Ensemble Neural Networks with Fuzzy Integration for Complex Time Series Prediction

Studies in Computational Intelligence - Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition ◽

10.1007/978-3-642-04516-5_9 ◽

2009 ◽

pp. 143-155 ◽

Author(s):

Martha Pulido ◽

Alejandra Mancilla ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Complex Time ◽

Ensemble Neural Networks

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Ensemble neural networks with fuzzy logic integration for complex time series prediction

International Journal of Intelligent Engineering Informatics ◽

10.1504/ijiei.2010.033531 ◽

2010 ◽

Vol 1 (1) ◽

pp. 89 ◽

Author(s):

Martha Pulido ◽

Alejandra Mancilla ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Time Series ◽

Fuzzy Logic ◽

Time Series Prediction ◽

Complex Time ◽

Ensemble Neural Networks

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Ensemble Neural Networks with Fuzzy Integration for Complex Time Series Prediction

Intelligent Engineering Systems through Artificial Neural Networks ◽

10.1115/1.802953.paper66 ◽

2009 ◽

pp. 531-538

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Complex Time ◽

Ensemble Neural Networks

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Comparison of Genetic Algorithm and Particle Swarm Optimization of Ensemble Neural Networks for Complex Time Series Prediction

Recent Advances of Hybrid Intelligent Systems Based on Soft Computing - Studies in Computational Intelligence ◽

10.1007/978-3-030-58728-4_3 ◽

2020 ◽

pp. 51-77

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Time Series ◽

Particle Swarm Optimization ◽

Time Series Prediction ◽

Particle Swarm ◽

Swarm Optimization ◽

Complex Time ◽

Ensemble Neural Networks

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Genetic optimization of ensemble neural networks for complex time series prediction

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033222 ◽

2011 ◽

Author(s):

M. Pulido ◽

P. Melin ◽

O. Castillo

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Genetic Optimization ◽

Complex Time ◽

Ensemble Neural Networks

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Ensemble Recurrent Neural Networks for Complex Time Series Prediction with Integration Methods

Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications - Studies in Computational Intelligence ◽

10.1007/978-3-030-68776-2_4 ◽

2021 ◽

pp. 71-83

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Prediction ◽

Integration Methods ◽

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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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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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Particle swarm optimization of ensemble neural networks with fuzzy aggregation for time series prediction of the Mexican Stock Exchange

Information Sciences ◽

10.1016/j.ins.2014.05.006 ◽

2014 ◽

Vol 280 ◽

pp. 188-204 ◽

Author(s):

Martha Pulido ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Time Series ◽

Particle Swarm Optimization ◽

Stock Exchange ◽

Time Series Prediction ◽

Particle Swarm ◽

Swarm Optimization ◽

Fuzzy Aggregation ◽

Ensemble Neural Networks

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Optimization of Ensemble Neural Networks with Fuzzy Integration Using the Particle Swarm Algorithm for Time Series Prediction

Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization - Studies in Computational Intelligence ◽

10.1007/978-3-319-17747-2_14 ◽

2015 ◽

pp. 171-184 ◽

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Ensemble Neural Networks ◽

Swarm Algorithm

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Optimization of ensemble neural networks with fuzzy integration using the particle swarm algorithm for the US Dollar/MX time series prediction

2014 IEEE Conference on Norbert Wiener in the 21st Century (21CW) ◽

10.1109/norbert.2014.6893877 ◽

2014 ◽

Author(s):

Martha Pulido ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

The Us ◽

Ensemble Neural Networks ◽

Us Dollar ◽

Swarm Algorithm

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