Complex diseases SNP selection and classification by hybrid Association Rule Mining and Artificial Neural Network - based Evolutionary Algorithms.
Aicha BoutorhAhmed GuessoumPublished in: Eng. Appl. Artif. Intell. (2016)
Keyphrases
- association rule mining
- evolutionary algorithm
- classification rule mining
- associative classification
- complex diseases
- association rules
- associative classifiers
- frequent itemsets
- data mining
- data mining techniques
- decision trees
- association rule mining algorithm
- single nucleotide polymorphisms
- genome wide
- knowledge discovery
- machine learning
- feature extraction
- differential evolution
- feature space
- classification rules
- frequent subtree mining
- interestingness measures
- itemsets
- rule discovery
- support vector
- support vector machine
- human genome
- training set
- genetic algorithm
- data analysis
- feature selection
- classification method
- text classification
- statistical methods
- discovered association rules
- support vector machine svm