Optimal Decision Trees For Interpretable Clustering with Constraints.
Pouya ShatiEldan CohenSheila A. McIlraithPublished in: CoRR (2023)
Keyphrases
- decision trees
- clustering algorithm
- k means
- clustering method
- spectral clustering
- data clustering
- optimal solution
- constrained clustering
- constrained optimization
- self organizing maps
- document clustering
- optimality criteria
- hierarchical clustering
- constraint satisfaction
- training data
- neural network
- cluster analysis
- closed form
- data mining methods
- unsupervised learning
- categorical data
- pairwise constraints
- decision tree induction
- semi supervised clustering
- dynamic programming
- instance level constraints