A Hybrid Model Based on Singular Spectrum Analysis and Support Vector Machines Regression for Failure Time Series Prediction.
Xin WangJi WuChao LiuSenzhang WangWensheng NiuPublished in: Qual. Reliab. Eng. Int. (2016)
Keyphrases
- singular spectrum analysis
- support vector regression
- support vector
- learning machines
- large margin classifiers
- kernel function
- regression model
- complex valued
- support vector machine
- ls svm
- logistic regression
- artificial neural networks
- load forecasting
- recurrent neural networks
- classification accuracy
- rainfall forecasting
- non stationary
- neuro fuzzy
- hybrid model
- generalization ability
- cross validation
- regression problems
- feature selection
- neural network model
- support vector machine svm
- autoregressive
- forecasting model
- hyperparameters
- feature space
- function approximation
- prediction model
- svm classifier
- model selection