Kernel principal component analysis

Results: 128



#Item
51Machine learning / Computational statistics / Statistical classification / Kernel methods / Linear discriminant analysis / Nonlinear dimensionality reduction / Semidefinite embedding / Feature extraction / Principal component analysis / Statistics / Multivariate statistics / Dimension reduction

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, Short Papers DECEMBER 2008

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Source URL: www.lv-nus.org

Language: English - Date: 2009-08-08 01:49:30
52Statistical classification / Linear discriminant analysis / Signal processing / Support vector machine / Kernel methods / Principal component analysis / Kernel principal component analysis / Dimension reduction / Mlpy / Statistics / Machine learning / Multivariate statistics

A Comparative Analysis between KSVMs and KPCA plus LDA: Enhancing the Performance Exploratory Yuki Nakagami (Email: [removed]) Department of Statistics, Western Michigan University Abstract

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Source URL: www.stat.wmich.edu

Language: English - Date: 2015-03-26 17:13:43
53Multivariate statistics / Statistical dependence / Estimation theory / Expectation–maximization algorithm / Missing data / Covariance / Mutual information / Convolution / Principal component analysis / Statistics / Mathematical analysis / Covariance and correlation

Kernel Measures of Independence for non-iid Data∗ Le Song† School of Computer Science Carnegie Mellon University, Pittsburgh, USA [removed]

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2009-06-21 14:46:49
54Statistical classification / Linear algebra / Vectors / Multivariate statistics / Signal processing / Support vector machine / Vector space / Kernel principal component analysis / Positive-definite kernel / Algebra / Statistics / Mathematics

Classification on Proximity Data with LP–Machines Thore Graepel , Ralf Herbrich , Bernhard Sch¨olkopfy z , Alex Smolay z Peter Bartletty, Klaus–Robert M¨ullerz , Klaus Obermayer , Robert Williamsony y Australian Na

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2005-03-22 08:24:17
55Linear algebra / Hilbert space / Gaussian function / Non-parametric statistics / Multivariate statistics / Kernel methods / Kernel principal component analysis / Support vector machine / Kernel / Mathematics / Statistics / Algebra

© Journal of Information Hiding and Multimedia Signal Processing 2014 ISSN[removed]Ubiquitous International Volume 5, Number 1, January 2014

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Source URL: bit.kuas.edu.tw

Language: English - Date: 2014-09-05 15:18:19
56Signal processing / Non-parametric statistics / Kernel principal component analysis / Kernel density estimation / Mathematical optimization / Vector space / Gaussian function / Supervised learning / Support vector machine / Algebra / Statistics / Mathematics

ARTICLE Communicated by Vladimir Vapnik Estimating the Support of a High-Dimensional Distribution Bernhard Sch olkopf

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2001-08-21 03:24:53
57Mathematics / Nonlinear dimensionality reduction / Multidimensional scaling / Isomap / Principal component analysis / Eigenvalues and eigenvectors / Kernel principal component analysis / Matrix / Distance matrix / Statistics / Multivariate statistics / Algebra

The Annals of Applied Statistics 2008, Vol. 2, No. 3, 777–807 DOI: [removed]AOAS165 © Institute of Mathematical Statistics, 2008 HORSESHOES IN MULTIDIMENSIONAL SCALING AND LOCAL

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Source URL: 5harad.com

Language: English - Date: 2014-09-24 20:04:52
58Partial least squares regression / Kernel methods / Kernel principal component analysis / Support vector machine / Kernel / Feature selection / Principal component analysis / Mlpy / Statistics / Machine learning / Multivariate statistics

Direct Kernel Partial Least Squares (DK-PLS): Feature Selection with Sensitivity Analysis Mark J. Embrechts () *Kristin Bennett www.drugmining.com

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Source URL: clopinet.com

Language: English - Date: 2003-12-19 16:44:36
59Multivariate statistics / Linear algebra / Signal processing / Abstract algebra / Functions and mappings / Nonlinear dimensionality reduction / Kalman filter / Expectation–maximization algorithm / Kernel principal component analysis / Statistics / Mathematics / Algebra

Nonlinear Latent Variable Models for Video Sequences Ali Rahimi CSAIL Mass. Inst. Technology

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Source URL: cba.mit.edu

Language: English - Date: 2011-12-13 18:32:02
60Cluster analysis / K-means clustering / Hierarchical clustering / Spectral clustering / Linear discriminant analysis / Eigenvalues and eigenvectors / Graph partition / Segmentation / Statistics / Multivariate statistics / Kernel principal component analysis

Correlational Spectral Clustering Matthew B. Blaschko Christoph H. Lampert Max Planck Institute for Biological Cybernetics[removed]T¨ubingen, Germany {blaschko,chl}@tuebingen.mpg.de

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Source URL: www.is.tuebingen.mpg.de

Language: English - Date: 2011-01-20 08:10:46
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