-
2
-
-
14344264451
-
Integrating constraints and metric learning in semi-supervised clustering
-
Russ G, Dale S, eds. Banff: ACM Press
-
Bilenko M, Basu S, Mooney R J. Integrating constraints and metric learning in semi-supervised clustering. In: Russ G, Dale S, eds. Proc. of the 21st Int'l Conf. on Machine Learning (ICML 2004). Banff: ACM Press, 2004. 81-88.
-
(2004)
Proc. of the 21st Int'l Conf. on Machine Learning (ICML 2004)
, pp. 81-88
-
-
Bilenko, M.1
Basu, S.2
Mooney, R.J.3
-
3
-
-
12244300524
-
A probabilistic framework for semi-supervised clustering
-
Won K, Ron K, Johannes G, William D, eds. Seattle: ACM Press
-
Basu S, Bilenko M, Mooney R J. A probabilistic framework for semi-supervised clustering. In: Won K, Ron K, Johannes G, William D, eds. Proc. of the 10th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD 2004). Seattle: ACM Press, 2004. 59-68.
-
(2004)
Proc. of the 10th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD 2004)
, pp. 59-68
-
-
Basu, S.1
Bilenko, M.2
Mooney, R.J.3
-
5
-
-
0042377235
-
Constrained K-means clustering with background knowledge
-
Carla E B, Andrea P D, eds. Williamstown: Morgan Kaufmann Publishers
-
Wagstaff K, Cardie C, Rogers S, Schroedl S. Constrained K-means clustering with background knowledge. In: Carla E B, Andrea P D, eds. Proc. of the 18th Int'l Conf. on Machine Learning (ICML 2001). Williamstown: Morgan Kaufmann Publishers, 2001. 577-584.
-
(2001)
Proc. of the 18th Int'l Conf. on Machine Learning (ICML 2001)
, pp. 577-584
-
-
Wagstaff, K.1
Cardie, C.2
Rogers, S.3
Schroedl, S.4
-
6
-
-
2542567719
-
Semi-Supervised clustering by seeding
-
Claude S, Achim G H, eds. Sydney: Morgan Kaufmann Publishers
-
Basu S, Banerjee A, Mooney R J. Semi-Supervised clustering by seeding. In: Claude S, Achim G H, eds. Proc. of 19th Int'l Conf. on Machine Learning (ICML 2002). Sydney: Morgan Kaufmann Publishers, 2002. 27-34.
-
(2002)
Proc. of 19th Int'l Conf. on Machine Learning (ICML 2002)
, pp. 27-34
-
-
Basu, S.1
Banerjee, A.2
Mooney, R.J.3
-
7
-
-
84880821479
-
Spectral learning
-
Georg G, Toby W, eds. Morgan Kaufmann Publishers
-
Kamvar S D, Klein D, Manning C D. Spectral learning. In: Georg G, Toby W, eds. Proc. of the 18th Int'l Joint Conf. on Artificial Intelligence (IJCAI 2003). Morgan Kaufmann Publishers, 2003. 561-566.
-
(2003)
Proc. of the 18th Int'l Joint Conf. on Artificial Intelligence (IJCAI 2003)
, pp. 561-566
-
-
Kamvar, S.D.1
Klein, D.2
Manning, C.D.3
-
8
-
-
32844465464
-
Constrained spectral clustering under a local proximity structure assumption
-
Ingrid R, Zdravko M, eds. AAAI Press
-
Xu Q J, DesJardins M, Wagstaf K. Constrained spectral clustering under a local proximity structure assumption. In: Ingrid R, Zdravko M, eds. Proc. of the 18th Int'l Florida Artificial Intelligence Research Society Conf. (FLAIRS 2005). AAAI Press, 2005. 866-867.
-
(2005)
Proc. of the 18th Int'l Florida Artificial Intelligence Research Society Conf. (FLAIRS 2005)
, pp. 866-867
-
-
Xu, Q.J.1
DesJardins, M.2
Wagstaf, K.3
-
9
-
-
9444294778
-
From instance-level constraints to space-level constraints: making the most of prior knowledge in data clustering
-
Claude S, Achim G H, eds. Sydney: Morgan Kaufmann Publishers
-
Klein D, Kamvar S D, Manning C D. From instance-level constraints to space-level constraints: Making the most of prior knowledge in data clustering. In: Claude S, Achim G H, eds. Proc. of the 19th Int'l Conf. on Machine Learning (ICML 2002). Sydney: Morgan Kaufmann Publishers, 2002. 307-314.
