Dimensionality Reduction via Isomap with Lock-Step and Elastic Measures for Time Series Gene Expression Classification.
Carlotta OrsenigoCarlo VercellisPublished in: EvoBIO (2013)
Keyphrases
- dimensionality reduction
- expression classification
- nonlinear dimensionality reduction
- low dimensional
- high dimensional
- linear dimensionality reduction
- manifold learning
- principal component analysis
- dimensionality reduction methods
- high dimensional data
- pattern recognition
- multidimensional scaling
- high dimensionality
- dimension reduction
- feature extraction
- data points
- facial expression recognition
- locally linear embedding
- facial asymmetry
- feature space
- facial feature extraction
- sparse representation
- euclidean distance
- feature selection
- human identification
- linear discriminant analysis
- pattern classification
- microarray
- kernel pca
- expression recognition
- facial expressions
- semi supervised
- knn
- face recognition