Robust Gene Selection from Microarray Data with a Novel Markov Boundary Learning Method: Application to Diabetes Analysis.
Alex AussemSergio Rodrigues de MoraisFlorence PerraudSophie RomePublished in: ECSQARU (2009)
Keyphrases
- microarray data
- gene selection
- microarray analysis
- microarray
- gene expression
- feature selection
- supervised learning
- gene expression data
- microarray classification
- cancer classification
- machine learning
- dna microarray data
- learning algorithm
- microarray data analysis
- training samples
- differentially expressed genes
- ovarian cancer
- gene expression patterns
- biological data
- support vector machine
- feature set
- support vector machine svm
- feature ranking
- gene sets
- training data
- gene networks
- high dimensional
- cluster analysis
- machine learning methods