Hybrid Approaches of Support Vector Regression and SARIMA Models to Forecast the Inspections Volume.
Juan J. Ruiz-AguilarIgnacio J. TuriasMaría Jesús Jiménez-ComeMaría Mar CerbánPublished in: HAIS (2014)
Keyphrases
- support vector regression
- forecasting model
- hybrid approaches
- artificial neural network models
- hybrid model
- regression model
- support vector
- neural network
- support vector classification
- short term
- regression method
- nonlinear regression
- long term
- hybrid genetic
- decision trees
- experimental data
- kernel function
- multi layer perceptron
- support vector machine svm
- extreme learning machine
- forecasting accuracy
- electronic equipment
- generalized regression neural network
- data sets