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 ◽

Interval Type

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Response integration in modular neural networks using Choquet Integral with Interval type 2 Sugeno measures

Soggettività e potere ◽

10.1109/nafips-wconsc.2015.7284203 ◽

2015 ◽

Cited By ~ 4

Author(s):

Gabriela E. Martinez ◽

Olivia Mendoza ◽

Juan R. Castro ◽

A. Rodriguez-Diaz ◽

Patricia Melin ◽

...

Keyword(s):

Neural Networks ◽

Choquet Integral ◽

Modular Neural Networks ◽

Interval Type

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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 ◽

Cited By ~ 6

Author(s):

Olivia Mendoza ◽

Patricia Melín ◽

Guillermo Licea

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Modular Neural Networks ◽

Interval Type

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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 ◽

Cited By ~ 11

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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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 ◽

Interval Type

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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 ◽

Cited By ~ 4

Author(s):

Jerica Urias ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Modular Neural Networks ◽

Interval Type

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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 ◽

Interval Type

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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 ◽

Interval Type

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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 ◽

Interval Type

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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 ◽

Interval Type

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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 ◽

Cited By ~ 11

Author(s):

Denisse Hidalgo ◽

Oscar Castillo ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Fuzzy Logic ◽

Modular Neural Networks ◽

Interval Type

Download Full-text