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]
L. Baker, und A. McCallum. Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval, Seite 96--103. Melbourne, AU, ACM Press, New York, US, (1998)
M. Grahl, A. Hotho, und G. Stumme. 7th International Conference on Knowledge Management (I-KNOW '07), Seite 356-364. Graz, Austria, Know-Center, (September 2007)
M. Grahl, A. Hotho, und G. Stumme. Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007), Seite 50-54. Martin-Luther-Universität Halle-Wittenberg, (September 2007)
A. Hotho, A. Maedche, und S. Staab. ICDM '01: Proceedings of the 2001 IEEE International Conference on Data Mining, Seite 607--608. Washington, DC, USA, IEEE Computer Society, (2001)
T. Falkowski, A. Barth, und M. Spiliopoulou. In Proc. of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence,, Seite 112-115. (2007)
A. Hotho, und G. Stumme. Proceedings of FGML Workshop, Seite 37-45. Special Interest Group of German Informatics Society (FGML --- Fachgruppe Maschinelles Lernen der GI e.V.), (2002)
C. Schmitz, A. Hotho, R. Jäschke, und G. Stumme. Proceedings of the 3rd European Semantic Web Conference, Volume 4011 von LNCS, Seite 530-544. Budva, Montenegro, Springer, (Juni 2006)
P. Cimiano, A. Hotho, und S. Staab. Proceedings of the European Conference on Artificial Intelligence (ECAI'04), Seite 435-439. Valencia, Spain, IOS Press, (2004)
P. Cimiano, A. Hotho, und S. Staab. Proceedings of the Conference on Languages Resources and Evaluation (LREC), Lisbon, Portugal, ELRA - European Language Ressources Association, (Mai 2004)
A. Hotho, S. Staab, und G. Stumme. Proc. of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD, Volume 2838 von LNCS, Seite 217-228. (2003)
S. Staab, und A. Hotho. Intelligent Information Processing and Web Mining, Proceedings of the International IIS: IIPWM'03 Conference held in Zakopane, Seite 451-452. (2003)
X. Xu, M. Ester, H. Kriegel, und J. Sander. ICDE '98: Proceedings of the Fourteenth International Conference on Data Engineering, Seite 324--331. Washington, DC, USA, IEEE Computer Society, (1998)
D. Lawrie, und W. Croft. Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2003, Seite 457--458. (2003)
M. Sanderson, und W. Croft. Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'99, Seite 206--213. (1999)
C. Brooks, und N. Montanez. WWW '06: Proceedings of the 15th international conference on World Wide Web, Seite 625-632. New York, NY, USA, ACM Press, (2006)
A. Hotho, S. Staab, und G. Stumme. Proceedings of the 2003 IEEE International Conference on Data Mining, Seite 541-544 (Poster. Melbourne, Florida, IEEE Computer Society, (November 2003)
A. Hotho, S. Staab, und G. Stumme. Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Volume 2838 von LNAI, Seite 217-228. Heidelberg, Springer, (2003)
F. Beil, M. Ester, und X. Xu. KDD '02: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, Seite 436--442. New York, NY, USA, ACM Press, (2002)
C. Robardet, und F. Feschet. IDEAL '00: Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents, Seite 565--570. London, UK, Springer-Verlag, (2000)
C. Schmitz, A. Hotho, R. Jäschke, und G. Stumme. The Semantic Web: Research and Applications, Volume 4011 von LNAI, Seite 530-544. Heidelberg, Springer, (2006)
A. Popescul, L. Ungar, D. Pennock, und S. Lawrence. 17th Conference on Uncertainty in Artificial Intelligence, Seite 437--444. Seattle, Washington, (August 2001)
A. Popescul, L. Ungar, D. Pennock, und S. Lawrence. 17th Conference on Uncertainty in Artificial Intelligence, Seite 437--444. Seattle, Washington, (August 2001)
A. Hotho, A. Maedche, und S. Staab. Proc. of the Workshop ``Text Learning: Beyond Supervision'' at IJCAI 2001. Seattle, WA, USA, August 6, 2001, (2001)
A. Wu, M. Garland, und J. Han. KDD '04: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, Seite 719--724. New York, NY, USA, ACM Press, (2004)
I. Dhillon, S. Mallela, und D. Modha. Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, Seite 89--98. ACM Press, (2003)
F. Beil, M. Ester, und X. Xu. Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, Seite 436--442. ACM Press, (2002)
G. Sheikholeslami, S. Chatterjee, und A. Zhang. VLDB'98, Proceedings of 24rd International Conference on Very
Large Data Bases, August 24-27, 1998, New York City, New York,
USA, Seite 428-439. Morgan Kaufmann, (1998)
M. Ester, H. Kriegel, J. Sander, und X. Xu. Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), Seite 226-231. AAAI Press, (1996)
C. Aggarwal, und P. Yu. Proceedings of the 2000 ACM SIGMOD International Conference on
Management of Data, May 16-18, 2000, Dallas, Texas, USA, Seite 70-81. ACM, (2000)
R. Agrawal, J. Gehrke, D. Gunopulos, und P. Raghavan. Proceedings of the ACM SIGMOD Int'l Conference on Management of
Data, Seattle, Washington, Seite 94--105. ACM Press, (Juni 1998)