AHA-3WKM: The optimization of K-means with three-way clustering and artificial hummingbird algorithm.
Xiying ChenCaihui LiuBowen LinJianying LaiDuoqian MiaoPublished in: Inf. Sci. (2024)
Keyphrases
- k means
- clustering method
- clustering algorithm
- data clustering
- optimization algorithm
- hierarchical clustering
- rough k means
- optimization process
- fuzzy k means
- optimization method
- synthetic datasets
- preprocessing
- np hard
- clustering approaches
- detection algorithm
- expectation maximization
- cost function
- computational complexity
- stochastic gradient
- optimization problems
- cluster analysis
- dynamic programming
- spectral clustering
- learning algorithm
- cluster centers
- clustering quality
- unsupervised clustering
- fuzzy clustering algorithm
- consensus clustering
- clustering result
- classical clustering algorithms
- convergence rate
- ant colony optimization
- segmentation algorithm
- linear programming
- search space
- similarity measure
- feature selection