A Novel Approach for Single Gene Selection Using Clustering and Dimensionality Reduction.
E. N. SathishkumarK. ThangavelT. ChandrasekharPublished in: CoRR (2013)
Keyphrases
- gene selection
- dimensionality reduction
- high dimensionality
- microarray
- microarray data
- microarray data analysis
- gene expression data
- gene expression profiles
- high dimensional data
- data points
- cancer classification
- high dimensional
- gene expression data analysis
- feature selection
- microarray classification
- unsupervised learning
- clustering method
- gene expression
- clustering algorithm
- cancer diagnosis
- data sets
- dna microarray
- low dimensional
- feature extraction
- data clustering
- k means
- cluster analysis
- support vector machine svm
- principal component analysis
- self organizing maps
- survival prediction
- dna microarray data
- microarray analysis
- knowledge discovery
- data mining