A parallel dimensionality reduction for time-series data and some of its applications.
Hoang Chi ThanhNguyen Quang ThanhPublished in: Int. J. Intell. Inf. Database Syst. (2011)
Keyphrases
- dimensionality reduction
- high dimensional
- data points
- high dimensional data
- high dimensionality
- feature extraction
- low dimensional
- nonlinear dimensionality reduction
- structure preserving
- principal component analysis
- parallel implementation
- pattern recognition and machine learning
- feature space
- pattern recognition
- dimensionality reduction methods
- parallel processing
- data representation
- massively parallel
- kernel pca
- parallel hardware
- neural network
- multivariate time series
- linear projection
- multidimensional scaling
- distributed memory machines
- lower dimensional
- parallel computing
- shared memory
- temporal data
- anomaly detection
- data streams
- image processing
- learning algorithm
- machine learning