A Survey on Unbalanced Classification: How Can Evolutionary Computation Help?
Wenbin PeiBing XueMengjie ZhangLin ShangXin YaoQiang ZhangPublished in: IEEE Trans. Evol. Comput. (2024)
Keyphrases
- estimation of distribution algorithms
- evolutionary computation
- evolutionary algorithm
- genetic programming
- computational intelligence
- machine learning and data mining
- genetic algorithm
- particle swarm optimization algorithm
- classification accuracy
- soft computing
- multi objective
- multi objective optimization
- evolutionary learning
- swarm intelligence
- optimisation problems
- cooperative coevolution
- fuzzy logic
- fuzzy systems
- gene expression programming
- support vector
- fitness function
- evolutionary approaches
- evolutionary design
- support vector machine
- artificial life
- particle swarm optimization
- decision trees
- classification rules
- machine learning
- support vector machine svm
- training set
- feature space
- reinforcement learning
- data reduction
- test functions
- differential evolution
- fuzzy rules
- evolutionary methods
- nature inspired algorithms