Model-Based Clustering with Genes Expression Dynamics for Time-Course Gene Expression Data.
Fang-Xiang WuWen-Jun ZhangAnthony J. KusalikPublished in: BIBE (2004)
Keyphrases
- gene expression data
- model based clustering
- expression patterns
- gene expression
- expression profiles
- selected genes
- microarray
- gene expression levels
- hierarchical clustering
- microarray data
- gene regulatory networks
- gene selection
- gene expression profiles
- gene expression datasets
- feature selection
- gene expression analysis
- microarray gene expression data
- high dimensionality
- em algorithm
- data sets
- mixture model
- expectation maximization
- gene networks
- cancer classification
- gene expression patterns
- gene regulation
- analysis of gene expression data
- gene sets
- informative genes
- cell cycle
- gene expression profiling
- clustering gene expression data
- clustering algorithm
- document clustering
- high dimensional data
- gene expression data sets
- yeast cell cycle
- high dimensional
- vector space model
- microarray data analysis
- gene ontology
- regulatory networks
- dna microarray
- k means
- biological information
- high throughput
- experimental conditions
- biological processes
- microarray datasets
- nearest neighbor
- probabilistic model
- image segmentation