Singular Spectrum Decomposition: a New Method for Time Series Decomposition.
Pietro BonizziJoël M. H. KarelOlivier MesteRalf L. M. PeetersPublished in: Adv. Data Sci. Adapt. Anal. (2014)
Keyphrases
- decomposition method
- synthetic data
- pairwise
- dynamic programming
- decomposition methods
- preprocessing
- cost function
- experimental evaluation
- high accuracy
- detection method
- similarity measure
- decomposition algorithm
- high precision
- computationally efficient
- objective function
- neural network
- support vector machine svm
- detection algorithm
- input data
- classification accuracy
- computational cost
- optimization method
- hybrid method
- multiresolution
- power spectrum