
LIBSVM
 Referenced in 1204 articles
[sw04879]
 Issues such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter...

SVM
 Referenced in 31 articles
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 Classification with Nearest Point Algorithm; Multiclass SVM : one against all, one against...

GenSVM
 Referenced in 4 articles
[sw14320]
 binary support vector machine (SVM) to multiclass problems are either heuristics or require solving ... dual optimization problem. Here, a generalized multiclass SVM called GenSVM is proposed, which ... method is compared to seven other multiclass SVM approaches on a large number of datasets...

SimpleMKL
 Referenced in 69 articles
[sw12290]
 learning the combination, we solve a standard SVM optimization problem, where the kernel is defined ... like regression, clustering (oneclass classification) or multiclass classification. Experimental results show that the proposed...

GPCRpred
 Referenced in 7 articles
[sw22471]
 this study, a support vector machine (SVM)based method, GPCRpred, has been developed for predicting ... recognition and classification of GPCRs based on multiclass SVMs has been...

LibCVM
 Referenced in 1 article
[sw18879]
 which are fast Support Vector Machine (SVM) training algorithms using coreset approximation on very ... scale sparse leastsquares regression Pending features: multiclass CVM/BVM probabilistic output estimation...

ATLAS
 Referenced in 199 articles
[sw00056]
 This paper describes the Automatically Tuned Linear Algebra...

LAPACK
 Referenced in 1713 articles
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 LAPACK is written in Fortran 90 and provides...

Matlab
 Referenced in 13702 articles
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 MATLAB® is a highlevel language and interactive...

R
 Referenced in 10196 articles
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 R is a language and environment for statistical...

LBFGS
 Referenced in 852 articles
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 Algorithm 778: LBFGSB Fortran subroutines for...

SHOGUN
 Referenced in 104 articles
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 The SHOGUN machine learning toolbox. We have developed...

SeDuMi
 Referenced in 1284 articles
[sw04002]
 SeDuMi is a Matlab toolbox for solving optimization...

UCIml
 Referenced in 3444 articles
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 UC Irvine Machine Learning Repository. We currently maintain...

SVMlight
 Referenced in 268 articles
[sw04076]
 Description (homepage): SVMlight is an implementation of Vapnik...

Gurobi
 Referenced in 727 articles
[sw04105]
 GUROBI OPTIMIZER: State of the Art Mathematical Programming...

MASS (R)
 Referenced in 355 articles
[sw04479]
 R package MASS: Support Functions and Datasets for...

fda (R)
 Referenced in 1571 articles
[sw04511]
 fda: Functional Data Analysis , These functions were developed...

CVX
 Referenced in 855 articles
[sw04594]
 CVX is a modeling system for constructing and...

mpi4py
 Referenced in 65 articles
[sw04608]
 MPI for Python (mpi4py) provides bindings of the...