A comparison of extrinsic clustering evaluation metrics based on formal constraints

Author:

Amigó Enrique,Gonzalo Julio,Artiles Javier,Verdejo Felisa

Publisher

Springer Science and Business Media LLC

Subject

Library and Information Sciences,Information Systems

Reference16 articles.

1. Artiles, J., Gonzalo, J., & Sekine, S. (2007). The Semeval-2007 Weps evaluation: Establishing a benchmark for the web people search task. In Proceedings of the 4th International Workshop on Semantic Evaluations (Semeval-2007), June 23–24 (pp. 64–69). Prague.

2. Bagga, A., & Baldwin, B. (1998). Entity-based cross-document coreferencing using the vector space model. In Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and the 17th International Conference on Computational Linguistics (COLING-ACL’98) (pp. 79–85). Montreal.

3. Bakus, J., Hussin, M. F., & Kamel, M. (2002). A SOM-based document clustering using phrases. In Proceedings of the 9th International Conference on Neural Information Procesing (ICONIP’02) (pp. 2212–2216). Singapore.

4. Dom, B. (2001). An information-theoretic external cluster-validity measure. IBM Research Report.

5. Ghosh, J. (2003). Scalable clustering methods for data mining. In N. Ye (Ed.), Handbook of data mining. NJ: Lawrence Erlbaum.

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