A Principal Component Analysis Based Microarray Data Bi-Clustering Method.
Yanjie ZhangVéronique PrinetShuanhu WuPublished in: BMEI (2009)
Keyphrases
- clustering method
- microarray data
- principal component analysis
- cluster analysis
- microarray
- dimension reduction
- gene selection
- gene expression
- dimensionality reduction
- hierarchical clustering
- clustering algorithm
- high dimensional
- clustering analysis
- fuzzy c means
- k means
- similarity measure
- data clustering
- subspace clustering
- microarray datasets
- microarray gene expression data
- data sets
- gene expression data
- feature selection
- low dimensional
- microarray data analysis
- biological data
- cancer classification
- feature extraction
- spectral clustering
- small number of samples
- clustering result
- linear discriminant analysis
- face images
- document clustering
- feature space
- high throughput
- gene sets
- random walk
- face recognition
- unsupervised learning
- gene expression profiles
- affinity propagation
- data mining