Improving Rough Classifiers Using Concept Ontology.
Sinh Hoa NguyenHung Son NguyenPublished in: PAKDD (2005)
Keyphrases
- semantic web
- training data
- related concepts
- domain knowledge
- feature selection
- test set
- machine learning algorithms
- domain specific
- support vector
- decision trees
- knowledge base
- conceptual structures
- ontology construction
- machine learning methods
- formal concept analysis
- multiple classifiers
- approximation spaces
- classification method
- classification systems
- linear classifiers
- supervised classification
- data sets
- svm classifier
- feature set
- rough sets
- training set
- classification models
- training examples
- knowledge management
- set theory
- relevant concepts
- semantic mapping
- formal logic
- semantically enhanced