Efficiently Mining Gene Expression Data via Integrated Clustering and Validation Techniques.
Vincent Shin-Mu TsengChing-Pin KaoPublished in: PAKDD (2002)
Keyphrases
- gene expression data
- gene expression analysis
- clustering gene expression data
- microarray
- gene expression profiles
- gene expression
- gene expression data analysis
- high dimensionality
- analysis of gene expression data
- high dimensional data
- microarray data analysis
- microarray data
- clustering algorithm
- data sets
- yeast cell cycle
- gene regulatory networks
- biclustering algorithms
- simultaneous clustering
- k means
- gene selection
- gene expression datasets
- gene ontology terms
- microarray gene expression data
- clustering analysis
- microarray datasets
- clustering method
- cancer diagnosis
- cluster analysis
- neural network
- gene expression profiling
- gene expression data sets
- high dimensional
- gene networks
- cancer classification
- dna microarray
- cluster validation
- tissue samples
- unsupervised learning
- feature selection
- high throughput
- nearest neighbor
- dimensionality reduction
- biological systems
- decision trees
- self organizing maps
- information theoretic