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Kernel principal component analysis
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81	New URL: http://www.R-project.org/conferences/DSC[removed]Proceedings of the 3rd International Workshop on Distributed Statistical Computing (DSC[removed]March 20–22, Vienna, Austria ISSN 1609-395X Add to Reading List Source URL: www.r-project.org Language: English - Date: 2014-02-10 04:19:18 Linear algebra Functional analysis Support vector machines Kernel methods Kernel trick Sequential minimal optimization Kernel principal component analysis Kernel Supervised learning Machine learning Statistics Statistical classification
82	kernlab – An S4 Package for Kernel Methods in R Alexandros Karatzoglou Alex Smola Technische Universit¨ Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 12:14:01 Statistical classification Non-parametric statistics Support vector machine Kernel methods Relevance vector machine Kernel trick Kernel principal component analysis Kernel Projection Statistics Machine learning Mathematics
83	Robust Feature Extraction via Information Theoretic Learning Xiao-Tong Yuan [removed] Bao-Gang Hu [removed] Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2009-05-18 12:17:28 Statistical theory Dimension reduction Regression analysis Principal component analysis Nonlinear dimensionality reduction Kernel principal component analysis Recursive least squares filter Iteratively reweighted least squares Kernel trick Statistics Multivariate statistics Singular value decomposition
84	Efficient MultiClass Maximum Margin Clustering Bin Zhao [removed] Fei Wang [removed] Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-04-30 01:54:28 Cluster analysis Data mining Geostatistics Machine learning Support vector machine Kernel principal component analysis K-means clustering Principal component analysis Statistics Multivariate statistics Data analysis
85	Generalized Multiview Analysis: A Discriminative Latent Space Abhishek Sharma† Abhishek Kumar Hal Daume III David W. Jacobs Add to Reading List Source URL: www.cs.umd.edu Language: English - Date: 2012-10-08 15:23:23 Singular value decomposition Machine learning Computer vision Statistical classification Linear discriminant analysis Eigenface Feature extraction Kernel methods Principal component analysis Statistics Algebra Multivariate statistics
86	Dirichlet Component Analysis: Feature Extraction for Compositional Data Hua-Yan Wang [removed] Key Laboratory of Machine Perception (Ministry of Education), Peking University Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-04-16 23:53:32 Principal component analysis Nonlinear dimensionality reduction Kernel principal component analysis Dimension reduction Factor analysis Independent component analysis Latent Dirichlet allocation Feature extraction Compositional data Statistics Multivariate statistics Dirichlet distribution
87	Feature Selection in a Kernel Space Bin Cao Peking University, Beijing, China [removed] Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:25:11 Linear algebra Statistical classification Multivariate statistics Abstract algebra Signal processing Support vector machine Kernel methods Kernel principal component analysis Kernel Fisher discriminant analysis Statistics Algebra Mathematics
88	Geometry-aware Metric Learning Zhengdong Lu LUZ @ CS . UTEXAS . EDU Prateek Jain PJAIN @ CS . UTEXAS . EDU Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2009-05-18 12:17:11 Multivariate statistics Statistical classification Signal processing Support vector machine Nonlinear dimensionality reduction Kernel principal component analysis Isomap Large margin nearest neighbor Supervised learning Statistics Machine learning Artificial intelligence
89	A General Regression Technique for Learning Transductions Corinna Cortes Google Research 1440 Broadway, New York, NY 10018, USA Mehryar Mohri Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:14:22 Natural language processing Signal processing Learning Support vector machine Kernel principal component analysis Regression analysis Perceptron String kernel N-gram Statistics Machine learning Statistical classification
90	Microsoft PowerPoint - Martin_ApproxKPCA_Poster.ppt Add to Reading List Source URL: www.sandia.gov Language: English - Date: 2013-12-09 16:30:34 Functional analysis Multivariate statistics Singular value decomposition Data analysis Principal component analysis Kernel principal component analysis Support vector machine Orthonormality Orthonormal basis Algebra Mathematics Linear algebra

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