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Spectral clustering
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#	Item
71	Distributed Spectral Dimensionality Reduction for Visualizing Textual Data Sanjay Krishnan Electrical Engineering and Computer Sciences University of California-Berkeley Add to Reading List Source URL: www.ieor.berkeley.edu Language: English - Date: 2013-04-30 13:16:34 Multivariate statistics Information retrieval Machine learning Singular value decomposition Data analysis Nonlinear dimensionality reduction Spectral clustering Dimension reduction Principal component analysis Statistics Mathematics Information science
72	Rates of convergence for the cluster tree Kamalika Chaudhuri UC San Diego Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2011-02-15 13:12:24 Measure theory Cluster analysis Data mining Geostatistics Support Single-linkage clustering Spectral theory of ordinary differential equations Statistics Mathematical analysis Spectral theory
73	DATA CLUSTERING Algorithms and Applications Edited by Add to Reading List Source URL: www.charuaggarwal.net Language: English - Date: 2013-07-16 00:02:14 Document clustering Clustering high-dimensional data Non-negative matrix factorization Spectral clustering Correlation clustering K-means clustering K-medians clustering Hierarchical clustering BIRCH Statistics Cluster analysis Consensus clustering
74	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: www.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
75	Spectral Clustering with Inconsistent Advice Tom Coleman James Saunderson Anthony Wirth The University of Melbourne, Victoria 3010 Australia Add to Reading List Source URL: www.mit.edu Language: English - Date: 2012-07-29 14:44:27 Cluster analysis Multivariate statistics Linear algebra Matrix theory Data mining Spectral clustering Semidefinite programming K-means clustering Correlation clustering Statistics Mathematics Algebra
76	2014 IEEE Conference on Computer Vision and Pattern Recognition Constructing Robust Afﬁnity Graphs for Spectral Clustering Xiatian Zhu1 , Chen Change Loy2 , Shaogang Gong1 1 Queen Mary University of London, London E1 Add to Reading List Source URL: personal.ie.cuhk.edu.hk Language: English - Date: 2014-07-02 23:16:31 Data mining Decision trees K-nearest neighbor algorithm Cluster analysis Random forest K-means clustering Segmentation Distance matrix Decision tree learning Statistics Machine learning Computational statistics
77	A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language Karl Stratos† Do-kyum Kim‡ Michael Collins† Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2014-06-19 15:16:39 Multivariate statistics Machine learning Linear algebra Matrix theory Cluster analysis Data mining Single-linkage clustering Hierarchical clustering K-means clustering Statistics Mathematics Algebra
78	Convex Modeling with Priors by Benjamin Recht B.S., University of ChicagoM.S., Massachusetts Institute of Technology (2002) Add to Reading List Source URL: www.cba.mit.edu Language: English - Date: 2011-12-13 18:32:07 Mathematical optimization Regression analysis Image processing Nonlinear dimensionality reduction Supervised learning Neil Gershenfeld Segmentation Cluster analysis Spectral clustering Statistics Machine learning Multivariate statistics
79	Journal of Machine Learning Research vol–23 Submitted 24 May 2012; Published 2012 Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2012-06-05 15:17:28 Algebraic graph theory NP-complete problems Graph partition Laplacian matrix Degree Random graph Laplace operator Adjacency matrix Tutte polynomial Mathematics Graph theory Mathematical analysis
80	Consensus Clustering with Robust Evidence Accumulation Andr´e Louren¸co12 , Samuel Rota Bul`o3 , Ana Fred2 , and Marcello Pelillo3 1 Add to Reading List Source URL: www.dsi.unive.it Language: English - Date: 2013-11-05 05:14:47 Cluster analysis Consensus clustering Machine learning Non-negative matrix factorization Partition of a set Spectral clustering K-means clustering Distribution CURE data clustering algorithm Statistics Mathematics Multivariate statistics

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