Support vector machine

Results: 2011



#Item
861Numerical software / Numerical linear algebra / Free statistical software / Statistical classification / Ensemble learning / Relevance vector machine / Shogun / Support vector machine / Basic Linear Algebra Subprograms / Machine learning / Statistics / Computational statistics

Journal of Machine Learning Research[removed]1758 Submitted 10/08; Revised 4/09; Published 7/09 Dlib-ml: A Machine Learning Toolkit Davis E. King

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Source URL: www.jmlr.org

Language: English - Date: 2009-08-24 19:08:32
862Statistical inference / Statistical classification / Statistical models / Loss function / Parametric model / Maximum likelihood / Support vector machine / Expectation–maximization algorithm / Supervised learning / Statistics / Statistical theory / Estimation theory

Learning for Stereo Vision Using the Structured Support Vector Machine Yunpeng Li Daniel P. Huttenlocher Department of Computer Science, Cornell University Ithaca, NY 14853 {yuli,dph}@cs.cornell.edu

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Source URL: www.cs.cornell.edu

Language: English - Date: 2008-07-27 07:57:45
863Statistics / Sequence motif / Protein subcellular localization prediction / Support vector machine / Kernel / Amino acid / Protein structure / Linux kernel / PSORT / Bioinformatics / Biology / Science

An Automated Combination of Kernels for Predicting Protein Subcellular Localization Cheng Soon Ong1,2 and Alexander Zien1,3 1 2

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Source URL: www.ong-home.my

Language: English - Date: 2013-12-12 02:50:01
864Support vector machine / Neural networks / Statistical classification / Perceptron

From Margin To Sparsity Thore Graepel, Ralf Herbrich Computer Science Department Technical University of Berlin Berlin, Germany

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

Language: English - Date: 2005-03-22 07:18:31
865Statistical classification / Statistical theory / Scoring rule / Bayes estimator / Support vector machine / Loss function / Spectral theory of ordinary differential equations / Statistics / Decision theory / Probability and statistics

Journal of Machine Learning Research ? (2014) n–n + 48 Submitted 7/14; Published ? Composite Multiclass Losses Robert C. Williamson Australian National University & NICTA B OB .W ILLIAMSON @ ANU . EDU . AU

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

Language: English - Date: 2014-07-27 18:31:45
866Statistical theory / Biostatistics / Psychometrics / Cross-validation / Receiver operating characteristic / Accuracy and precision / Binary classification / Confusion matrix / Support vector machine / Statistics / Machine learning / Statistical classification

2010 International Conference on Pattern Recognition The balanced accuracy and its posterior distribution Kay H. Brodersen∗† , Cheng Soon Ong∗ , Klaas E. Stephan† and Joachim M. Buhmann∗ ∗ Department † Ins

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Source URL: www.ong-home.my

Language: English - Date: 2013-12-12 02:50:01
867Statistical 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
868Operations research / Information retrieval / Learning to rank / Discounted cumulative gain / Artificial intelligence / Science / Support vector machine / Ranking / Utility / Statistics / Machine learning / Decision theory

This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 1 Learni

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Source URL: www.yichang-cs.com

Language: English - Date: 2013-08-30 13:09:03
869Regression analysis / Support vector machine / Variance / Degrees of freedom / Statistics / Statistical classification / Econometrics

Shrinking the Tube: A New Support Vector Regression Algorithm Bernhard Sch¨olkopfx ? , Peter Bartlett?, Alex Smolax ? , Robert Williamson? x GMD FIRST, Rudower Chaussee 5, 12489 Berlin, Germany ? FEIT/RSISE, Australian

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

Language: English - Date: 2005-03-22 05:27:32
870Support vector machine / Linear algebra / Kernel / Positive-definite kernel / Vector space / Algebra / Mathematics / Statistical classification

Multiclass Multiple Kernel Learning Alexander Zien [removed] Cheng Soon Ong [removed]

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Source URL: www.ong-home.my

Language: English - Date: 2013-12-12 02:50:01
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