Agglomerative Hierarchical Clustering with Constraints: Theoretical and Empirical Results
Ian Davidson1 and S.S. Ravi1
(1) Department of Computer Science, University at Albany - State University of New York, Albany, NY 12222,
Handcock, M.S., Raftery, A.E. and Tantrum, J. (2005).
Model-Based Clustering for Social Networks.
Working Paper no. 46, Center for Statistics and the Social Sciences,
University of Washington.
- Dias, G. & Alves, E. (2005). Language-Independent Informative Topic Segmentation. In Proceedings of the 9th International Symposium on Social Communication. Santiago de Cuba, Cuba, January 24-28. pp. 588-592. ISBN: 9597174057. [pdf]
J. Han, M. Kamber, and A. K. H. Tung. Geographic Data Mining and Knowledge Discovery, chapter Spatial Clustering Methods in Data Mining: A Survey, pages 1–29. Taylor and Francis, 2001. [url]
M. Grahl, A. Hotho, и G. Stumme. Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007), стр. 50-54. Martin-Luther-Universität Halle-Wittenberg, (Сентябрь 2007)
J. MacQueen. Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability - Vol. 1, стр. 281--297. University of California Press, Berkeley, CA, USA, (1967)
M. Maia, J. Almeida, и V. Almeida. SocialNets '08: Proceedings of the 1st workshop on Social network systems, стр. 1--6. New York, NY, USA, ACM, (2008)
L. Zhao, и M. Zaki. SIGMOD '05: Proceedings of the 2005 ACM SIGMOD international conference on Management of data, стр. 694--705. New York, NY, USA, ACM, (2005)
I. Dhillon, S. Mallela, и D. Modha. Proceedings of The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining(KDD-2003), стр. 89--98. (2003)
M. Shafiei, и E. Milios. ICDM '06: Proceedings of the Sixth International Conference on Data Mining, стр. 542--551. Washington, DC, USA, IEEE Computer Society, (2006)
A. Hotho, S. Staab, и G. Stumme. Proceedings of the 2003 IEEE International Conference on Data Mining, стр. 541-544 (Poster. Melbourne, Florida, IEEE Computer Society, (Ноябрь 2003)
A. Hotho, S. Staab, и G. Stumme. Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, том 2838 из LNAI, стр. 217-228. Heidelberg, Springer, (2003)
M. Grahl, A. Hotho, и G. Stumme. Workshop Proceedings of Lernen -- Wissensentdeckung -- Adaptivität (LWA 2007), стр. 50-54. Martin-Luther-Universität Halle-Wittenberg, (Сентябрь 2007)
D. Arthur, и S. Vassilvitskii. SODA '07: Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms, стр. 1027--1035. Philadelphia, PA, USA, Society for Industrial and Applied Mathematics, (2007)
R. Bekkerman, R. El-Yaniv, и A. McCallum. ICML '05: Proceedings of the 22nd International Conference on Machine learning, стр. 41--48. New York, NY, USA, ACM, (2005)
C. Schmitz, A. Hotho, R. Jäschke, и G. Stumme. The Semantic Web: Research and Applications, том 4011 из Lecture Notes in Computer Science, стр. 530--544. Berlin/Heidelberg, Springer, (Июнь 2006)
A. Shepitsen, J. Gemmell, B. Mobasher, и R. Burke. RecSys '08: Proceedings of the 2008 ACM conference on Recommender systems, стр. 259--266. New York, NY, USA, ACM, (2008)
T. Zhang, R. Ramakrishnan, и M. Livny. Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data (SIGMOD'96), стр. 103--114. (1996)
X. Xu, N. Yuruk, Z. Feng, и T. Schweiger. KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, стр. 824--833. New York, NY, USA, ACM, (2007)
R. Bekkerman, R. El-Yaniv, и A. McCallum. ICML '05: Proceedings of the 22nd international conference on Machine learning, стр. 41--48. New York, NY, USA, ACM Press, (2005)
C. Tantipathananandh, T. Berger-Wolf, и D. Kempe. KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, стр. 717--726. New York, NY, USA, ACM, (2007)