Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction

Application of interval type-2 fuzzy neural networks in non-linear identification and time series prediction

Soft Computing ◽

10.1007/s00500-013-1139-y ◽

2013 ◽

Vol 18 (6) ◽

pp. 1213-1224 ◽

Cited By ~ 52

Author(s):

Oscar Castillo ◽

Juan R. Castro ◽

Patricia Melin ◽

Antonio Rodriguez-Diaz

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Fuzzy Neural Networks ◽

Non Linear ◽

Fuzzy Neural ◽

Interval Type

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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 ◽

Cited By ~ 17

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 ◽

Interval Type

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Interval Type-2 Fuzzy Neural Networks for Chaotic Time Series Prediction: A Concise Overview

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2018.2834356 ◽

2019 ◽

Vol 49 (7) ◽

pp. 2720-2731 ◽

Cited By ~ 22

Author(s):

Min Han ◽

Kai Zhong ◽

Tie Qiu ◽

Bing Han

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Fuzzy Neural Networks ◽

Chaotic Time Series ◽

Concise Overview ◽

Fuzzy Neural ◽

Chaotic Time Series Prediction ◽

Interval Type

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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 ◽

Cited By ~ 31

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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A hybrid learning algorithm for Interval Type-2 Fuzzy Neural Networks in time series prediction for the case of air pollution

NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society ◽

10.1109/nafips.2008.4531338 ◽

2008 ◽

Cited By ~ 10

Author(s):

J. R. Castro ◽

O. Castillo ◽

P. Melin ◽

A. Rodriguez-Diaz

Keyword(s):

Neural Networks ◽

Air Pollution ◽

Time Series ◽

Learning Algorithm ◽

Time Series Prediction ◽

Hybrid Learning ◽

Fuzzy Neural Networks ◽

Fuzzy Neural ◽

Interval Type

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A Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks: The Case of Time Series Prediction

Studies in Computational Intelligence - Soft Computing for Hybrid Intelligent Systems ◽

10.1007/978-3-540-70812-4_22 ◽

2008 ◽

pp. 363-386 ◽

Cited By ~ 8

Author(s):

Juan R. Castro ◽

Oscar Castillo ◽

Patricia Melin ◽

Antonio Rodríguez-Díaz

Keyword(s):

Neural Networks ◽

Time Series ◽

Learning Algorithm ◽

Time Series Prediction ◽

Hybrid Learning ◽

Fuzzy Neural Networks ◽

Hybrid Learning Algorithm ◽

Fuzzy Neural ◽

Interval Type

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TSK interval type-2 fuzzy neural networks for chaotic time series prediction

2010 8th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2010.5553888 ◽

2010 ◽

Cited By ~ 1

Author(s):

Liang Zhao

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Fuzzy Neural Networks ◽

Chaotic Time Series ◽

Fuzzy Neural ◽

Chaotic Time Series Prediction ◽

Interval Type

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Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction

2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz45933.2021.9494452 ◽

2021 ◽

Author(s):

Arthur C. V. e Pinto ◽

Petronio C. L. Silva ◽

Frederico G. Guimaraes ◽

Christian Wagner ◽

Eduardo P. de Aguiar

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Data Partitioning ◽

Fuzzy Time Series

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Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange

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_3 ◽

2015 ◽

pp. 27-45 ◽

Cited By ~ 2

Author(s):

Jesus Soto ◽

Patricia Melin

Keyword(s):

Time Series ◽

Stock Exchange ◽

Time Series Prediction ◽

Interval Type

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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 ◽

Cited By ~ 1

Author(s):

Patricia Melin ◽

Martha Pulido ◽

Oscar Castillo

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Prediction ◽

Ensemble Neural Network

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