Markov Chain Correlation Based Clustering of Gene Expression Data.
Youping DengVenkatachalam ChokalingamChaoyang ZhangPublished in: ITCC (2) (2005)
Keyphrases
- markov chain
- gene expression data
- gene expression analysis
- clustering gene expression data
- gene expression
- high dimensionality
- gene expression profiles
- microarray
- gene expression data analysis
- high dimensional data
- analysis of gene expression data
- monte carlo
- transition probabilities
- random walk
- data sets
- microarray data
- biclustering algorithms
- algo rithm
- clustering algorithm
- stationary distribution
- monte carlo method
- gene regulatory networks
- simultaneous clustering
- feature selection
- monte carlo simulation
- state space
- transition matrix
- gene expression profiling
- high dimensional
- gene selection
- hierarchical clustering
- cluster ensemble
- clustering method
- document clustering
- high throughput
- self organizing maps
- graphical models
- dimensionality reduction
- k means
- image segmentation