Optimization of Inter-group criteria for clustering with minimum size constraints.
Eduardo Sany LaberLucas MurtinhoPublished in: NeurIPS (2023)
Keyphrases
- optimization criteria
- constrained optimization
- clustering algorithm
- clustering method
- optimization algorithm
- instance level constraints
- constrained clustering
- data clustering
- optimization problems
- k means
- semi supervised clustering
- hierarchical clustering
- homogeneous groups
- optimal configuration
- evaluation criteria
- fuzzy clustering
- global optimization
- constraint programming
- cluster analysis
- distance metric
- unsupervised learning
- similar objects
- lagrange multipliers
- round robin tournament
- np hard optimization problems
- preference criteria
- constant factor
- selection criteria
- pairwise constraints
- group members
- graph theoretic
- global constraints
- fuzzy c means
- spectral clustering
- constraint satisfaction
- similarity measure