Granular computing for relational data classification.
Piotr HonkoPublished in: J. Intell. Inf. Syst. (2013)
Keyphrases
- relational data
- granular computing
- relational classification
- rough sets
- relational learning
- relational databases
- statistical relational learning
- xml documents
- structured data
- pattern recognition
- machine learning algorithms
- classification accuracy
- collective classification
- rough set theory
- fuzzy sets
- benchmark datasets
- multi type
- relational clustering
- feature space
- information processing
- decision trees
- databases
- real world
- machine learning
- feature selection
- data objects
- soft computing
- support vector
- neural network
- feature extraction
- machine learning methods
- decision rules
- expert systems
- information extraction
- database