The Classification of Tumor Using Gene Expression Profile Based on Support Vector Machines and Factor Analysis.
Shulin WangJi WangHuowang ChenWensheng TangPublished in: ISDA (2) (2006)
Keyphrases
- gene expression
- factor analysis
- support vector
- microarray
- gene expression data
- gene expression profiles
- cancer diagnosis
- colon cancer
- component analysis
- dna microarray
- gene expression analysis
- independent component analysis
- microarray data
- cancer classification
- feature selection
- high dimensionality
- feature space
- discriminant analysis
- gene selection
- cross validation
- biological processes
- statistical tests
- binding sites
- microarray datasets
- pattern recognition
- gene expression patterns
- tissue samples
- support vector machine
- feature vectors
- supervised learning
- transcription factors
- cluster analysis
- decision trees
- feature extraction
- matrix factorization
- support vector machine svm
- linear discriminant analysis
- collaborative filtering
- machine learning