Combinatorial and Machine Learning Approaches in Clustering Microarray Data.
Sergio PozziItalo ZoppisGiancarlo MauriPublished in: WIRN (2004)
Keyphrases
- microarray data
- machine learning approaches
- cluster analysis
- microarray data analysis
- microarray
- gene expression profiles
- gene selection
- gene expression analysis
- gene expression
- k means
- machine learning methods
- feature selection
- gene expression data
- data sets
- meta analysis
- machine learning
- machine learning algorithms
- clustering algorithm
- clustering method
- microarray classification
- high dimensionality
- clustering analysis
- gene clusters
- unsupervised learning
- differentially expressed genes
- biological data
- cancer classification
- biologically relevant
- microarray gene expression data
- biologically meaningful
- small number of samples
- gene networks
- analysis of gene expression
- data mining
- microarray datasets
- data mining methods
- self organizing maps
- gene sets
- high dimensional
- real world
- database
- learning algorithm
- data analysis
- preprocessing
- knowledge discovery