k-means Cluster Shape Implications.
Mieczyslaw A. KlopotekSlawomir T. WierzchonRobert A. KlopotekPublished in: AIAI (1) (2020)
Keyphrases
- k means
- clustering algorithm
- data clustering
- cluster analysis
- hierarchical clustering
- unsupervised clustering
- initial cluster centers
- cluster centers
- clustering result
- constrained clustering
- clustering approaches
- clustering quality
- shape matching
- rough k means
- arbitrary shape
- shape recognition
- clustering framework
- agglomerative hierarchical clustering
- hierarchical agglomerative clustering
- variable weighting
- clustering method
- shape features
- shape prior
- self organizing maps
- cluster validity
- shape descriptors
- shape analysis
- shape model
- cluster structure
- document collections