Comparative study on dimension reduction techniques for cluster analysis of microarray data.
Daniel de AraújoAdrião Duarte Dória NetoAllan de Medeiros MartinsJorge Dantas de MeloPublished in: IJCNN (2011)
Keyphrases
- microarray data
- cluster analysis
- comparative study
- categorical data
- gene selection
- clustering algorithm
- clustering method
- data clustering
- factor analysis
- data mining techniques
- unsupervised learning
- data mining
- k means
- data analysis
- fuzzy clustering
- microarray datasets
- microarray data analysis
- hierarchical latent class models
- fuzzy c means
- clustering analysis
- graphical models
- gene expression profiles
- cluster validity
- small number of samples
- discriminant analysis
- high dimensional
- feature selection
- databases
- data sets
- database