Classification of gene functions using support vector machine for time-course gene expression data.
Changyi ParkJa-Yong KooSujong KimInsuk SohnJae Won LeePublished in: Comput. Stat. Data Anal. (2008)
Keyphrases
- gene expression data
- support vector machine
- microarray
- gene expression
- feature selection
- dna microarray data
- gene expression analysis
- cancer classification
- gene expression profiles
- gene selection
- microarray datasets
- high dimensionality
- dna microarray
- microarray data
- gene expression datasets
- cancer diagnosis
- support vector machine svm
- gene expression data sets
- colon cancer
- svm classifier
- support vector
- tumor classification
- gene regulatory networks
- microarray data analysis
- analysis of gene expression data
- microarray gene expression data
- feature vectors
- high throughput
- informative genes
- gene expression profiling
- high dimensional
- feature extraction
- decision trees
- high dimensional data
- feature space
- gene expression patterns
- gene networks
- gene expression data analysis
- functional genomics
- yeast cell cycle
- gene expression microarray data
- gene clusters
- high classification accuracy
- regulatory networks
- random forest
- feature set
- training set
- gene regulation
- tissue samples
- gene ontology
- cancer datasets
- pattern recognition
- data sets
- molecular biology
- knn
- machine learning