Multi-class Joint Rule Extraction and Feature Selection for Biological Data.
Sheng LiuRonak Y. PatelPankaj R. DagaHaining LiuGang FuRobert J. DoerksenYixin ChenDawn WilkinsPublished in: BIBM (2011)
Keyphrases
- cost sensitive learning
- multi class
- rule extraction
- biological data
- feature selection
- microarray data
- cost sensitive
- high throughput
- support vector machine
- data analysis
- statistical methods
- text categorization
- neural network
- text classification
- black box
- feature space
- machine learning
- data sources
- support vector
- dimensionality reduction
- model selection
- feature set
- gene expression data
- data integration
- rough sets
- knowledge discovery
- unsupervised learning
- data mining
- association rules
- high dimensionality
- classification accuracy
- classification rules
- fuzzy rules
- feature subset
- databases
- microarray
- pairwise
- data sets
- feature extraction
- decision making
- k nearest neighbor
- real world