A weighted k-modes clustering using new weighting method based on within-cluster and between-cluster impurity measures.
Kyoungok KimPublished in: J. Intell. Fuzzy Syst. (2017)
Keyphrases
- clustering method
- hierarchical clustering
- clustering algorithm
- unsupervised clustering
- significant improvement
- clustering procedure
- clustering result
- unsupervised learning
- hierarchical agglomerative clustering
- k means
- hierarchical clustering algorithm
- data points
- weighting scheme
- cluster analysis
- data clustering
- similarity measure
- detection method
- cluster centers
- semi supervised
- distance metric
- variable weighting
- probabilistic model
- consensus clustering
- neighborhood information
- initial cluster centers
- inter cluster
- cluster membership
- objective function
- run length smoothing algorithm
- cluster validation
- agglomerative hierarchical clustering
- cost function
- intra cluster
- support vector machine
- clustering approaches