Artificial Data Generation for One-class Classification - A Case Study of Dimensionality Reduction for Text and Biological Data.
Santiago D. VillalbaPadraig CunninghamPublished in: KDIR (2009)
Keyphrases
- biological data
- data generation
- high throughput
- dimensionality reduction
- microarray
- data analysis
- statistical methods
- high dimensional
- feature extraction
- low dimensional
- high dimensional data
- data streams
- active learning
- microarray data
- data integration
- knowledge discovery
- streaming data
- case study
- text mining
- real world
- principal component analysis
- database
- data sources
- feature space
- feature selection
- data acquisition
- supervised learning
- information extraction
- mining graph data