A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks

Information Sciences ◽

10.1016/j.ins.2008.10.016 ◽

2009 ◽

Vol 179 (13) ◽

pp. 2175-2193 ◽

Author(s):

Juan R. Castro ◽

Oscar Castillo ◽

Patricia Melin ◽

Antonio Rodríguez-Díaz

Keyword(s):

Neural Networks ◽

Learning Algorithm ◽

Hybrid Learning ◽

Fuzzy Neural Networks ◽

Hybrid Learning Algorithm ◽

Fuzzy Neural ◽

Download Full-text

Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks

2007 IEEE International Conference on Granular Computing (GRC 2007) ◽

10.1109/grc.2007.4403086 ◽

2007 ◽

Author(s):

Juan R. Castro ◽

Oscar Castillo ◽

Patricia Melin ◽

Antonio Rodriguez-Diaz

Keyword(s):

Neural Networks ◽

Learning Algorithm ◽

Hybrid Learning ◽

Fuzzy Neural Networks ◽

Hybrid Learning Algorithm ◽

Fuzzy Neural ◽

Download Full-text

Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks

2007 IEEE International Conference on Granular Computing (GRC 2007) ◽

10.1109/grc.2007.116 ◽

2007 ◽

Author(s):

Juan R. Castro ◽

Oscar Castillo ◽

Patricia Melin ◽

Antonio Rodriguez-Diaz

Keyword(s):

Neural Networks ◽

Learning Algorithm ◽

Hybrid Learning ◽

Fuzzy Neural Networks ◽

Hybrid Learning Algorithm ◽

Fuzzy Neural ◽

Download Full-text

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 ◽

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 ◽

Download Full-text

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 ◽

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 ◽

Download Full-text

Sliding mode incremental learning algorithm for interval type-2 Takagi–Sugeno–Kang fuzzy neural networks

Evolving Systems ◽

10.1007/s12530-012-9053-6 ◽

2012 ◽

Vol 3 (3) ◽

pp. 179-188 ◽

Author(s):

Sevil Ahmed ◽

Nikola Shakev ◽

Andon Topalov ◽

Kostadin Shiev ◽

Okyay Kaynak

Keyword(s):

Neural Networks ◽

Incremental Learning ◽

Sliding Mode ◽

Learning Algorithm ◽

Fuzzy Neural Networks ◽

Fuzzy Neural ◽

Interval Type ◽

Download Full-text

Variances Handling Method of Clinical Pathways Based on T-S Fuzzy Neural Networks with Novel Hybrid Learning Algorithm

Journal of Medical Systems ◽

10.1007/s10916-010-9589-6 ◽

2010 ◽

Vol 36 (3) ◽

pp. 1283-1300 ◽

Author(s):

Gang Du ◽

Zhibin Jiang ◽

Xiaodi Diao ◽

Yan Ye ◽

Yang Yao

Keyword(s):

Neural Networks ◽

Learning Algorithm ◽

Clinical Pathways ◽

Hybrid Learning ◽

Fuzzy Neural Networks ◽

Hybrid Learning Algorithm ◽

Fuzzy Neural ◽

Handling Method ◽

Variances Handling

Download Full-text

Intelligent control using an Interval Type-2 Fuzzy Neural Network with a hybrid learning algorithm

2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence) ◽

10.1109/fuzzy.2008.4630476 ◽

2008 ◽

Author(s):

Juan R. Castro ◽

Oscar Castillo ◽

Patricia Melin ◽

Antonio Rodriguez-Diaz ◽

Luis G. Martinez

Keyword(s):

Neural Network ◽

Intelligent Control ◽

Fuzzy Neural Network ◽

Learning Algorithm ◽

Hybrid Learning ◽

Hybrid Learning Algorithm ◽

Fuzzy Neural ◽

Download Full-text

Design for self-organizing fuzzy neural networks using a novel hybrid learning algorithm

2007 IEEE Congress on Evolutionary Computation ◽

10.1109/cec.2007.4424850 ◽

2007 ◽

Author(s):

Liang Zhao ◽

Fei-Yue Wang

Keyword(s):

Neural Networks ◽

Learning Algorithm ◽

Hybrid Learning ◽

Fuzzy Neural Networks ◽

Hybrid Learning Algorithm ◽

Fuzzy Neural ◽

Self Organizing

Download Full-text

Identification of time-delay chaotic system with outliers: Fuzzy neural networks using hybrid learning algorithm

2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) ◽

10.1109/fuzzy.2011.6007456 ◽

2011 ◽

Author(s):

Chia-Nan Ko ◽

Yu-Yi Fu ◽

Guan-Yu Liu ◽

Cheng-Ming Lee

Keyword(s):

Neural Networks ◽

Chaotic System ◽

Learning Algorithm ◽

Hybrid Learning ◽

Fuzzy Neural Networks ◽

Hybrid Learning Algorithm ◽

Fuzzy Neural ◽

Delay Chaotic System

Download Full-text

Interval Type-2 TSK Fuzzy Logic Systems Using Hybrid Learning Algorithm

The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05. ◽

10.1109/fuzzy.2005.1452398 ◽

2005 ◽

Author(s):

G.M. Mendez ◽

O. Castillo

Keyword(s):

Fuzzy Logic ◽

Learning Algorithm ◽

Hybrid Learning ◽

Fuzzy Logic Systems ◽

Hybrid Learning Algorithm ◽

Logic Systems ◽

Download Full-text