Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for Prediction of the Taiwan Stock Exchange

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

10.1007/978-3-319-75408-6_13 ◽

2018 ◽

pp. 151-164 ◽

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Stock Exchange ◽

Taiwan Stock Exchange ◽

Ensemble Neural Networks

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Genetic algorithm and Particle Swarm Optimization of ensemble neural networks with type-1 and type-2 fuzzy integration for prediction of the Taiwan Stock Exchange

2016 IEEE 8th International Conference on Intelligent Systems (IS) ◽

10.1109/is.2016.7737413 ◽

2016 ◽

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Particle Swarm Optimization ◽

Stock Exchange ◽

Particle Swarm ◽

Swarm Optimization ◽

Taiwan Stock Exchange ◽

Ensemble Neural Networks

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Particle Swarm Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for the Taiwan Stock Exchange

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

10.1007/978-3-319-47054-2_27 ◽

2016 ◽

pp. 409-421 ◽

Author(s):

Martha Pulido ◽

Patricia Melin ◽

Olivia Mendoza

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Stock Exchange ◽

Particle Swarm ◽

Swarm Optimization ◽

Taiwan Stock Exchange ◽

Ensemble Neural Networks

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Optimization of Ensemble Neural Networks with Type-1 and Interval Type-2 Fuzzy Integration for Forecasting the Taiwan Stock Exchange

Advances in Data Analysis with Computational Intelligence Methods - Studies in Computational Intelligence ◽

10.1007/978-3-319-67946-4_6 ◽

2017 ◽

pp. 169-181

Author(s):

Martha Pulido ◽

Patricia Melin ◽

Olivia Mendoza

Keyword(s):

Neural Networks ◽

Stock Exchange ◽

Taiwan Stock Exchange ◽

Ensemble Neural Networks ◽

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Optimization of type-2 fuzzy integration in ensemble neural networks for predicting the US Dolar/MX pesos time series

2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS) ◽

10.1109/ifsa-nafips.2013.6608626 ◽

2013 ◽

Author(s):

Martha Pulido ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Time Series ◽

The Us ◽

Ensemble Neural Networks

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Optimization of Ensemble Neural Networks with Type-2 Fuzzy Integration of Responses for the Dow Jones Time Series Prediction

Intelligent Automation & Soft Computing ◽

10.1080/10798587.2014.893047 ◽

2014 ◽

Vol 20 (3) ◽

pp. 403-418 ◽

Author(s):

Patricia Melin ◽

Martha Pulido

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Ensemble 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

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 of type-2 fuzzy integration in ensemble neural networks for predicting the Dow Jones time series

2012 Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS) ◽

10.1109/nafips.2012.6291046 ◽

2012 ◽

Author(s):

Martha Elena Pulido ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Time Series ◽

Ensemble Neural Networks

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A New Method for Type-2 Fuzzy Integration in Ensemble Neural Networks Based on Genetic Algorithms

Recent Advances on Hybrid Intelligent Systems - Studies in Computational Intelligence ◽

10.1007/978-3-642-33021-6_14 ◽

2013 ◽

pp. 173-182 ◽

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Ensemble Neural Networks

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Response integration in Ensemble 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.2008.4633995 ◽

2008 ◽

Author(s):

Miguel Lopez ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Ensemble Neural Networks ◽

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Optimization using the firefly algorithm of ensemble neural networks with type-2 fuzzy integration for COVID-19 time series prediction

Soft Computing ◽

10.1007/s00500-020-05549-5 ◽

2021 ◽

Author(s):

Patricia Melin ◽

Daniela Sánchez ◽

Julio Cesar Monica ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Time Series ◽

Firefly Algorithm ◽

Time Series Prediction ◽

Ensemble Neural Networks

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