A computational intelligence-based forecasting system for telecommunications time series.
Paris A. MastorocostasConstantinos S. HilasPublished in: Eng. Appl. Artif. Intell. (2012)
Keyphrases
- computational intelligence
- weather forecasting
- forecasting accuracy
- financial time series
- arma model
- box jenkins
- exponential smoothing
- intelligent systems
- forecasting model
- short term
- hybrid model
- evolutionary computation
- mackey glass
- chaotic time series
- stock market
- artificial neural networks
- arima model
- support vector regression
- exchange rate
- demand forecasting
- dynamic time warping
- phase space reconstruction
- machine learning
- fuzzy systems
- neural network model
- non stationary
- international symposium
- multivariate time series
- short term prediction
- fuzzy logic
- moving average
- stock price
- artificial intelligence
- computational intelligence methods
- autoregressive integrated moving average
- turning points
- bp neural network
- soft computing
- fuzzy sets
- garch model
- symbolic representation
- autoregressive
- telecommunications industry
- artificial immune system
- medium term
- radial basis function
- genetic programming
- long term