Gene Expression Data Classification using Discrete Wavelet Transform.
Ho-Sun ShonGyoyong SohnKwang Su JungSang Yeob KimEun Jong ChaKeun Ho RyuPublished in: BIOCOMP (2009)
Keyphrases
- gene expression data
- discrete wavelet transform
- microarray
- high dimensionality
- gene expression analysis
- gene expression
- gene expression profiles
- cancer classification
- dna microarray data
- cancer diagnosis
- microarray data
- gene expression datasets
- feature vectors
- colon cancer
- feature selection
- wavelet domain
- dna microarray
- analysis of gene expression data
- microarray datasets
- tumor classification
- gene selection
- gene expression data analysis
- multiresolution
- pattern recognition
- wavelet coefficients
- gene expression data sets
- subband
- high frequency
- data sets
- classification accuracy
- high dimensional
- tissue samples
- machine learning
- feature extraction
- decision trees
- image fusion
- feature set
- support vector machine
- fusion method
- spatial domain
- high throughput
- support vector machine svm
- natural images
- image classification
- denoising
- feature space
- multiscale
- computer vision