Identification of relevant subpathways from molecular pathways in gene expression data by a probabilistic approach.
Seungyoon NamPublished in: BIBM Workshops (2010)
Keyphrases
- gene expression data
- analysis of gene expression data
- microarray
- gene expression
- gene expression analysis
- data sets
- microarray data
- expression profiles
- protein interaction data
- bayesian networks
- gene regulatory networks
- gene expression data analysis
- high dimensionality
- feature selection
- gene expression profiles
- gene selection
- microarray gene expression data
- clustering gene expression data
- gene networks
- cancer classification
- high dimensional
- cancer diagnosis
- gene expression profiling
- gene expression datasets
- high dimensional data
- dna microarray
- probabilistic model
- gene regulation
- regulatory networks
- biological information
- saccharomyces cerevisiae
- gene expression patterns
- microarray datasets
- experimental conditions
- machine learning
- data mining