Evaluation of gene-expression clustering via mutual information distance measure.
Ido PrinessOded MaimonIrad E. Ben-GalPublished in: BMC Bioinform. (2007)
Keyphrases
- distance measure
- gene expression
- mutual information
- similarity measure
- microarray
- gene expression profiles
- microarray gene
- gene expression data
- information theoretic
- gene expression data analysis
- gene expression analysis
- distance metric
- microarray data analysis
- microarray data
- euclidean distance
- kullback leibler divergence
- clustering method
- gene regulation
- biological processes
- distance calculation
- functional genomics
- clustering algorithm
- binding sites
- gene selection
- regulatory networks
- gene expression patterns
- high throughput
- image registration
- differentially expressed genes
- high dimensionality
- biological networks
- distance function
- k means
- biclustering algorithms
- dna microarray
- information gain
- clustering analysis
- document clustering
- self organizing maps
- decision trees
- cancer classification
- transcription factors
- experimental conditions
- gene ontology
- machine learning
- cluster analysis
- similarity search
- gene interactions
- feature selection