Clustering microarray data using fuzzy clustering with viewpoints.
Katerina N. KarayianniGeorge M. SpyrouKonstantina S. NikitaPublished in: BIBE (2012)
Keyphrases
- fuzzy clustering
- microarray data
- cluster analysis
- clustering algorithm
- fuzzy clustering algorithm
- fuzzy c means
- microarray
- fuzzy clustering algorithms
- clustering analysis
- k means
- microarray data analysis
- clustering method
- data clustering
- gene expression data
- hard c means
- gene selection
- gene expression profiles
- gene expression
- fuzzy c means algorithm
- fuzzy clustering method
- feature selection
- data mining
- fcm algorithm
- possibilistic clustering
- data sets
- cluster centers
- small number of samples
- unsupervised learning
- membership functions
- gustafson kessel
- cancer classification
- high dimensional
- validity index
- fuzzy c means clustering algorithm
- microarray datasets
- data sources
- principal component analysis
- maximum likelihood
- decision making
- pattern recognition
- object recognition
- data analysis
- real world
- supervised learning
- data mining techniques
- databases