The linguistic forecasting of time series based on fuzzy cognitive maps.
Wei LuJianhua YangXiaodong LiuPublished in: IFSA/NAFIPS (2013)
Keyphrases
- fuzzy cognitive maps
- weather forecasting
- forecasting accuracy
- financial time series
- neural network model
- arma model
- hebbian learning
- cognitive network
- feedback loops
- cognitive maps
- box jenkins
- short term
- stock market
- exponential smoothing
- forecasting model
- event driven
- causal relationships
- graph theory
- garch model
- moving average
- arima model
- decision processes
- feedback loop
- complex systems
- multivariate time series
- support vector regression
- cognitive map
- chaotic time series
- short term prediction
- neural network
- exchange rate
- artificial neural networks
- decision making
- genetic algorithm