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 ◽

Cited By ~ 1

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 ◽

Cited By ~ 1

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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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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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 ◽

Cited By ~ 76

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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Multiresolution Neural Networks Based on Immune Particle Swarm Algorithm

Lecture Notes in Computer Science - Advances in Natural Computation ◽

10.1007/11881070_16 ◽

2006 ◽

pp. 97-106 ◽

Cited By ~ 1

Author(s):

Li Ying ◽

Deng Zhidong

Keyword(s):

Neural Networks ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Swarm Algorithm

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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 ◽

Cited By ~ 2

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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Data Fusion Based on Neural Networks and Particle Swarm Algorithm and Its Application in Sugar Boiling

Lecture Notes in Computer Science - Advances in Neural Networks - ISNN 2008 ◽

10.1007/978-3-540-87732-5_20 ◽

2008 ◽

pp. 176-185 ◽

Cited By ~ 1

Author(s):

Yanmei Meng ◽

Sijie Yan ◽

Zhihong Tang ◽

Yuanling Chen ◽

Jingneng Liu

Keyword(s):

Neural Networks ◽

Data Fusion ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Swarm Algorithm

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Fuzzy Dynamic Parameter Adaptation for Particle Swarm Optimization of Modular Granular Neural Networks Applied to Time Series Prediction

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

10.1007/978-3-030-58728-4_11 ◽

2020 ◽

pp. 189-204

Author(s):

Daniela Sánchez ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Time Series ◽

Particle Swarm Optimization ◽

Time Series Prediction ◽

Particle Swarm ◽

Dynamic Parameter ◽

Swarm Optimization ◽

Parameter Adaptation ◽

Granular 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 ◽

Cited By ~ 8

Author(s):

Patricia Melin ◽

Martha Pulido

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Ensemble Neural Networks

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Fault Diagnosis of Gearbox based on the Optimized BP Neural Networks by Improved Particle Swarm Algorithm

Proceedings of the 2016 7th International Conference on Education, Management, Computer and Medicine (EMCM 2016) ◽

10.2991/emcm-16.2017.26 ◽

2017 ◽

Cited By ~ 1

Author(s):

Zhimei Duan ◽

Xiaojin Yuan ◽

Yan Xiong

Keyword(s):

Neural Networks ◽

Fault Diagnosis ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Bp Neural Networks ◽

Swarm Algorithm

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