Least squares support vector machine

Results: 94



#Item
81Support vector machine / Kernel methods / Binary classification / Supervised learning / Multiclass classification / Regularization / Multi-label classification / Regression analysis / Least squares support vector machine / Statistics / Machine learning / Statistical classification

Supervised learning for computer vision: Theory and algorithms - Part II Francis Bach1 & Jean-Yves Audibert2,1 1. 2.

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Source URL: www.di.ens.fr

Language: English - Date: 2008-10-11 19:16:28
82Regression analysis / Machine learning / Singular value decomposition / Least squares support vector machine / Support vector machine / Dimension reduction / Kernel principal component analysis / Principal component analysis / Feature selection / Statistics / Multivariate statistics / Statistical classification

SCOWLP update: 3D classification of protein-protein, -peptide, -saccharide and -nucleic acid interactions, and structure-based binding inferences across folds

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Source URL: www.ncbi.nlm.nih.gov

Language: English
83Non-parametric statistics / Support vector machine / Normal distribution / Reproducing kernel Hilbert space / Kernel / Positive-definite kernel / Fourier analysis / Least squares support vector machine / Kernel density estimation / Statistics / Hilbert space / Statistical classification

Learning from Distributions via Support Measure Machines Krikamol Muandet

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Source URL: books.nips.cc

Language: English
84Support vector machines / Artificial intelligence / Bees algorithm / Feature selection / Least squares support vector machine / Ranking SVM / Statistics / Machine learning / Statistical classification

Using the Bees Algorithm to Optimise a Support Vector Machine for Wood Defect Classification D.T. Pham, Z. Muhamad, M. Mahmuddin,

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Source URL: pdf.aminer.org

Language: English - Date: 2011-10-18 09:39:47
85Computational statistics / Neural networks / Statistical classification / Support vector machine / Artificial neural network / Types of artificial neural networks / Least squares support vector machine / Decision tree learning / Cross-validation / Statistics / Machine learning / Computational neuroscience

World Academy of Science, Engineering and Technology[removed]A Comparison of Different Soft Computing

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Source URL: www.waset.org

Language: English - Date: 2013-02-02 17:00:00
86Algebra / Operator theory / Spectral theory / Least squares support vector machine / Regression analysis / Support / Hilbert space / Spectral theory of ordinary differential equations / Statistics / Mathematical analysis / Statistical classification

Sparseness of Support Vector Machines—Some Asymptotically Sharp Bounds

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Source URL: www.isa.uni-stuttgart.de

Language: English - Date: 2003-12-24 14:36:32
87Linear algebra / Statistical classification / Machine learning / Support vector machines / Active learning / Dual space / Vector space / Duality / Least squares support vector machine / Algebra / Mathematics / Statistics

SVM Active Learning SVM Active Learning

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Source URL: www.cogsys.wiai.uni-bamberg.de

Language: English - Date: 2007-10-09 05:39:34
88Support vector machines / Least squares support vector machine / Kernel methods / Cross-validation / Quantitative structure–activity relationship / Supervised learning / Linear classifier / Kernel principal component analysis / Shogun / Statistics / Machine learning / Statistical classification

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Source URL: www.ivanciuc.org

Language: English - Date: 2008-06-16 15:13:37
89Cross-validation / Training set / Overfitting / Statistical classification / Grid search / Scale / Least squares support vector machine / Statistics / Machine learning / Support vector machine

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Source URL: www.csie.ntu.edu.tw

Language: English - Date: 2010-05-17 17:57:36
90Regression analysis / Signal processing / Functional analysis / Volterra series / Support vector machine / Kernel methods / Kernel trick / Least squares support vector machine / Kernel / Machine learning / Statistics / Statistical classification

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Source URL: www.cedric-richard.fr

Language: English - Date: 2013-04-06 12:54:11
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