Using instance-level constraints in agglomerative hierarchical clustering: theoretical and empirical results

Author:

Davidson Ian,Ravi S. S.

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Computer Science Applications,Information Systems

Reference24 articles.

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2. Basu S, Banerjee A, Mooney R (2002) Semi-supervised clustering by seeding. In: Proceedings of the 19th international conference on machine learning (ICML 2002), Sydney, Australia, Jul 2002, pp 27–34

3. Basu S, Bilenko M, Mooney RJ (2004) Active semi-supervision for pairwise constrained clustering. In: Proceedings of the 4th SIAM international conference on data mining (SDM 2004), Lake Buena Vista, FL, Apr 2004, pp 333–344

4. Basu S, Davidson I, Wagstaff K (2008) Advances in clustering with constraints: algorithms, theory and practice. Chapman & Hall, CRC Press (to appear)

5. Cormen T, Leiserson CE, Rivest R and Stein C (2001). Introduction to algorithms. MIT Press, Cambridge

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