ◽

10.1007/978-3-030-35445-9_5 ◽

2020 ◽

pp. 63-71 ◽

Author(s):

Juan Carlos Guzmán ◽

Patricia Melin ◽

German Prado-Arechiga

Keyword(s):

Blood Pressure ◽

Genetic Algorithms ◽

Fuzzy Systems ◽

Pressure Load ◽

Blood Pressure Load ◽

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Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition

10.1007/978-3-642-24139-0 ◽

2012 ◽

Author(s):

Patricia Melin

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Fuzzy Systems ◽

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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Type-2 Fuzzy Systems for Improving Training Data and Decision Making in Modular Neural Networks for Image Recognition

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371426 ◽

2007 ◽

Author(s):

Olivia Mendoza ◽

Patricia Melin ◽

Guillermo Licea

Keyword(s):

Neural Networks ◽

Decision Making ◽

Image Recognition ◽

Fuzzy Systems ◽

Training Data ◽

Modular Neural Networks

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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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Choquet Integral with Interval Type 2 Sugeno Measures as an Integration Method for Modular Neural Networks

Recent Developments and New Direction in Soft-Computing Foundations and Applications - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-319-32229-2_6 ◽

2016 ◽

pp. 71-86

Author(s):

Gabriela E. Martínez ◽

Olivia Mendoza ◽

Juan R. Castro ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Integration Method ◽

Choquet Integral ◽

Modular Neural Networks ◽

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