Handling batch effects on cross-platform classification of microarray data.
Worrawat EngchuanAsawin MeechaiSissades TongsimaJonathan H. ChanPublished in: Int. J. Adv. Intell. Paradigms (2016)
Keyphrases
- microarray data
- cross platform
- building classification models
- dna microarray data
- feature selection
- microarray data analysis
- microarray datasets
- microarray
- gene expression
- cancer classification
- gene selection
- gene expression profiles
- gene expression data
- small number of samples
- high dimensional
- colon cancer
- dna microarray
- ovarian cancer
- text classification
- cluster analysis
- informative genes
- microarray analysis
- gene expression microarray data
- high dimensionality
- open source
- data sets
- gene expression analysis
- feature space
- support vector
- decision trees
- high throughput
- training samples
- dimensionality reduction
- active learning
- data model
- training set
- pattern recognition
- case study
- real world