Semi-supervised learning improves gene expression-based prediction of cancer recurrence.
Mingguang ShiBing ZhangPublished in: Bioinform. (2011)
Keyphrases
- similarity measure
- semi supervised learning
- gene expression
- gene expression profiles
- microarray
- dna microarray
- gene selection
- colon cancer
- semi supervised
- gene expression data
- gene expression data sets
- unlabeled data
- labeled data
- protein interaction
- microarray data
- supervised learning
- unsupervised learning
- cancer diagnosis
- gene expression patterns
- biological processes
- machine learning
- active learning
- cancer classification
- training data
- high throughput
- biological networks
- clustering method
- high dimensionality
- data analysis
- binding sites
- gene regulatory networks
- probabilistic model
- feature selection
- class labels
- low dimensional