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Sparse PCA
Results: 37

#	Item
31	A Robust Band Compression Technique for Hyperspectral Image Classification Qazi Sami ul Haq,Lixin Shi,Linmi Tao,Shiqiang Yang Key Laboratory of Pervasive Computing, Ministry of Education Department of Computer Science an Add to Reading List Source URL: people.csail.mit.edu Language: English - Date: 2012-05-23 01:04:47 Principal component analysis Hyperspectral imaging Dimension reduction Spectral imaging Sparse PCA Factor analysis Feature extraction Support vector machine Latent semantic indexing Statistics Multivariate statistics Linear discriminant analysis
32	Package ‘nsprcomp’ July 17, 2014 Version 0.5 Date[removed]Title Non-Negative and Sparse PCA Description This package implements two methods for performing a constrained Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-17 17:54:13 Multivariate statistics Data analysis Singular value decomposition Linear algebra Abstract algebra Principal component analysis Eigenvalues and eigenvectors Matrix Variance Algebra Statistics Mathematics
33	Sparse PCA in High Dimensions Jing Lei, Department of Statistics, Carnegie Mellon Workshop on Big Data and Differential Privacy Simons Institute, Dec, [removed]Based on joint work with V. Q. Vu, J. Cho, and K. Rohe) Add to Reading List Source URL: www.stat.cmu.edu Language: English - Date: 2014-01-10 12:18:05 Singular value decomposition Data analysis Multivariate statistics Principal component analysis Linear algebra Matrix theory Eigenvalues and eigenvectors Covariance matrix Algebra Statistics Mathematics
34	Sparse logistic principal components analysis for binary data Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2010-03-16 21:45:21 Logistic regression Sparse PCA Normal distribution Multivariate normal distribution Statistics Multivariate statistics Principal component analysis
35	Bayesian Sparse PCA Harrison H. Zhou Department of Statistics Yale University Add to Reading List Source URL: www.samsi.info Language: English - Date: 2014-02-26 14:38:41 Econometrics Decision theory Loss function Bayes estimator Statistics Statistical theory Estimation theory
36	A DIRECT FORMULATION FOR SPARSE PCA USING SEMIDEFINITE PROGRAMMING∗ ALEXANDRE D’ASPREMONT† , LAURENT EL GHAOUI‡ , MICHAEL I. JORDAN§ , AND Add to Reading List Source URL: cosmal.ucsd.edu Language: English - Date: 2008-04-21 02:16:37 Mathematical optimization Matrix theory Data analysis Matrices Semidefinite programming Singular value decomposition Principal component analysis Eigenvalues and eigenvectors Convex optimization Algebra Mathematics Linear algebra
37	PDF Document Add to Reading List Source URL: books.nips.cc Language: English - Date: 2006-04-03 11:26:03 Multivariate statistics Numerical linear algebra Singular value decomposition Data analysis Linear algebra Principal component analysis Sparse PCA Eigenvalues and eigenvectors Factor analysis Algebra Statistics Mathematics