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Higher-order singular value decomposition
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21	Workshop Report1 Future Directions in Tensor-Based Computation and Modeling May 1, 2009 Evrim Acar Add to Reading List Source URL: www.cs.cornell.edu Language: English - Date: 2009-05-13 15:14:01 Tensors Rank Multilinear algebra Principal component analysis Singular value decomposition Numerical linear algebra Multilinear subspace learning Higher-order singular value decomposition Algebra Linear algebra Mathematics
22	N-Dimensional Principal Component Analysis Hongchuan YU and Jian J. ZHANG NCCA, Bournemouth University Abstract In this paper, we first briefly introduce the multidimensional Principal Component Analysis (PCA) techniques Add to Reading List Source URL: eprints.bournemouth.ac.uk Language: English - Date: 2010-07-28 12:35:21 Singular value decomposition Multivariate statistics Matrix theory Functional analysis Principal component analysis Two-dimensional singular value decomposition Higher-order singular value decomposition Eigenvalues and eigenvectors Singular value Algebra Linear algebra Mathematics
23	nce upon a time, digital information was scarce. No more. According to IBM we create 2.5 quintillion bytes of data each day. Ninety percent of the digital data in the world right now was created in the past two years. Add to Reading List Source URL: www.sandia.gov Language: English - Date: 2013-10-07 18:46:16 Diffusion MRI Symmetric tensor Statistics Array data type Multilinear algebra Multilinear subspace learning Higher-order singular value decomposition Tensors Mathematics Physics
24	CubeSVD: A Novel Approach to Personalized Web Search∗ Jian-Tao Sun Hua-Jun Zeng Huan Liu Add to Reading List Source URL: www2005.org Language: English - Date: 2005-03-31 05:16:55 Latent semantic indexing Singular value decomposition Higher-order singular value decomposition Tensor Google Search Latent semantic analysis Rank Personalized search Yahoo! Information science Information retrieval Algebra
25	Infinite Tucker Decomposition: Nonparametric Bayesian Models for Multiway Data Analysis Zenglin Xu, Feng Yan {XU 218, YAN 12}@ PURDUE . EDU Department of Computer Science, Purdue University, West Lafayette, IN[removed]USA Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:16 Singular value decomposition Matrix theory Bayesian statistics Estimation theory Principal component analysis Normal distribution Eigenvalues and eigenvectors Tensor product Higher-order singular value decomposition Algebra Linear algebra Mathematics
26	Multi-Linear Mappings, SVD, HOSVD, and the Numerical Solution of Ill-Conditioned Tensor Least Squares Problems Lars Eld´en Department of Mathematics, Link¨ oping University Add to Reading List Source URL: www.models.kvl.dk Language: English - Date: 2010-06-28 07:27:42 Abstract algebra Tensors Multilinear algebra Tensor Singular value decomposition Higher-order singular value decomposition Linear map Matrix Vector space Algebra Mathematics Linear algebra
27	Equivariant and scale-free Tucker decomposition models Peter David Hoff1 Working Paper no. 142 Center for Statistics and the Social Sciences University of Washington Seattle, WA[removed] Add to Reading List Source URL: www.csss.washington.edu Language: English - Date: 2013-12-31 13:11:39 Data analysis Matrix theory Numerical linear algebra Normal distribution Singular value decomposition Multivariate normal distribution Higher-order singular value decomposition Matrix Orthogonal matrix Statistics Algebra Linear algebra
28	Unsupervised Multiway Data Analysis: A Literature Survey Evrim Acar Add to Reading List Source URL: www.cs.rpi.edu Language: English - Date: 2007-03-08 13:24:34 Multivariate statistics Multilinear algebra Matrix theory Tensors CP decomposition Tucker decomposition Higher-order singular value decomposition Chemometrics Matricization Algebra Statistics Linear algebra
29	c 2000 Society for Industrial and Applied Mathematics SIAM J. MATRIX ANAL. APPL. Add to Reading List Source URL: perso-etis.ensea.fr Language: English - Date: 2005-06-14 09:20:22 Tensors Matrices Multilinear algebra Singular value decomposition Higher-order singular value decomposition Tensor Rank Outer product Matrix Algebra Linear algebra Mathematics
30	PDF Document Add to Reading List Source URL: www.dsp.utoronto.ca Language: English - Date: 2011-03-11 23:17:53 Multilinear algebra Tensors Dimension reduction Machine learning Multilinear principal-component analysis Multilinear subspace learning Higher-order singular value decomposition Principal component analysis Singular value decomposition Algebra Linear algebra Mathematics

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