Estimation and clustering with infinite rankings

Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008

Volumn , Issue , 2008, Pages 393-402

  Meilǎ, Marina ^a   Bao, Le ^a  

^a UNIVERSITY OF WASHINGTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MULTIMODAL DISTRIBUTIONS; NATURAL EXTENSION; NEW MODEL; NON-PARAMETRIC;

ARTIFICIAL INTELLIGENCE; ESTIMATION;

CLUSTERING ALGORITHMS;

EID: 79551502569     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. L. M. Busse, P. Orbanz, and J. Bühmann. Cluster analysis of heterogeneous rank data. In Proceedings of the International Conference on Machine Learning ICML.
2. M. A. Carreira-Perpiñan. Gaussian mean shift is an EM algorithm. IEEE Trans. on Pattern Analysis and Machine Intelligence, 29(5):767-776, 2007.
3. W. C. Cohen, R. S. Schapire, and Y. Singer. Learning to order things. Journal of Artificial Intelligence Research, 10:243-270, 1999. (Pubitemid 30573909)
4. D. E. Critchlow. Metric methods for analyzing partially ranked data. Number 34 in Lecture notes in statistics. Springer-Verlag, Berlin Heidelberg New York Tokyo, 1985.
5. M. H. DeGroot. Probability and Statistics. Addison-Wesley Pub. Co., Reading, MA, 1975.
6. M. A. Fligner and J. S. Verducci. Distance based ranking models. Journal of the Royal Statistical Society B, 48:359-369, 1986.
7. M. A. Fligner and J. S. Verducci. Multistage ranking models. Journal of the American Statistical Association, 88, 1988.
8. I. Gormley and T. Murphy. Exploring heterogeneity in irish voting data: A mixture modelling approach. Technical Report, Department of Statistics, Trinity College Dublin(05/09), 2005.
9. G. Lebanon and J. Lafferty. Conditional models on the ranking poset. In Advances in Neural Information Processing Systems, number 15, Cambridge, MA, 2003. MIT Press.
10. M. Meila and L. Bao. Estimation and clustering with infinite rankings. Technical Report 529, UW Statistics, 2008.
11. M. Meilǎ, K. Phadnis, A. Patterson, and J. Bilmes. Consensus ranking under the exponential model. In R. Parr and L. Van den Gaag, editors, Proceedings of the 23rd Conference on Uncertainty in AI, volume 23, page (to appear), 2007.
12. G. L. Nemhauser and L. A. Wolsey. Integer and combinatorial optimization. Wiley, 1999.
13. E. Thoma. Mathematische Zeitschrift, 1964.