Dimension reduction as a deflation method in ICA.
Kun ZhangLai-Wan ChanPublished in: IEEE Signal Process. Lett. (2006)
Keyphrases
- dimension reduction
- preprocessing
- dimension reduction methods
- unsupervised learning
- principle component analysis
- principal component analysis
- image processing
- discriminative information
- clustering method
- support vector machine svm
- pairwise
- feature extraction
- semi supervised
- dimensionality reduction
- input data
- probabilistic model
- high dimensional
- singular value decomposition
- independent component analysis
- object recognition
- variable selection
- similarity measure
- data mining and machine learning
- optimization criterion
- machine learning