Support vector machine

Results: 2011



#Item
881Support vector machines / Least squares support vector machine / Machine learning / Statistics / Statistical classification

Journal of Machine Learning Research[removed]2296 Submitted 5/10; Revised 3/11; Published 7/11 MSVMpack: A Multi-Class Support Vector Machine Package Fabien Lauer

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Source URL: www.jmlr.org

Language: English - Date: 2011-07-11 12:48:17
882Regression analysis / Learning / Logistic regression / Machine learning / Statistics / Statistical classification / Support vector machine

Journal of Machine Learning Research[removed]1874 Submitted 5/08; Published 8/08 LIBLINEAR: A Library for Large Linear Classification

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Source URL: www.jmlr.org

Language: English - Date: 2008-08-28 16:04:54
883Graphics hardware / Statistical classification / Machine learning / Support vector machine / Video cards / Solid-state drive / Cross-validation / CUDA / Kernel / Statistics / Computer hardware / GPGPU

MASCOT: Fast and Highly Scalable SVM Cross-validation using GPUs and SSDs Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao,

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Source URL: spatialanalytics.cis.unimelb.edu.au

Language: English - Date: 2015-02-02 23:40:35
884Learning / Computational neuroscience / Ensemble learning / Cybernetics / Learning to rank / Gradient boosting / Support vector machine / Neural network / Ranking function / Machine learning / Statistics / Artificial intelligence

Multi-Task Learning for Learning to Rank in Web Search Jing Bai Ke Zhou, Guirong Xue Yahoo! Labs

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Source URL: www.yichang-cs.com

Language: English - Date: 2009-11-16 16:18:36
885Statistical classification / Recommender system / Twitter / Cross-validation / Prediction / Confusion matrix / Support vector machine / Naive Bayes classifier / Wikipedia / Statistics / World Wide Web / Machine learning

On the Feasibility of Predicting News Popularity at Cold Start Ioannis Arapakis, B. Barla Cambazoglu, and Mounia Lalmas Yahoo Labs, Barcelona, Spain {arapakis,barla,mounia}-inc.com

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Source URL: labs.yahoo.com

Language: English - Date: 2014-12-01 06:28:50
886Ensemble learning / AdaBoost / Classifier / Naive Bayes classifier / Boosting / Multiclass classification / Binary classification / Support vector machine / Random forest / Machine learning / Statistics / Statistical classification

Empirical Investigation of Multi-tier Ensembles for the Detection of Cardiac Autonomic Neuropathy Using Subsets of the Ewing Features J. Abawajy1 , A.V. Kelarev1 , A. Stranieri2 , H.F. Jelinek3 1

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Source URL: ceur-ws.org

Language: English - Date: 2012-11-26 06:31:24
887Operator theory / Hilbert space / Statistical classification / Kernel / Eigenvalues and eigenvectors / Positive-definite kernel / Inner product space / Entropy / Support vector machine / Algebra / Mathematics / Linear algebra

IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 48, NO. 1, JANUARY[removed]Covering Numbers for Support Vector Machines Ying Guo, Student Member, IEEE, Peter L. Bartlett, Member, IEEE, John Shawe-Taylor, Member, IEEE, an

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

Language: English - Date: 2002-01-24 23:58:21
888Signal processing / Non-parametric statistics / Kernel principal component analysis / Kernel density estimation / Mathematical optimization / Vector space / Gaussian function / Supervised learning / Support vector machine / Algebra / Statistics / Mathematics

ARTICLE Communicated by Vladimir Vapnik Estimating the Support of a High-Dimensional Distribution Bernhard Sch olkopf

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

Language: English - Date: 2001-08-21 03:24:53
889Operator theory / Hilbert space / Linear algebra / Fourier analysis / Reproducing kernel Hilbert space / Positive-definite kernel / Kernel / Support vector machine / Multiplier / Algebra / Mathematics / Mathematical analysis

Superkernels Cheng Soon Ong, Alexander J. Smola, Robert C. Williamson Research School of Information Sciences and Engineering The Australian National University Canberra, 0200 ACT, Australia

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

Language: English - Date: 2002-07-04 23:13:03
890Econometrics / Estimation theory / Least squares / Least absolute deviations / Linear regression / Regularization / Elastic net regularization / Tikhonov regularization / Support vector machine / Statistics / Regression analysis / Mathematical optimization

Notes 4 Statistical Machine Learning Linear Methods Instructor: Justin Domke

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

Language: English - Date: 2011-11-07 14:35:34
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