Applying Robust Directional Similarity Based Clustering Approach Rdsc to Classification of Gene Expression Data.
H. X. LiShitong WangYu XiuPublished in: J. Bioinform. Comput. Biol. (2006)
Keyphrases
- gene expression data
- gene expression profiles
- gene expression analysis
- high dimensionality
- microarray
- microarray data analysis
- gene expression
- simultaneous clustering
- dna microarray data
- gene expression data analysis
- cancer classification
- microarray data
- cancer diagnosis
- analysis of gene expression data
- feature selection
- dna microarray
- colon cancer
- gene expression datasets
- high dimensional data
- clustering gene expression data
- clustering analysis
- gene selection
- gene expression profiling
- gene regulatory networks
- decision trees
- tumor classification
- microarray datasets
- gene expression data sets
- high dimensional
- clustering method
- feature space
- high throughput
- gene expression patterns
- microarray gene expression data
- unsupervised learning
- gene expression microarray data
- data sets
- tissue samples
- pattern recognition
- machine learning
- k means
- self organizing maps
- support vector machine
- gene networks
- dimensionality reduction
- regulatory networks
- cluster ensemble
- text clustering
- cancer datasets
- clustering algorithm
- data clustering
- training set
- feature extraction
- feature ranking
- database
- molecular biology