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Cluster algebra
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#	Item
61	Learning Segmentation by Random Walks Marina Meila and Jianbo Shi Carnegie Mellon University fmmp,[removed] Abstract Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-01-20 23:30:45 Image processing Segmentation Multivariate statistics Computer vision Spectral clustering Eigenvalues and eigenvectors Random walk Cluster analysis Markov chain Statistics Mathematics Algebra
62	Foundations of Data Science 1 John Hopcroft Ravindran Kannan Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2014-08-25 17:40:07 Linear algebra Multivariate statistics Data analysis Matrix theory Singular value decomposition Vector space model Principal component analysis Cluster analysis Hidden Markov model Algebra Statistics Mathematics
63	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 61, NO. 2, FEBRUARYRandomized Dimensionality Reduction for k-Means Clustering Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2015-03-03 12:10:42 Matrix theory Multivariate statistics Data analysis Functional analysis Singular value decomposition Orthogonal matrix Rank Cluster analysis Matrix Algebra Mathematics Linear algebra
64	6.867 Machine learning, lecture 18 (Jaakkola) 1 Lecture topics: • Spectral clustering, random walks and Markov chains Add to Reading List Source URL: ocw.mit.edu Language: English - Date: 2015-03-15 16:36:56 Multivariate statistics Singular value decomposition Matrix theory Markov processes Markov models Graph partition Eigenvalues and eigenvectors Markov chain Cluster analysis Statistics Algebra Mathematics
65	Clustering with Normalized Cuts is Clustering with a Hyperplane Ali Rahimi1 and Ben Recht2 1 MIT Computer Science and Artificial Intelligence Laboratory, Add to Reading List Source URL: cba.mit.edu Language: English - Date: 2011-12-13 18:32:02 Multivariate statistics Linear algebra Data analysis Singular value decomposition Spectral clustering Cluster analysis Support vector machine Hyperplane Eigenvalues and eigenvectors Statistics Algebra Mathematics
66	CLUSTER ALGEBRAS AND CLUSTER COMBINATORICS Summer Graduate Workshop, MSRI August 1–12, 2011 ´ ski, Elements of the representation theory of asso[ASS06] I. Assem, D. Simson, and A. Skowron ciative algebras, 1: Techniqu Add to Reading List Source URL: library.msri.org Language: English - Date: 2011-08-01 19:08:37 Year of birth missing Combinatorics Representation theory Cluster algebra
67	Iterative Residual Rescaling: An Analysis and Generalization of LSI Rie Kubota Ando and Lillian Lee Department of Computer Science Cornell University Ithaca, NY[removed] Add to Reading List Source URL: www.cs.cornell.edu Language: English - Date: 2001-09-17 17:51:08 Information retrieval Natural language processing Multivariate statistics Matrix theory Latent semantic indexing Vector space model Latent semantic analysis Cluster analysis Singular value decomposition Algebra Mathematics Linear algebra
68	Learning Taxonomies by Dependence Maximization Matthew B. Blaschko Arthur Gretton Max Planck Institute for Biological Cybernetics Spemannstr. 38 Add to Reading List Source URL: www.is.tuebingen.mpg.de Language: English - Date: 2011-01-20 08:12:42 Multivariate statistics Cluster analysis Data analysis Data mining Geostatistics Machine learning Hierarchical clustering Spectral clustering Eigenvalues and eigenvectors Statistics Algebra Mathematics
69	A Very Fast Method for Clustering Big Text Datasets Frank Lin and William W. Cohen 1 Abstract. Large-scale text datasets have long eluded a family of particularly elegant and effective clustering methods that exploits th Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2010-05-21 12:59:27 Multivariate statistics Linear algebra Matrix theory Cluster analysis Data analysis Spectral clustering Information bottleneck method Eigenvalues and eigenvectors K-means clustering Algebra Statistics Mathematics
70	Finding Critical Traffic Matrices Yin Zhang Department of Computer Sciences University of Texas at Austin Austin, TX 78712, USA [removed] Add to Reading List Source URL: www.cs.utexas.edu Language: English - Date: 2005-03-31 01:17:58 Multivariate statistics Matrix Matrices Cluster analysis Non-negative matrix factorization Hadamard matrix Algebra Statistics Linear algebra

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