Knowledge building through optimized classification rule set generation using genetic based elitist multi objective approach.
Preeti GuptaTarun Kumar SharmaDeepti MehrotraAjith AbrahamPublished in: Neural Comput. Appl. (2019)
Keyphrases
- rule sets
- multi objective
- knowledge building
- classification rules
- evolutionary algorithm
- decision rules
- decision trees
- genetic algorithm
- collaborative learning
- classification accuracy
- error rate
- multi objective optimization
- nsga ii
- association rules
- machine learning
- rough set theory
- feature space
- learning processes
- membership functions
- conceptual change
- domain knowledge
- pattern recognition
- fuzzy sets
- learning community
- computer supported collaborative learning
- class labels
- genetic programming
- information sharing
- text classification
- support vector machine
- support vector
- knowledge base
- feature selection
- databases