Dimensionality Reduction Method's Comparison Based on Statistical Dependencies.
Tomas VantuchVáclav SnáselIvan ZelinkaPublished in: ANT/SEIT (2016)
Keyphrases
- statistical dependencies
- dimensionality reduction methods
- canonical correlation analysis
- dimensionality reduction
- discriminant analysis
- variable length
- discriminant projection
- principal component analysis
- random projections
- knn
- neural network
- high dimensional data
- preprocessing step
- latent variables
- high dimensionality
- wavelet coefficients
- distance measure
- feature set
- object recognition
- pattern recognition
- feature extraction
- learning algorithm
- information retrieval
- machine learning