Importance of clustering Improve of Modified Bee Colony Optimization (MBCO) algorithm by optimizing the clusters initial values.
Jinya CaiHaiping ZhangXinping YuPublished in: J. Intell. Fuzzy Syst. (2022)
Keyphrases
- k means
- clustering algorithm
- clustering method
- optimization algorithm
- data clustering
- graph clustering
- fuzzy k means
- initial values
- hierarchical clustering
- density based clustering
- particle swarm optimization
- synthetic datasets
- unsupervised clustering
- density based clustering algorithm
- clustering result
- validity index
- cluster centers
- clustering quality
- cluster analysis
- ant colony optimization
- similarity matrix
- clustering analysis
- clustering approaches
- subspace clustering
- unsupervised learning
- input data
- clusters of arbitrary shapes