A weight-incorporated similarity-based clustering ensemble method based on swarm intelligence.
Qi KangShiYao LiuMengChu ZhouSisi LiPublished in: Knowl. Based Syst. (2016)
Keyphrases
- swarm intelligence
- ensemble methods
- computational intelligence
- cluster ensemble
- prediction accuracy
- evolutionary computation
- particle swarm optimization
- ant colony optimization
- clustering algorithm
- decision trees
- nature inspired
- benchmark datasets
- ant colonies
- k means
- ensemble learning
- rotation forest
- random forest
- particle swarm optimization pso
- base classifiers
- theoretical and empirical study
- social behavior
- collective behavior
- social insects
- machine learning methods
- swarm optimization
- hierarchical clustering
- data points
- foraging behavior
- artificial bee colony
- ensemble members
- swarm robotics
- neural network
- feature subset
- ensemble classifier
- genetic programming
- genetic algorithm