A hybrid SARIMA and support vector machines in forecasting the production values of the machinery industry in Taiwan.
Kuan-Yu ChenCheng-Hua WangPublished in: Expert Syst. Appl. (2007)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- support vector regression
- short term
- loss function
- classification accuracy
- world wide
- decision function
- production scheduling
- production system
- parameter values
- production planning
- production line
- logistic regression
- support vector machine
- learning algorithm
- financial time series
- autoregressive model
- manufacturing process
- data sets
- weather forecasting
- hybrid learning
- quality control
- generalization ability
- prediction model
- svm classifier
- kernel function
- artificial neural networks
- case study