
LIBSVM
 Referenced in 1184 articles
[sw04879]
 LIBSVM is a library for Support Vector Machines (SVMs). We have been actively developing this...

SVMTorch
 Referenced in 67 articles
[sw12121]
 largescale regression problems. Support Vector Machines (SVMs) for regression problems are trained by solving ... Joachims [“Making largescale support vector machine learning practical”, in: B. Schölkopf, C. Burges...

Statistics Toolbox
 Referenced in 18 articles
[sw10157]
 unsupervised machine learning algorithms, including support vector machines (SVMs), boosted and bagged decision trees...

COFFIN
 Referenced in 8 articles
[sw04881]
 applications, kernel machines such as Support Vector Machines (SVMs) have been used with great success ... they suffer from the curse of supporting vectors, e.g., the speed of applying SVMs decays...

MSVMpack
 Referenced in 13 articles
[sw08063]
 machine. All four multiclass support vector machines (MSVMs) proposed...

pSLIP
 Referenced in 6 articles
[sw35549]
 algorithm called pSLIP which uses Support Vector Machines (SVMs) in conjunction with multiple physicochemical properties...

GOASVM
 Referenced in 6 articles
[sw22445]
 construct GO vectors for support vector machines (SVMs) classification. With the advantages of GO term...

NESVM
 Referenced in 6 articles
[sw08753]
 Method for Support Vector Machines. Support vector machines (SVMs) are invaluable tools for many practical...

SVMlight
 Referenced in 264 articles
[sw04076]
 implementation of Vapnik’s Support Vector Machine [Vapnik, 1995] for the problem of pattern recognition ... handle problems with many thousands of support vectors efficiently. The software also provides methods ... algorithm for training largescale transductive SVMs. The algorithm proceeds by solving a sequence...

Pegasos
 Referenced in 103 articles
[sw08752]
 solving the optimization problem cast by Support Vector Machines (SVM). We prove that the number ... analyses of stochastic gradient descent methods for SVMs require Ω(1/ϵ2) iterations...

LSSVMlab
 Referenced in 26 articles
[sw07367]
 Least Squares Support Vector Machines (LSSVM) are reformulations to the standard SVMs which lead...

FLGrCCA
 Referenced in 4 articles
[sw00296]
 popular classification algorithms, including support vector machines (SVMs) and the fuzzy lattice reasoning (FLR) classifier...

KIRMES
 Referenced in 4 articles
[sw35269]
 finding with the ones of support vector machines (SVMs) to find degenerate motifs in order...

mGene
 Referenced in 4 articles
[sw23030]
 machine learning methods, such as Support Vector Machines (SVMs). Its excellent performance was proved...

SoftDoubleMaxMinOver
 Referenced in 2 articles
[sw20861]
 used for training least squares support vector machines (SVMs). On benchmarks, the SoftDoubleMaxMinOver algorithm achieves...

Kaviar
 Referenced in 2 articles
[sw08391]
 software that uses Support Vector Machines (SVMs) to approximate viability kernels, capture basins and resilience...

ThunderSVM
 Referenced in 2 articles
[sw26685]
 library on GPUs and CPUs. Support Vector Machines (SVMs) are classic supervised learning models ... data mining and machine learning practitioners are users of SVMs. However, SVM training and prediction ... Units (GPUs) and multicore CPUs. ThunderSVM supports all the functionalities  including classification (SVC), regression...

Libpmk
 Referenced in 2 articles
[sw10658]
 matches, and training and testing support vector machines (SVMs). This report provides a tutorial...

POIMs
 Referenced in 2 articles
[sw35360]
 classifiers are obtained by training support vector machines (SVMs) with complex sequence kernels. However...

LOCSVMPSI
 Referenced in 11 articles
[sw22457]
 introduced, which is based on the support vector machine (SVM) and the positionspecific scoring ... than the previous method based on several SVMs using composition of both amino acids...