Gene Expression Data Classification Using Consensus Independent Component Analysis.
Chun-Hou ZhengDe-Shuang HuangXiangzhen KongXing-Ming ZhaoPublished in: Genom. Proteom. Bioinform. (2008)
Keyphrases
- independent component analysis
- gene expression data
- microarray
- high dimensionality
- gene expression
- dna microarray data
- gene expression analysis
- cancer classification
- principal component analysis
- gene expression profiles
- colon cancer
- microarray data
- cancer diagnosis
- principle component analysis
- microarray datasets
- feature selection
- factor analysis
- independent components
- blind source separation
- signal processing
- analysis of gene expression data
- gene expression datasets
- eeg data
- dna microarray
- classification accuracy
- gene selection
- pattern recognition
- support vector machine
- support vector
- data sets
- tumor classification
- high dimensional
- image classification
- gene expression data sets
- tissue samples
- support vector machine svm
- high dimensional data
- eeg signals
- unsupervised learning
- feature extraction
- discriminant analysis