Cross-Platform Pathway Activity Transformation and Classification of Microarray Data.
Worrawat EngchuanAsawin MeechaiSissades TongsimaJonathan H. ChanPublished in: INNS-CIIS (2014)
Keyphrases
- microarray data
- cross platform
- microarray data analysis
- dna microarray data
- microarray
- feature selection
- cancer classification
- microarray datasets
- gene expression data
- gene expression profiles
- gene selection
- gene expression
- small number of samples
- gene expression microarray data
- ovarian cancer
- data sets
- open source
- pattern recognition
- dna microarray
- high dimensionality
- text classification
- high dimensional
- gene networks
- feature space
- cancer diagnosis
- support vector machine
- cluster analysis
- training set
- regulatory networks
- biologically relevant
- data mining
- high throughput
- object oriented
- decision trees