Reconfiguration-based implementation of SVM classifier on FPGA for Classifying Microarray data.
Hanaa M. HussainKhaled BenkridHuseyin SekerPublished in: EMBC (2013)
Keyphrases
- microarray data
- svm classifier
- informative features
- support vector machine
- microarray
- feature selection
- support vector
- gene expression data
- support vector machine svm
- gene expression
- feature vectors
- gene selection
- image classification
- data sets
- microarray data analysis
- dna microarray data
- high dimensional
- cluster analysis
- differentially expressed genes
- microarray gene expression data
- gene networks
- gene expression profiles
- text classification
- fold cross validation
- database
- small number of samples
- kernel function
- high throughput
- multi class
- active learning