A Wavelet Approach for Classification of microarray Data.
S. PrabakaranRajendra SahuSekher VermaPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2008)
Keyphrases
- microarray data
- building classification models
- microarray data analysis
- dna microarray data
- microarray
- gene expression
- feature selection
- cancer classification
- microarray datasets
- gene selection
- small number of samples
- colon cancer
- gene expression data
- gene expression microarray data
- ovarian cancer
- classification accuracy
- gene expression profiles
- data sets
- microarray classification
- high dimensional
- dna microarray
- high dimensionality
- pattern recognition
- gene networks
- high throughput
- machine learning
- cancer diagnosis
- cluster analysis
- biological data
- meta analysis
- supervised learning
- biologically relevant
- feature vectors
- support vector machine svm
- feature extraction
- microarray analysis
- informative genes
- support vector machine
- gene clusters
- training set
- gene expression patterns
- biologically meaningful
- gene expression analysis
- data mining
- svm classifier