Optimization of Inter-group Criteria for Clustering with Minimum Size Constraints.
Eduardo Sany LaberLucas MurtinhoPublished in: CoRR (2024)
Keyphrases
- constrained optimization
- optimization criteria
- homogeneous groups
- semi supervised clustering
- constrained clustering
- clustering method
- evaluation criteria
- clustering algorithm
- instance level constraints
- optimization problems
- optimization algorithm
- k means
- multi criteria
- data clustering
- categorical data
- similar objects
- neural network
- selection criteria
- global constraints
- optimization process
- hierarchical clustering
- semi supervised
- spectral clustering
- cluster analysis
- combinatorial optimization
- graph theoretic
- pairwise constraints
- optimization method
- outlier detection
- similarity function
- decision variables
- data points
- pairwise
- constant factor
- clustering solutions
- computational complexity
- data sets
- alternating optimization