Digital Intuition: Applying Common Sense Using Dimensionality Reduction.
Catherine HavasiRobyn SpeerJames PustejovskyHenry LiebermanPublished in: IEEE Intell. Syst. (2009)
Keyphrases
- dimensionality reduction
- feature extraction
- data representation
- high dimensional data
- low dimensional
- structure preserving
- high dimensional
- artificial intelligence
- preprocessing step
- principal component analysis
- pattern recognition
- feature space
- principal components
- metric learning
- real time
- pairwise
- digital libraries
- case study
- sparse representation
- singular value decomposition
- feature selection
- information systems
- kernel learning
- dimensionality reduction methods
- intrinsic dimensionality
- pattern recognition and machine learning