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Spectral clustering
Results: 233

#	Item
91	Resolving Homonymy with Correlation Clustering in Scholarly Digital Libraries Jeongin Ju Hosung Park Add to Reading List Source URL: an.kaist.ac.kr Language: English - Date: 2013-04-08 00:47:08 Multivariate statistics Singular value decomposition Data analysis Cluster analysis DBSCAN Principal component analysis Spectral clustering K-means clustering Eigenvalues and eigenvectors Statistics Algebra Mathematics
92	J Glob Optim DOIs10898An efficient algorithm for maximal margin clustering Jiming Peng · Lopamudra Mukherjee · Vikas Singh · Dale Schuurmans · Linli Xu Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2011-06-23 17:15:37 Data analysis Cluster analysis Data mining Support vector machine Spectral clustering K-means clustering Graph partition Unsupervised learning Principal component analysis Statistics Machine learning Multivariate statistics
93	Fast Normalized Cut with Linear Constraints Linli Xu Wenye Li Dale Schuurmans Department of Computing Science University of Alberta Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2009-04-06 23:13:13 Matrix theory Mathematical optimization NP-complete problems Operations research Eigenvalues and eigenvectors Spectral clustering Graph partition Eigendecomposition of a matrix Segmentation Algebra Mathematics Linear algebra
94	Machine Learning Photo: CMU Machine Learning Department protests G20 Computer Vision Add to Reading List Source URL: cs.brown.edu Language: English - Date: 2013-10-09 13:54:38 K-means clustering Computer cluster Spectral clustering Cluster analysis Fuzzy clustering Statistics Computing Computational statistics
95	Quiz 1 on Wednesday • ~20 multiple choice or short answer questions • In class, full period • Only covers material from lecture, with a bias towards topics not covered by projects • Study strategy: Review the sli Add to Reading List Source URL: cs.brown.edu Language: English - Date: 2013-10-12 17:09:06 Machine learning Spectral clustering Multivariate statistics Image processing Statistics Computational statistics K-means clustering
96	Spectral Ranking Sebastiano Vigna November 8, 2013 Abstract This note tries to attempt a sketch of the history of spectral ranking—a Add to Reading List Source URL: vigna.di.unimi.it Language: English - Date: 2013-11-08 06:36:29 Matrix theory Abstract algebra Algebraic graph theory Numerical linear algebra Eigenvalues and eigenvectors Power iteration Matrix Spectral radius Spectral clustering Algebra Mathematics Linear algebra
97	Improving Social Recommendations by applying a Personalized Item Clustering policy Georgios Alexandridis Georgios Siolas Add to Reading List Source URL: ceur-ws.org Language: English - Date: 2013-10-21 14:24:22 Machine learning Data mining Geostatistics Collaborative filtering Recommender system Hierarchical clustering Correlation clustering Spectral clustering K-means clustering Statistics Cluster analysis Multivariate statistics
98	A Course in Machine Learning Hal Daumé III 13 \| U NSUPERVISED L EARNING Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:33 Data analysis Singular value decomposition Dimension reduction Principal component analysis K-means clustering Spectral clustering Nonlinear dimensionality reduction Cluster analysis Supervised learning Statistics Multivariate statistics Machine learning
99	Fundamental Limitations of Spectral Clustering Boaz Nadler∗, Meirav Galun Department of Applied Mathematics and Computer Science Weizmann Institute of Science, Rehovot, Israelboaz.nadler,meirav.galun@weizmann.a Add to Reading List Source URL: www.wisdom.weizmann.ac.il Language: English - Date: 2006-12-10 07:58:37 Singular value decomposition Cluster analysis Spectral clustering Information bottleneck method Eigenvalues and eigenvectors Principal component analysis Segmentation K-means clustering Graph partition Statistics Multivariate statistics Data analysis
100	Diffusion Maps, Spectral Clustering and Eigenfunctions of Fokker-Planck Operators Boaz Nadler∗ St´ephane Lafon Ronald R. Coifman Department of Mathematics, Yale University, New Haven, CT 06520. {boaz.nadler,stephane.l Add to Reading List Source URL: www.wisdom.weizmann.ac.il Language: English - Date: 2006-05-04 10:36:46 Multivariate statistics Singular value decomposition Matrix theory Linear algebra Markov processes Eigenvalues and eigenvectors Principal component analysis Heat equation Information bottleneck method Algebra Mathematics Statistics

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