Least squares support vector machine

Results: 94



#Item
61Support vector machines / Machine learning / Information retrieval / Harmonic mean / Average / Least squares support vector machine / Entropy / Active learning / Information theory / Statistics / Means / Statistical classification

LSIS TREC VIDEO 2008 High Level Feature Shot Segmentation using Compact Profil Entropy and Affinity Propagation Clustering Herve GLOTIN and Zhongqiu ZHAO Laboratoire des sciences de l’information et des systemes UMR CN

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Source URL: www-nlpir.nist.gov

Language: English - Date: 2008-12-03 08:54:00
62Mathematical optimization / Regression analysis / Matrix theory / Statistical classification / Weight / Non-negative matrix factorization / Least squares / Degrees of freedom / Support vector machine / Algebra / Mathematics / Linear algebra

Multiplicative Updates for L1 –Regularized Linear and Logistic Regression Fei Sha1 , Y. Albert Park2 , and Lawrence K. Saul2 1 Computer Science Division, University of California

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Source URL: www-bcf.usc.edu

Language: English - Date: 2011-08-01 12:49:02
63Regression analysis / Mathematics / Statistical classification / Covariance and correlation / Information bottleneck method / Least squares support vector machine / Statistics / Distance / Length

Proximity measures in the proxy package for R David Meyer February 6, 2010 1

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Source URL: cran.r-project.org

Language: English - Date: 2015-02-19 19:01:55
64Support vector machine / Least squares support vector machine / Supervised learning / Gaussian function / Statistics / Machine learning / Statistical classification

GURLS: a Least Squares Library for Supervised Learning Andrea Tacchetti§ , Pavan K. Mallapragada , Matteo Santoro§ , Lorenzo Rosasco§ arXiv:1303.0934v1 [cs.LG] 5 Mar 2013

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Source URL: cbcl.mit.edu

Language: English - Date: 2013-04-17 17:16:49
65Support vector machine / Least squares support vector machine / Supervised learning / Gaussian function / Statistics / Machine learning / Statistical classification

GURLS: a Least Squares Library for Supervised Learning Andrea Tacchetti§ , Pavan K. Mallapragada , Matteo Santoro§ , Lorenzo Rosasco§ arXiv:1303.0934v1 [cs.LG] 5 Mar 2013

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Source URL: cbcl.mit.edu

Language: English - Date: 2013-04-17 17:16:49
66Statistical classification / Linear algebra / Learning / Support vector machine / Supervised learning / Matrix / Trace / Linear classifier / Least squares support vector machine / Statistics / Machine learning / Mathematics

Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]CBCL-299 June 3, 2011

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Source URL: cbcl.mit.edu

Language: English - Date: 2011-06-30 17:49:06
67Statistical classification / Linear algebra / Learning / Support vector machine / Supervised learning / Matrix / Trace / Linear classifier / Least squares support vector machine / Statistics / Machine learning / Mathematics

Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]CBCL-299 June 3, 2011

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Source URL: cbcl.mit.edu

Language: English - Date: 2011-06-30 17:49:06
68Ensemble learning / Support vector machine / Multivariate statistics / Supervised learning / Dimension reduction / Kernel / LPBoost / AdaBoost / Least squares support vector machine / Statistics / Machine learning / Statistical classification

More Generality in Efficient Multiple Kernel Learning Manik Varma [removed] Microsoft Research India, Second Main Road, Sadashiv Nagar, Bangalore[removed], India Bodla Rakesh Babu

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Source URL: www.machinelearning.org

Language: English - Date: 2009-05-18 12:16:26
69Statistical classification / Support vector machine / K-nearest neighbor algorithm / VC dimension / Feature selection / Structural risk minimization / Training set / Least squares support vector machine / Supervised learning / Statistics / Machine learning / Artificial intelligence

Minimum Reference Set Based Feature Selection for Small Sample Classifications Xue-wen Chen [removed] Jong Cheol Jeong

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:26:27
70Statistical classification / Functional analysis / Vectors / Group theory / Linear algebra / Vector space / Least squares support vector machine / Support vector machine / Distribution / Algebra / Mathematics / Statistics

Adapting Two-Class Support Vector Classification Methods to Many Class Problems Simon I. Hill Department of Engineering, University of Cambridge, UK

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:15:46
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