Forecasting in non-stationary environments with fuzzy time series.
Petrônio Cândido de Lima e SilvaCarlos Alberto Severiano JuniorMarcos Antonio AlvesRodrigo SilvaMiri Weiss-CohenFrederico Gadelha GuimarãesPublished in: Appl. Soft Comput. (2020)
Keyphrases
- weather forecasting
- financial time series
- non stationary
- forecasting accuracy
- fuzzy sets
- fuzzy logic
- short term
- arma model
- chaotic time series
- exponential smoothing
- membership functions
- fuzzy clustering
- box jenkins
- forecasting model
- neural network
- dynamic time warping
- fuzzy rules
- fuzzy set theory
- soft computing
- stock market
- demand forecasting
- fuzzy numbers
- fuzzy controller
- autoregressive
- fuzzy neural network
- support vector regression
- long term
- medium term
- fuzzy systems
- arima model
- moving average
- practical problems
- neural network model
- decision trees