Biomarker Discovery Across Annotated and Unannotated Microarray Datasets Using Semi-Supervised Learning.
Cole HarrisNoushin GhaffariPublished in: BIOCOMP (2007)
Keyphrases
- semi supervised learning
- microarray datasets
- related genes
- microarray data
- feature selection
- microarray
- gene expression
- semi supervised
- unlabeled data
- labeled data
- gene expression data
- supervised learning
- machine learning
- unsupervised learning
- gene selection
- high dimensionality
- feature ranking
- text categorization
- high throughput
- training data
- data sets
- active learning
- cancer classification
- dimensionality reduction
- gene expression profiles
- neural network
- learning algorithm
- reinforcement learning
- biological data
- support vector
- feature space
- data mining
- prior knowledge
- data points
- information extraction