Seasonal river discharge forecast in alpine catchments using snow map time series and support vector regression approach.
Mattia CallegariPaolo MazzoliLudovica De GregorioClaudia NotarnicolaLuca PasolliMarcello PetittaRoberto SeppiAlberto PistocchiPublished in: IGARSS (2014)
Keyphrases
- support vector regression
- forecasting accuracy
- autoregressive conditional heteroscedasticity
- forecasting model
- hybrid model
- singular spectrum analysis
- short term
- regression model
- support vector
- load forecasting
- support vector machine svm
- kernel function
- support vector classification
- maximum a posteriori
- artificial neural network models
- hybrid genetic
- response surface methodology
- nonlinear regression
- electronic equipment
- wavelet frame
- extreme learning machine
- bp neural network
- box jenkins
- stock market
- pattern recognition
- generalized regression neural network
- arima model
- support vector machine
- back propagation neural network
- decision trees
- wavelet neural network
- feature space
- prediction model
- neural network model