Wavelet feature extraction for high-dimensional microarray data.
Yihui LiuPublished in: Neurocomputing (2009)
Keyphrases
- microarray data
- feature extraction
- high dimensional
- wavelet transform
- feature selection
- feature space
- gene expression data
- microarray
- dimensionality reduction
- small sample size
- dimension reduction
- gene selection
- microarray data analysis
- gene expression
- meta analysis
- low dimensional
- feature vectors
- gene networks
- microarray classification
- image classification
- data sets
- high dimensionality
- gene clusters
- pattern recognition
- gene expression profiles
- image processing
- small number of samples
- face recognition
- dna microarray data
- discriminant analysis
- differentially expressed genes
- data points
- biological data
- principal component analysis
- feature set
- cluster analysis
- biologically relevant
- gene sets
- linear discriminant analysis
- support vector machine svm
- biologically meaningful
- microarray gene expression data
- high dimensional data
- gene expression patterns
- dna microarray
- microarray datasets
- machine learning
- support vector machine
- training samples
- high throughput
- similarity search
- database