A Tailored Particle Swarm and Egyptian Vulture Optimization-Based Synthetic Minority-Oversampling Technique for Class Imbalance Problem.
Subhashree RoutPradeep Kumar MallickAnnapareddy V. N. ReddySachin KumarPublished in: Inf. (2022)
Keyphrases
- class imbalance
- particle swarm
- class distribution
- minority class
- majority class
- optimization method
- particle swarm optimization
- class imbalanced
- particle swarm optimization algorithm
- optimization methods
- swarm intelligence
- evolutionary algorithm
- multi objective
- active learning
- cost sensitive learning
- cost sensitive
- sampling methods
- high dimensionality
- optimization algorithm
- concept drift
- genetic algorithm
- imbalanced datasets
- imbalanced data
- differential evolution
- pso algorithm
- test set
- global optimization
- training data
- misclassification costs
- hybrid algorithm
- classification error
- imbalanced class distribution
- evolutionary computation
- ant colony optimization
- computational intelligence
- decision boundary
- training set
- attribute selection
- data sets
- unlabeled data
- fitness function
- multi class
- simulated annealing