On the Discrepancy between Kleinberg's Clustering Axioms and k-Means Clustering Algorithm Behavior.
Mieczyslaw Alojzy KlopotekRobert Albert KlopotekPublished in: Mach. Learn. (2023)
Keyphrases
- k means
- clustering algorithm
- hierarchical clustering
- clustering method
- human behavior
- data clustering
- knowledge base
- spectral clustering
- unsupervised learning
- data objects
- cluster analysis
- fuzzy clustering
- behavior patterns
- categorical data
- graph theoretic
- arbitrary shape
- learning algorithm
- similarity function
- document clustering
- outlier detection
- microarray
- multi agent systems
- case study