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

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

10.1007/978-3-319-05170-3_6 ◽

2014 ◽

pp. 79-97 ◽

Author(s):

Jesus Soto ◽

Patricia Melin

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Genetic Optimization

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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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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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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 ◽

Author(s):

Jesus Soto ◽

Patricia Melin

Keyword(s):

Time Series ◽

Stock Exchange ◽

Time Series Prediction ◽

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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 ◽

Author(s):

Patricia Melin ◽

Martha Pulido ◽

Oscar Castillo

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Prediction ◽

Ensemble Neural Network

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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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Generalized type-2 fuzzy weight adjustment for backpropagation neural networks in time series prediction

Information Sciences ◽

10.1016/j.ins.2015.07.020 ◽

2015 ◽

Vol 325 ◽

pp. 159-174 ◽

Author(s):

Fernando Gaxiola ◽

Patricia Melin ◽

Fevrier Valdez ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Backpropagation Neural Networks ◽

Fuzzy Weight ◽

Generalized Type

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Elliptic membership functions and the modeling uncertainty in type-2 fuzzy logic systems as applied to time series prediction

2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2017.8015457 ◽

2017 ◽

Author(s):

Erdal Kayacan ◽

Simon Coupland ◽

Robert John ◽

Mojtaba Ahmadieh Khanesar

Keyword(s):

Time Series ◽

Fuzzy Logic ◽

Time Series Prediction ◽

Membership Functions ◽

Fuzzy Logic Systems ◽

Modeling Uncertainty ◽

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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 ◽

Error Correction ◽

Time Series Prediction ◽

Secondary Factor ◽

Interval Type ◽

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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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