-
(2002)
Proc. of the 19th Int'l Conf. on Machine Learning (ICML 2002)
, pp. 307-314
-
-
Klein, D.1
Kamvar, S.D.2
Manning, C.D.3
-
10
-
-
35948988927
-
Density-Sensitive semi-supervised spectral clustering
-
in Chinese with English abstract
-
Wang L, Bo L F, Jiao L C. Density-Sensitive semi-supervised spectral clustering. Journal of Software, 2007, 18(10):2412-2422 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/18/2412.htm
-
(2007)
Journal of Software
, vol.18
, Issue.10
, pp. 2412-2422
-
-
Wang, L.1
Bo, L.F.2
Jiao, L.C.3
-
11
-
-
84879571292
-
Distance metric learning with application to clustering with side-information
-
Thrun S, Becker S, Obermayer K, eds. Cambridge: MIT Press
-
Xing E P, Ng A Y, Jordan M I, Russell S. Distance metric learning with application to clustering with side-information. In: Thrun S, Becker S, Obermayer K, eds. Advances in Neural Information Processing Systems (NIPS 2003). Cambridge: MIT Press, 2003. 505-512.
-
(2003)
Advances in Neural Information Processing Systems (NIPS 2003)
, pp. 505-512
-
-
Xing, E.P.1
Ng, A.Y.2
Jordan, M.I.3
Russell, S.4
-
12
-
-
84898997673
-
Learning a distance metric from relative comparisons
-
Thrun S, Becker S, Obermayer K, eds Cambridge: MIT Press
-
Schultz M, Joachims T. Learning a distance metric from relative comparisons. In: Thrun S, Becker S, Obermayer K, eds. Advances in Neural Information Processing Systems (NIPS 2003). Cambridge: MIT Press, 2003. 40-47.
-
(2003)
Advances in Neural Information Processing Systems (NIPS 2003)
, pp. 40-47
-
-
Schultz, M.1
Joachims, T.2
-
13
-
-
1942517347
-
Learning distance functions using equivalence relations
-
Tom F, Nina M, eds. Washington: AAAI Press
-
Bar-Hillel A, Hertz T, Shental N, Weinshall D. Learning distance functions using equivalence relations. In: Tom F, Nina M, eds. Proc. of the 20th Int'l Conf. on Machine Learning (ICML 2003). Washington: AAAI Press, 2003. 11-18.
-
(2003)
Proc. of the 20th Int'l Conf. on Machine Learning (ICML 2003)
, pp. 11-18
-
-
Bar-Hillel, A.1
Hertz, T.2
Shental, N.3
Weinshall, D.4
-
14
-
-
36849025479
-
Enhancing semi-supervised clustering: a feature projection perspective
-
Pavel B, Rich C, Xindong W, eds. San Jose: ACM
-
Tang W, Xiong H, Zhong S, Wu J. Enhancing semi-supervised clustering: A feature projection perspective. In: Pavel B, Rich C, Xindong W, eds. Proc. of the 13th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD 2007). San Jose: ACM, 2007. 707-716.
-
(2007)
Proc. of the 13th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD 2007)
, pp. 707-716
-
-
Tang, W.1
Xiong, H.2
Zhong, S.3
Wu, J.4
-
16
-
-
0037709918
-
Supervised clustering of genes
-
research0069.1-0069.15
-
Dettling M, Buhlmann P. Supervised clustering of genes. Genome Biology, 2002, 3(12):research0069.1-0069.15.
-
(2002)
Genome Biology
, vol.3
, Issue.12
-
-
Dettling, M.1
Buhlmann, P.2
-
17
-
-
33847172327
-
Clustering by passing messages between data points
-
Frey B J, Dueck D. Clustering by passing messages between data points. Science, 2007, 315(5814):972-976.
-
(2007)
Science
, vol.315
, Issue.5814
, pp. 972-976
-
-
Frey, B.J.1
Dueck, D.2
-
18
-
-
33847138173
-
Where are the exemplars-science
-
Mézard M. Where are the exemplars-science, 2007, 315(5814):949-951.
-
(2007)
, vol.315
, Issue.5814
, pp. 949-951
-
-
Mézard, M.1
|