Generalized Model Selection For Unsupervised Learning In High Dimensions (1999)

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by Shivakumar Vaithyanathan , Byron Dom
Venue:Proceedings of Neural Information Processing Systems
Citations:16 - 2 self

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17 Evolutionary Model Selection in Unsupervised Learning – Yongseog Kim, W. Nick Street, Filippo Menczer - 2002
98 Feature selection for unsupervised learning – Jennifer G. Dy, Carla E. Brodley, Jennifer G. Dy, Carla E. Brodley - 2004
40 Scaling EM (Expectation-Maximization) Clustering to Large Databases – Paul S. Bradley, Usama M. Fayyad, Cory A. Reina, P. S. Bradley, Usama Fayyad, Cory Reina - 1999
8 Learning Bayesian networks for clustering by means of constructive induction – J. M. Peña, J. A. Lozano, P. Larrañaga - 1999
251 Survey of clustering data mining techniques – Pavel Berkhin - 2002
21 Model-Based Hierarchical Clustering – Shivakumar Vaithyanathan, Byron Dom - 2000
19 Incremental Hierarchical Clustering of Text Documents – Nachiketa Sahoo, Adviser Jamie Callan
43 Unsupervised Feature Selection Applied to Content-Based Retrieval of Lung Images – Jennifer G. Dy, Carla E. Brodley, Avi Kak, Lynn S. Broderick, Alex M. Aisen - 2003
3 On the Accuracy of Stochastic Complexity Approximations – Petri Kontkanen, Petri Myllymaki, Tomi Sil, Henry Tirri
Aspects of the Interface between STatistics and . . . – Matt Whiley - 1999
A SURVEY OF TEXT CLUSTERING ALGORITHMS – Charu C. Aggarwal, Chengxiang Zhai
305 Concept Decompositions for Large Sparse Text Data using Clustering – Inderjit S. Dhillon, Dharmendra S. Modha - 2000
1 Truecluster: robust scalable clustering with – Model Selection, Jens Oehlschlägel - 2007
The Organisation and Retrieval of Document Collections: A Machine Learning Approach – Alexei Vinokourov - 2003
3 The Variational Bayesian EM Algorithm for Incomplete Data: with Application to . . . – J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, Matthew J. Beal, Zoubin Ghahramani - 2003
4 Mining Text Data – Charu C. Aggarwal, Chengxiang Zhai (eds.)
1 A SURVEY OF TEXT CLASSIFICATION ALGORITHMS – Charu C. Aggarwal, Chengxiang Zhai
2 Scalable Clustering Algorithms – Arindam Banerjee, Joydeep Ghosh Supervisor, Adnan Aziz, Ross Baldick, Inderjit Dhillon, Gustavo De Veciana - 2005
Analysis & Experimental Results ∗ – Euihong (sam Han, George Karypis, Eui-hong (sam Han, George Karypis - 2000