Optimization of type-2 fuzzy integration in ensemble neural networks for predicting the US Dolar/MX pesos time series.
Martha PulidoPatricia MelinOscar CastilloPublished in: IFSA/NAFIPS (2013)
Keyphrases
- neural network
- fuzzy logic
- fuzzy systems
- fuzzy sets
- fuzzy neural network
- max min
- neural network ensemble
- optimization problems
- fuzzy art
- pattern recognition
- soft computing
- adaptive resonance theory
- fuzzy classifier
- non stationary
- membership functions
- rule extraction
- feature selection
- optimization algorithm
- artificial neural networks
- hybrid intelligent
- multilayer perceptron
- fuzzy inference
- fuzzy inference system
- akaike information criterion
- genetic algorithm
- ensemble learning
- global optimization
- fuzzy rules
- self organizing maps
- expert systems
- back propagation
- multivariate time series
- highly non linear
- learning algorithm
- decision making
- computational intelligence
- fault diagnosis
- fuzzy numbers
- recurrent neural networks
- optimization process
- dynamic time warping