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:14 - 2 self

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10 Evolutionary Model Selection in Unsupervised Learning – Yongseog Kim, W. Nick Street, Filippo Menczer - 2002
69 Feature selection for unsupervised learning – Jennifer G. Dy, Carla E. Brodley, Stefan Wrobel - 2004
35 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
7 Learning Bayesian networks for clustering by means of constructive induction – J.M. Pena, J. M. Pe~na, P. Larrañaga, J. A. Lozano - 1999
177 Survey of clustering data mining techniques – Pavel Berkhin - 2002
21 Model-Based Hierarchical Clustering – Shivakumar Vaithyanathan, Byron Dom - 2000
13 Incremental hierarchical clustering of text documents – Nachiketa Sahoo, George Duncan - 2006
28 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
231 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
Mining Text Data – Charu C. Aggarwal, Chengxiang Zhai (eds.)
73 Centroid-Based Document Classification: Analysis Experimental Results – Eui-Hong Sam Han, George Karypis - 2000
58 Concept indexing: A fast dimensionality reduction algorithm with applications to document retrieval and categorization – George Karypis, Eui-Hong (Sam) Han - 2000
4 Mixed-Initiative Clustering – Yifen Huang, Jaime G. Carbonell, William W. Cohen, Adam Cheyer Siri - 2010
40 Mathematical Programming for Data Mining: Formulations and Challenges – P. S. Bradley, Usama M. Fayyad, O. L. Mangasarian - 1998
184 Refining Initial Points for K-Means Clustering – P. S. Bradley, Usama M. Fayyad - 1998
1 Global Optimization of RBF Networks – Shimon Cohen, Nathan Intrator - 2000