Bayesian clustering and feature selection for cancer tissue samples.
Pekka MarttinenSamuel MyllykangasJukka CoranderPublished in: BMC Bioinform. (2009)
Keyphrases
- tissue samples
- gene expression profiles
- feature selection
- gene expression data
- high dimensionality
- microarray
- cancer classification
- cancer diagnosis
- microarray data
- gene selection
- cancer datasets
- cell nuclei
- clustering algorithm
- gene expression
- dna microarray
- k means
- unsupervised learning
- clustering method
- microarray datasets
- clustering analysis
- colon cancer
- cluster analysis
- mutual information
- feature space
- self organizing maps
- machine learning
- data clustering
- dimensionality reduction
- data sets
- decision trees
- high dimensional
- data points
- knn
- genomic data
- feature set
- text categorization
- random forest
- high dimensional data
- breast cancer