Parallel Dimensionality Reduction Transformation for Time-Series Data.
Hoang Chi ThanhPublished in: ACIIDS (2009)
Keyphrases
- dimensionality reduction
- high dimensional
- high dimensional data
- data points
- feature extraction
- high dimensionality
- parallel processing
- random projections
- structure preserving
- principal components
- parallel implementation
- pattern recognition and machine learning
- data sets
- linear projection
- linear transformation
- lower dimensional
- data representation
- low dimensional
- feature space
- pattern recognition
- feature selection
- metric learning
- shared memory
- manifold learning
- parallel computing
- principal component analysis
- dimensionality reduction methods
- nonlinear dimensionality reduction
- data mining