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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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 ◽

Cited By ~ 31

Author(s):

Jesus Soto ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Genetic Optimization ◽

Interval Type

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Secondary factor induced wind speed time-series prediction using self-adaptive interval type-2 fuzzy sets with error correction

Energy Reports ◽

10.1016/j.egyr.2021.09.150 ◽

2021 ◽

Vol 7 ◽

pp. 7030-7047

Author(s):

Ya-Ni Lu ◽

Yu-Long Bai ◽

Li-Hong Tang ◽

Wen-Di Wan ◽

Yong-Jie Ma

Keyword(s):

Time Series ◽

Wind Speed ◽

Fuzzy Sets ◽

Error Correction ◽

Time Series Prediction ◽

Secondary Factor ◽

Interval Type ◽

Self Adaptive

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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 ◽

Interval Type

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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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Secondary factor induced stock index time-series prediction using Self-Adaptive Interval Type-2 Fuzzy Sets

Neurocomputing ◽

10.1016/j.neucom.2015.06.073 ◽

2016 ◽

Vol 171 ◽

pp. 551-568 ◽

Cited By ~ 22

Author(s):

Diptendu Bhattacharya ◽

Amit Konar ◽

Pratyusha Das

Keyword(s):

Time Series ◽

Fuzzy Sets ◽

Time Series Prediction ◽

Stock Index ◽

Secondary Factor ◽

Interval Type ◽

Index Time Series ◽

Self Adaptive

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Secondary Factor Induced Wind Speed Time-Series Prediction Using Self-Adaptive Interval Type-2 Fuzzy Sets with Error Correction

SSRN Electronic Journal ◽

10.2139/ssrn.3899295 ◽

2021 ◽

Author(s):

Yani Lu ◽

yulong Bai ◽

Lihong Tang ◽

Wendi Wan ◽

Yongjie Ma

Keyword(s):

Time Series ◽

Wind Speed ◽

Fuzzy Sets ◽

Error Correction ◽

Time Series Prediction ◽

Secondary Factor ◽

Interval Type ◽

Self Adaptive

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Comparison of Hybrid Intelligent Systems, Neural Networks and Interval Type-2 Fuzzy Logic for Time Series Prediction

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371453 ◽

2007 ◽

Cited By ~ 15

Author(s):

Oscar Castillo ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Time Series ◽

Fuzzy Logic ◽

Intelligent Systems ◽

Time Series Prediction ◽

Hybrid Intelligent Systems ◽

Interval Type

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