Kernel principal component analysis

Results: 128



#Item
61Cluster analysis / Data analysis / Estimation theory / Expectation–maximization algorithm / Dirichlet process / Variational Bayesian methods / Mixture model / Principal component analysis / Kernel principal component analysis / Statistics / Multivariate statistics / Machine learning

Incremental Learning of Nonparametric Bayesian Mixture Models Ryan Gomes∗ Max Welling† ∗

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Source URL: www.ics.uci.edu

Language: English - Date: 2008-04-09 01:39:03
62Principal component analysis / Kernel principal component analysis / Generalized Hebbian Algorithm / Dimension reduction / Nonlinear dimensionality reduction / Eigenvalues and eigenvectors / Linear discriminant analysis / Self-organizing map / Feature extraction / Statistics / Algebra / Multivariate statistics

PCA-Paper-ISRN-Artificial-Intelligence.DVI

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Source URL: downloads.hindawi.com

Language: English - Date: 2014-08-14 09:16:04
63Multivariate statistics / Singular value decomposition / Functional analysis / Matrix theory / Principal component analysis / Kernel principal component analysis / Projection / Eigenvalues and eigenvectors / Normal distribution / Algebra / Mathematics / Linear algebra

Fast and Robust Appearance-based Tracking Stephan Liwicki, Stefanos Zafeiriou, Georgios Tzimiropoulos and Maja Pantic Abstract— We introduce a fast and robust subspace-based approach to appearance-based object tracking

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Source URL: ibug.doc.ic.ac.uk

Language: English - Date: 2011-03-31 07:36:00
64Ordination / Kernel methods / Kernel principal component analysis / Multivariate analysis / Isomap / Nonlinear dimensionality reduction / Statistics / Multivariate statistics / Multidimensional scaling

Statistical Uses for Distances between Permutations Anonymous Author(s) Affiliation Address email

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Source URL: www.select.cs.cmu.edu

Language: English - Date: 2009-11-10 02:20:14
65Multivariate statistics / 3D computer graphics / 3D imaging / Signal processing / Voxel / String kernel / Kernel principal component analysis / Kernel trick / Kernel / Statistics / Mathematics / Statistical classification

In Proc. of CIKM 2006, Arlington, VA, USA 3DString: A Feature String Kernel for 3D Object Classification on Voxelized Data Johannes Aßfalg, Karsten M. Borgwardt, Hans-Peter Kriegel Institute for Computer Science

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Source URL: www.dbs.ifi.lmu.de

Language: English - Date: 2007-03-12 04:44:49
66Functional analysis / Functions and mappings / Operator theory / Linear algebra / Kernel principal component analysis / Positive-definite kernel / Limit / Distribution / Entailment / Mathematical analysis / Mathematics / Logic

1624 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOL. 23, NO. 10, OCTOBER 2012 Efficient Online Subspace Learning With an Indefinite Kernel for Visual

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Source URL: ibug.doc.ic.ac.uk

Language: English - Date: 2012-09-14 12:52:29
67Statistical classification / Geomorphology / Support vector machines / Regression analysis / Least squares support vector machine / LIDAR / Digital elevation model / Topography / Kernel principal component analysis / Statistics / Machine learning / Cartography

International Journal of Remote Sensing Vol. 30, No. 21, 10 November 2009, 5669–5683 Adaptive mapped least squares SVM-based smooth fitting method for DSM generation of LIDAR data

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Source URL: www.lsgi.polyu.edu.hk

Language: English - Date: 2012-10-13 23:31:10
68Multivariate statistics / Singular value decomposition / Linear algebra / Matrix theory / Data analysis / Principal component analysis / Kernel principal component analysis / Dimension reduction / Eigenvalues and eigenvectors / Algebra / Statistics / Mathematics

Int J Comput Vis DOI[removed]s11263[removed]z Euler Principal Component Analysis Stephan Liwicki · Georgios Tzimiropoulos · Stefanos Zafeiriou · Maja Pantic

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Source URL: ibug.doc.ic.ac.uk

Language: English - Date: 2012-09-14 12:52:07
69Multivariate statistics / Singular value decomposition / Matrix theory / Numerical linear algebra / Principal component analysis / Kernel principal component analysis / Eigenvalues and eigenvectors / Linear filter / Gabor filter / Algebra / Mathematics / Linear algebra

Subspace Analysis Of Arbitrarily Many Linear Filter Responses with an application to Face Tracking Stefanos Zafeiriou† Georgios Tzimiropoulos† † Dept. of Computing,

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Source URL: ibug.doc.ic.ac.uk

Language: English - Date: 2011-05-31 12:57:54
70Multivariate statistics / Functional analysis / Machine learning / Linear operators / Principal component analysis / .mobi / Dimension reduction / Projection / Vector space / Algebra / Mathematics / Linear algebra

Geodesic Flow Kernel for Unsupervised Domain Adaptation Boqing Gong, Yuan Shi, Fei Sha Dept. of Computer Science U. of Southern California Kristen Grauman

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Source URL: www-bcf.usc.edu

Language: English - Date: 2012-04-20 00:44:49
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