Class specific gene expression estimation and classification in microarray data.
Atiq IslamKhan M. IftekharuddinE. Olusegun GeorgePublished in: IJCNN (2008)
Keyphrases
- gene expression
- microarray data
- class specific
- microarray
- gene expression data
- microarray data analysis
- gene expression profiles
- microarray datasets
- gene selection
- dna microarray
- cancer classification
- colon cancer
- image classification
- feature selection
- gene expression patterns
- gene expression analysis
- high throughput
- high dimensionality
- informative genes
- gene networks
- classification accuracy
- biological processes
- biological data
- gene expression microarray data
- differentially expressed genes
- decision trees
- data sets
- gene expression data sets
- cancer diagnosis
- biological networks
- regulatory networks
- cluster analysis
- feature extraction
- support vector machine
- pattern recognition
- feature space
- machine learning
- microarray technology
- support vector
- gene sets
- training samples
- support vector machine svm
- face recognition
- ovarian cancer
- class labels
- experimental conditions
- genome wide