Using Domain Knowledge to Systematically Guide Feature Selection.
William GrovesPublished in: IJCAI (2013)
Keyphrases
- domain knowledge
- feature selection
- text categorization
- machine learning
- feature selection algorithms
- mutual information
- high dimensionality
- feature subset
- domain ontology
- support vector
- support vector machine
- feature space
- microarray classification
- method for feature selection
- prior domain knowledge
- selected features
- domain experts
- dimensionality reduction
- prior knowledge
- semantic information
- neural network
- feature set
- discriminative features
- unsupervised feature selection
- feature extraction
- expert systems