Simultaneous Class Discovery and Classification of Microarray Data Using Spectral Analysis.
Peng QiuSylvia K. PlevritisPublished in: J. Comput. Biol. (2009)
Keyphrases
- microarray data
- spectral analysis
- microarray data analysis
- dna microarray data
- microarray
- feature selection
- gene selection
- cancer classification
- gene expression profiles
- class labels
- gene expression data
- classification accuracy
- ovarian cancer
- microarray datasets
- dna microarray
- heart rate variability
- small number of samples
- gene expression
- high dimensionality
- microarray analysis
- gene sets
- high dimensional
- support vector machine svm
- data sets
- pattern recognition
- cluster analysis
- feature vectors
- decision trees
- gene ontology
- autoregressive
- high dimensional data
- text classification
- support vector machine
- cancer diagnosis
- knowledge discovery
- training set
- training data
- feature extraction
- machine learning