SomInaClust: detection of cancer genes based on somatic mutation patterns of inactivation and clustering.
Jimmy Van den EyndenAna Carolina FierroLieven P. C. VerbekeKathleen MarchalPublished in: BMC Bioinform. (2015)
Keyphrases
- gene expression profiles
- gene selection
- microarray data
- similar patterns
- microarray data analysis
- gene expression patterns
- gene expression
- clustering algorithm
- gene ontology terms
- evolutionary algorithm
- clustering method
- cancer classification
- dna microarray
- genetic algorithm
- cell lines
- clustering gene expression data
- microarray gene
- k means
- anomaly detection
- detection algorithm
- cancer diagnosis
- self organizing maps
- biclustering algorithms
- cluster analysis
- candidate genes
- arabidopsis thaliana
- gene expression data analysis
- biologically meaningful
- gene expression datasets
- gene expression analysis
- fitness function
- genetic algorithm ga
- cluster ensemble
- microarray
- gene expression data
- high dimensional data
- gene expression data sets
- experimental conditions
- gene ontology
- information theoretic
- data mining techniques
- data sets