Experiments with Hybridization and Optimization of the Rules Knowledge Base for Classification of MMPI Profiles.
Jerzy GomulaWieslaw PajaKrzysztof PancerzTeresa MroczekMariusz WrzesienPublished in: ICDM (2011)
Keyphrases
- knowledge base
- classification rules
- decision rules
- inference engine
- associative classification
- rule discovery
- classification systems
- machine learning
- classification accuracy
- classification scheme
- rule sets
- rule learning
- classification algorithm
- feature space
- preprocessing
- automatic classification
- classification method
- rule extraction
- knowledge from domain experts
- association rule mining
- feature extraction
- pattern recognition
- expert systems
- text classification
- image classification
- optimization problems
- benchmark datasets
- associative classifiers
- feature selection
- classification models
- logic programming
- training samples
- attribute values
- machine learning algorithms
- pattern classification
- rule base
- knowledge representation
- production rules
- feature vectors
- association rules
- rule induction
- support vector
- user profiles
- domain experts
- neural network