Application of Singular Value Decomposition and Functional Clustering to Analyzing Gene Expression Profiles of Renal Cell Carcinoma.
Zhong-Hui DuanLouis S. LiouTing ShiJoseph A. DiDonatoPublished in: CSB (2003)
Keyphrases
- singular value decomposition
- gene expression profiles
- self organizing maps
- microarray
- microarray data
- least squares
- gene expression
- low rank
- singular values
- clustering algorithm
- principal component analysis
- dimensionality reduction
- k means
- clustering analysis
- gene selection
- learning algorithm
- latent semantic indexing
- fuzzy clustering
- gene expression data
- image segmentation
- information retrieval
- pattern recognition
- clustering method