Singular spectrum analysis and forecasting of failure time series.
Claudio M. Rocco SanseverinoPublished in: Reliab. Eng. Syst. Saf. (2013)
Keyphrases
- singular spectrum analysis
- support vector regression
- complex valued
- change point detection
- forecasting accuracy
- hybrid model
- regression model
- forecasting model
- data preprocessing
- support vector machine svm
- rainfall forecasting
- kernel function
- support vector
- real valued
- sequential data
- linear equations
- recurrent neural networks
- weather forecasting
- long term
- financial time series
- load forecasting
- website
- machine learning
- outlier detection
- short term
- non stationary
- model selection
- pattern recognition