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,
I. Dhillon, und D. Modha. Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised papers, Volume 1759 von Lecture Notes in Computer Science, Seite 245-260. Springer, (2000)
M. Meila, und D. Heckerman. Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, Seite 386--395. Morgan Kaufmann, Inc., San Francisco, CA, (1998)
M. Steinbach, L. Ertoz, und V. Kumar. New Vistas in Statistical Physics -- Applications in Econophysics, Bioinformatics, and Pattern Recognition, Springer-Verlag, (2003)
L. Ertoz, M. Steinbach, und V. Kumar. Workshop on Clustering High Dimensional Data and its Applications at 2nd SIAM International Conference on Data Mining, (2002)
G. Karypis, und E. Han. Proc. of 9th ACM International Conference on Information and Knowledge Management, CIKM-00, Seite 12--19. New York, US, ACM Press, (2000)
J. MacQueen. Proc. of the fifth Berkeley Symposium on Mathematical Statistics and Probability, 1, Seite 281-297. University of California Press, (1967)
S. Savaresi, D. Boley, S. Bittanti, und G. Gazzaniga. Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002, SIAM, (2002)
M. Kirsten, und S. Wrobel. Inductive Logic Programming, 10th International Conference, ILP 2000, London, UK, July 24-27, 2000, Proceedings, Volume 1866 von Lecture Notes in Computer Science, Seite 112-129. Springer, (2000)
A. Weingessel, E. Dimitriadou, und S. Dolnicar. Working Paper 29. SFB ``Adaptive Information Systems and Modeling in Economics and Management Science'', (1999)
Y. Zhao, und G. Karypis. CIKM '02: Proceedings of the eleventh international conference on Information and knowledge management, Seite 515--524. New York, NY, USA, ACM Press, (2002)