Ensemble Neural Network with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction and Its Optimization with PSO

Imprecision and Uncertainty in Information Representation and Processing - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-319-26302-1_22 ◽

2015 ◽

pp. 375-388 ◽

Author(s):

Patricia Melin ◽

Martha Pulido ◽

Oscar Castillo

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Prediction ◽

Ensemble Neural Network

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Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction

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

10.1007/978-3-319-05170-3_7 ◽

2014 ◽

pp. 99-112

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Neural Network ◽

Time Series ◽

Network Optimization ◽

Time Series Prediction ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Neural Network Optimization ◽

Ensemble Neural Network

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Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction

Studies in Computational Intelligence - Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics ◽

10.1007/978-3-319-10960-2_9 ◽

2014 ◽

pp. 139-149 ◽

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Neural Network ◽

Time Series ◽

Network Optimization ◽

Time Series Prediction ◽

Particle Swarm ◽

Particle Swarm Algorithm ◽

Neural Network Optimization ◽

Ensemble Neural Network

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Ensemble Neural Network with Type-2 Fuzzy Weights Using Response Integration for Time Series Prediction

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_15 ◽

2018 ◽

pp. 175-189

Author(s):

Fernando Gaxiola ◽

Patricia Melin ◽

Fevrier Valdez ◽

Juan R. Castro

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Prediction ◽

Ensemble Neural Network ◽

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Optimization with genetic algorithm and particle swarm optimization of type-2 fuzzy integrator for ensemble neural network in time series

2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2016.7737946 ◽

2016 ◽

Author(s):

Fernando Gaxiola ◽

Patricia Melin ◽

Fevrier Valdez ◽

Juan R. Castro

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Time Series ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Ensemble Neural Network

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Time series prediction using ensembles of ANFIS models with genetic optimization of interval type-2 and type-1 fuzzy integrators

International Journal of Hybrid Intelligent Systems ◽

10.3233/his-140196 ◽

2014 ◽

Vol 11 (3) ◽

pp. 211-226 ◽

Author(s):

Jesus Soto ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Genetic Optimization ◽

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Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning for the Dow-Jones Time Series

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_6 ◽

2015 ◽

pp. 73-87

Author(s):

Fernando Gaxiola ◽

Patricia Melin ◽

Fevrier Valdez

Keyword(s):

Neural Network ◽

Time Series ◽

Fuzzy Weights ◽

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Genetic Optimization of Type-1 and Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction

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

10.1007/978-3-319-32229-2_24 ◽

2016 ◽

pp. 331-351

Author(s):

Jesus Soto ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Genetic Optimization ◽

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An Interval Type-2 Fuzzy Neural Network for Chaotic Time Series Prediction with Cross-Validation and Akaike Test

Studies in Computational Intelligence - Soft Computing for Intelligent Control and Mobile Robotics ◽

10.1007/978-3-642-15534-5_17 ◽

2010 ◽

pp. 269-285 ◽

Author(s):

Juan R. Castro ◽

Oscar Castillo ◽

Patricia Melin ◽

Olivia Mendoza ◽

Antonio Rodríguez-Díaz

Keyword(s):

Neural Network ◽

Time Series ◽

Fuzzy Neural Network ◽

Cross Validation ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Fuzzy Neural ◽

Chaotic Time Series Prediction ◽

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An Ensemble Neural Network Architecture with Fuzzy Response Integration for Complex Time Series Prediction

Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control - Studies in Computational Intelligence ◽

10.1007/978-3-642-04514-1_6 ◽

2009 ◽

pp. 85-110 ◽

Author(s):

Martha Pulido ◽

Alejandra Mancilla ◽

Patricia Melin

Keyword(s):

Neural Network ◽

Time Series ◽

Network Architecture ◽

Time Series Prediction ◽

Neural Network Architecture ◽

Complex Time ◽

Ensemble Neural Network

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An evolving recurrent interval type-2 intuitionistic fuzzy neural network for online learning and time series prediction

Applied Soft Computing ◽

10.1016/j.asoc.2019.02.032 ◽

2019 ◽

Vol 78 ◽

pp. 150-163 ◽

Author(s):

Chao Luo ◽

Chenhao Tan ◽

Xingyuan Wang ◽

Yuanjie Zheng

Keyword(s):

Neural Network ◽

Time Series ◽

Online Learning ◽

Fuzzy Neural Network ◽

Time Series Prediction ◽

Intuitionistic Fuzzy ◽

Fuzzy Neural ◽

Interval Type ◽

Recurrent Interval

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