Cardiac Arrhythmia Classification Using KNN and Naive Bayes Classifiers Optimized with Differential Evolution (DE) and Particle Swarm Optimization (PSO).
Christian Padilla-NavarroMaría del Rosario Baltazar-FloresDavid Cuesta-FrauArnulfo Alanis GarzaVíctor Manuel Zamudio RodríguezPublished in: Intelligent Environments (Workshops) (2013)
Keyphrases
- differential evolution
- particle swarm optimization pso
- knn
- naive bayes classifier
- text classification
- k nearest neighbor
- support vector machine svm
- optimization algorithm
- particle swarm optimization
- support vector machine
- evolutionary algorithm
- pso algorithm
- naive bayes
- nearest neighbor
- convergence speed
- test functions
- optimization method
- swarm intelligence
- text categorization
- feature selection
- hybrid algorithm
- genetic algorithm
- mutation operator
- multi objective optimization
- premature convergence
- nearest neighbour
- distance function
- particle swarm
- ant colony optimization
- artificial bee colony
- biogeography based optimization
- genetic algorithm ga
- machine learning
- classification accuracy
- multi objective
- feature extraction
- decision trees
- evolutionary strategy
- multi objective optimization problems
- training set
- neural network
- supervised learning
- crossover operator
- evolution strategy
- objective function
- learning algorithm