Normalization Benefits Microarray-Based Classification.
Jianping HuaYoganand BalagurunathanYidong ChenJames LoweyMichael L. BittnerZixiang XiongEdward SuhEdward R. DoughertyPublished in: EURASIP J. Bioinform. Syst. Biol. (2006)
Keyphrases
- microarray
- acute leukemia
- gene expression profiles
- gene expression
- cancer classification
- high throughput
- gene expression data
- gene expression analysis
- high dimensionality
- microarray data analysis
- microarray datasets
- colon cancer
- microarray data
- dna microarray
- cancer diagnosis
- gene expression microarray data
- gene expression data sets
- microarray analysis
- gene selection
- experimental conditions
- dna microarray data
- gene networks
- gene expression profiling
- feature selection
- gene expression datasets
- machine learning
- gene ontology
- clustering analysis
- molecular biology
- microarray expression data
- model selection
- regulatory networks
- unsupervised learning
- support vector machine
- classification accuracy
- cancer datasets
- support vector machine svm
- decision trees
- knn
- training set
- yeast cell cycle
- support vector
- meta analysis