Optimal classification for time-course gene expression data using functional data analysis.
Joon Jin SongWeiguo DengHo-Jin LeeDeukwoo KwonPublished in: Comput. Biol. Chem. (2008)
Keyphrases
- gene expression data
- data analysis
- microarray
- gene expression
- high dimensionality
- gene expression analysis
- cancer classification
- gene expression profiles
- feature selection
- dna microarray data
- cancer diagnosis
- gene expression datasets
- dna microarray
- analysis of gene expression data
- tumor classification
- high dimensional data
- microarray data
- classification accuracy
- gene regulatory networks
- gene expression profiling
- microarray datasets
- gene expression data analysis
- gene selection
- cancer datasets
- colon cancer
- gene expression microarray data
- clustering analysis
- machine learning
- decision trees
- tissue samples
- data sets
- gene expression data sets
- microarray data analysis
- functional genomics
- gene networks
- database
- training set
- support vector machine svm
- microarray gene expression data
- feature extraction
- simultaneous clustering
- high throughput
- nearest neighbor
- support vector machine
- biological information
- experimental conditions
- pattern recognition
- data mining
- neural network