Univariate and Multivariate Time Series Manifold Learning.
Colin O'ReillyKlaus MoessnerMichele NatiPublished in: Knowl. Based Syst. (2017)
Keyphrases
- multivariate time series
- manifold learning
- dimension reduction
- low dimensional
- feature extraction
- high dimensional
- semi supervised
- dimensionality reduction
- high dimensional data
- temporal data
- feature selection
- categorical data
- cluster analysis
- singular value decomposition
- principal component analysis
- temporal patterns
- autoregressive
- linear discriminant analysis
- high dimensionality
- spatial data
- nearest neighbor
- human motion
- probabilistic model
- data streams
- data sets