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Kernel principal component analysis
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31	PDF Document Add to Reading List Source URL: tcts.fpms.ac.be Language: English - Date: 2013-05-09 04:19:29 Gabor filter Statistical classification Principal component analysis Kernel methods Pattern recognition Object recognition GiST Support vector machine Statistics Computer vision Multivariate statistics
32	Local Multidimensional Scaling for Nonlinear Dimension Reduction, Graph Drawing, and Proximity Analysis Lisha CHEN and Andreas BUJA In the past decade there has been a resurgence of interest in nonlinear dimension reduct Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2009-03-31 11:10:19 Nonlinear dimensionality reduction Multidimensional scaling Dimension reduction Principal component analysis Force-based algorithms Kernel principal component analysis Configuration Eigenvalues and eigenvectors K9 Statistics Multivariate statistics Isomap
33	1540 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 25, NO. 12, Add to Reading List Source URL: cs-wwwarchiv.cs.unibas.ch Language: English - Date: 2007-12-03 08:49:18 Mathematics Multidimensional scaling Principal component analysis Isomap Cluster analysis Nonlinear dimensionality reduction K-means clustering Kernel principal component analysis Distance matrix Statistics Algebra Multivariate statistics
34	The Analysis of Two-Way Functional Data Using Two-Way Regularized Singular Value Decompositions Jianhua Z. Huang, Haipeng Shen and Andreas Buja Abstract Two-way functional data consist of a data matrix whose row and colu Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2010-01-25 12:10:32 Numerical linear algebra Singular value decomposition Functional analysis Matrix theory Principal component analysis Kernel Projection Smoothing spline Two-dimensional singular value decomposition Algebra Linear algebra Mathematics
35	INTRA-PERSONAL KERNEL SPACE FOR FACE RECOGNITION Shaohua Kevin Zhou, Rama Chellappa∗ Baback Moghaddam Center for Automation Research Add to Reading List Source URL: www.face-rec.org Language: English - Date: 2005-03-07 07:13:58 Linear algebra Multivariate statistics Singular value decomposition Matrices Data analysis Principal component analysis Kernel principal component analysis Projection Eigenvalues and eigenvectors Algebra Statistics Mathematics
36	A Generalized Linear Model for Principal Component Analysis of Binary Data January 6, 2003 Andrew I. Schein, Lyle H. Ungar and Lawrence K. Saul. Add to Reading List Source URL: www.andrewschein.com Language: English - Date: 2011-08-13 15:18:47 Dimension reduction Feature extraction Maximum likelihood Normal distribution Kernel principal component analysis Statistics Multivariate statistics Principal component analysis
37	Journal of Machine Learning Research–1816 Submitted 4/05; Revised 10/05; PublishedProbabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2005-11-20 10:42:17 Principal component analysis Expectation–maximization algorithm Gaussian process Generative topographic map Covariance matrix Mixture model Conjugate prior Factor analysis Covariance function Statistics Multivariate statistics Kernel principal component analysis
38	Journal of Machine Learning ResearchSubmitted 11/01; PublishedKernel Independent Component Analysis Francis R. Bach Add to Reading List Source URL: www.face-rec.org Language: English - Date: 2004-09-15 05:15:28 Multivariate statistics Signal processing Covariance and correlation Data analysis Singular value decomposition Principal component analysis Independent component analysis Kernel trick Function Algebra Mathematics Statistics
39	Journal of Machine Learning Research–196 Asian Conference on Machine Learning Learning low-rank output kernels Francesco Dinuzzo Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2011-11-17 15:04:49 Kernel principal component analysis Singular value decomposition Eigenvalues and eigenvectors Kernel Matrix Positive-definite matrix Hilbert space Projection Linear map Algebra Mathematics Linear algebra
40	Center for Robotics and Embedded Systems Technical Report Localization from Pairwise Distance Relationships using Kernel PCA Odest Chadwicke Jenkins 1 Add to Reading List Source URL: cres.usc.edu Language: English - Date: 2003-05-03 13:03:59 Nonlinear dimensionality reduction Dimension reduction Isomap Kernel principal component analysis Multidimensional scaling Distance matrix Eigenvalues and eigenvectors Principal component analysis Statistics Multivariate statistics Algebra