A Log Regression Seasonality Based Approach for Time Series Decomposition Prediction in System Resources.
Chul KimSang-Hun NamInwhee JoePublished in: CSA/CUTE (2015)
Keyphrases
- financial time series
- regression model
- prediction accuracy
- moving average
- chaotic time series
- multi variate
- prediction model
- prediction algorithm
- linear regression model
- exponential smoothing
- predictive clustering trees
- mackey glass
- prediction error
- extreme values
- stock market
- box jenkins
- conformal prediction
- regression analysis
- regression method
- short term prediction
- regression algorithm
- ridge regression
- resource allocation
- quasi periodic
- subsequence matching
- target variable
- regression problems
- decomposition methods
- radial basis function network
- learning algorithm
- predictive model
- limited resources
- resource management
- support vector regression
- information resources
- short term
- non stationary
- bit rate
- digital libraries
- support vector
- similarity measure
- decision trees
- website