Interaction-based feature selection and classification for high-dimensional biological data.
Haitian WangShaw-Hwa LoTian ZhengInchi HuPublished in: Bioinform. (2012)
Keyphrases
- biological data
- feature selection and classification
- high dimensional
- high dimensionality
- microarray data
- high throughput
- feature selection
- microarray
- protein interaction
- data analysis
- statistical methods
- gene expression data
- systems biology
- data integration
- huge volume of data
- dimensionality reduction
- high dimensional data
- low dimensional
- data sources
- knowledge discovery
- protein protein interactions
- feature space
- text classification
- feature set
- text mining
- nearest neighbor
- data model
- feature extraction
- data sets