Constrained Clustering Task

A Constrained Clustering Task is a clustering task that is a constrained optimization task (that includes clustering constraints, typically provided as background knowledge).

• Context:
  • It can be solved by a Constrained Clustering Algorithm.
• See: Clustering Constraint Rule, Constraint Rule.

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References

2011

• (Wagstaff, 2011) ⇒ Kiri L. Wagstaff. (2011). “Constrained Clustering.” In: (Sammut & Webb, 2011) p.220
• (Gilpin et al., 2011) ⇒ Sean Gilpin, and Ian Davidson. (2011). “Incorporating SAT Solvers Into Hierarchical Clustering Algorithms: An Efficient and Flexible Approach.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020585

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