A Comparative Study Among ANFIS, ANNs, and SONFIS for Volatile Time Series.
Jairo Andres Perdomo-TovarEiber Arley Galindo-ArevaloJuan Carlos Figueroa-GarcíaPublished in: NAFIPS (2018)
Keyphrases
- artificial neural networks
- neural network
- anfis model
- using artificial neural networks
- back propagation
- neuro fuzzy
- multivariate time series
- hybrid model
- fuzzy systems
- radial basis function
- high levels
- genetic algorithm ga
- fuzzy inference system
- feed forward neural networks
- genetic algorithm
- application of artificial neural networks
- dynamic time warping
- comparative study
- feed forward
- subsequence matching
- neural nets
- hidden layer
- autoregressive moving average
- non stationary
- computational intelligence
- forecasting accuracy
- chronic hepatitis
- learning algorithm
- expert systems
- ann models
- artificial neural
- external information
- moving average
- fuzzy logic
- regression model
- membership functions
- input variables
- multilayer perceptron