A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs.
Mohamad Beheshti RouiMariam ZomorodiMasoomeh SarvelayatiMoloud AbdarHamid NooriPawel PlawiakRyszard TadeusiewiczXujuan ZhouAbbas KhosraviSaeid NahavandiU. Rajendra AcharyaPublished in: Knowl. Based Syst. (2021)
Keyphrases
- classification rules
- genetic algorithm
- genetic programming
- rule discovery
- predictive accuracy
- subgroup discovery
- decision trees
- nearest neighbor
- medical data sets
- rule sets
- classification algorithm
- ant miner
- associative classification
- association rules
- neural network
- knowledge discovery
- general purpose
- metaheuristic
- simulated annealing
- human experts
- decision tree algorithm
- artificial neural networks
- evolutionary algorithm
- data mining
- action rules
- ant colony optimization
- hybrid algorithm
- fuzzy logic
- differential evolution
- ant colony
- artificial intelligence
- fuzzy rules
- real time