A Clustering Ensemble Method for Cell Type Detection by Multiobjective Particle Optimization.
Qiaoming LiuXudong ZhaoGuohua WangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2023)
Keyphrases
- ensemble methods
- multi objective
- optimization algorithm
- multiobjective optimization
- cluster ensemble
- multiple objectives
- prediction accuracy
- random forest
- clustering algorithm
- machine learning methods
- evolutionary algorithm
- clustering method
- benchmark datasets
- generalization ability
- k means
- decision trees
- random forests
- rotation forest
- optimization problems
- ensemble learning
- object detection
- data clustering
- particle swarm optimization
- hierarchical clustering
- base classifiers
- differential evolution
- multilabel classification
- ensemble members
- base learners
- optimization method
- neural network
- high dimensional data
- data points
- genetic algorithm