A study on the ability of Support Vector Regression and Neural Networks to Forecast Basic Time Series Patterns.
Sven F. CroneJose GuajardoRichard WeberPublished in: IFIP AI (2006)
Keyphrases
- support vector regression
- neural network
- forecasting accuracy
- load forecasting
- forecasting model
- support vector classification
- support vector
- pattern recognition
- genetic algorithm
- long term
- regression model
- back propagation neural network
- hybrid model
- singular spectrum analysis
- data sets
- neural nets
- pattern discovery
- multilayer perceptron
- neural network model
- short term
- support vector machine
- computer vision
- data mining