A Novel Clustering Index to Find Optimal Clusters Size With Application to Segmentation of Energy Consumers.
Nameer Al KhafafMahdi JaliliPeter SokolowskiPublished in: IEEE Trans. Ind. Informatics (2021)
Keyphrases
- clustering algorithm
- hierarchical clustering
- data points
- data clustering
- cluster validity index
- unsupervised clustering
- cluster analysis
- bayesian information criterion
- document clustering
- image segmentation
- clustering approaches
- overlapping clusters
- unsupervised learning
- agglomerative clustering
- optimal segmentation
- graph clustering
- normalized cut
- medical images
- graph partitioning
- davies bouldin
- optimal solution
- rand index
- segmentation method
- cluster membership
- constrained clustering
- cluster structure
- segmentation algorithm
- fuzzy clustering algorithm
- clustering procedure
- clustering scheme
- homogeneous groups
- agglomerative hierarchical clustering
- inter cluster
- intra cluster
- level set
- clustering method
- cluster ensemble
- data objects
- fuzzy clustering
- subspace clustering
- cluster centers