
LSSVMlab
 Referenced in 26 articles
[sw07367]
 matlab/c toolbox for least squares support vector machines. Support Vector Machines is a powerful methodology ... optimization problems, typically quadratic programs. Least Squares Support Vector Machines (LSSVM) are reformulations...

ScaLAPACK
 Referenced in 417 articles
[sw00830]
 computers and networks of workstations supporting parallel virtual machine (PVM) and/or message passing interface ... designed and produced analogous software for workstations, vector supercomputers, and shared memory parallel computers. Both ... solving systems of linear equations, least squares problems, and eigenvalue problems. The goals of both...

Statistics Toolbox
 Referenced in 18 articles
[sw10157]
 least squares regression. The toolbox provides supervised and unsupervised machine learning algorithms, including support vector...

StatLSSVM
 Referenced in 2 articles
[sw24463]
 statistical library for least squares support vector machines (StatLSSVM). The StatLSSVM toolbox is written...

SoftDoubleMaxMinOver
 Referenced in 2 articles
[sw20861]
 SoftDoubleMaxMinOver: PerceptronLike Training of Support Vector Machines. The wellknown MinOver algorithm ... patterns does not consist of support vectors only. DoubleMaxMinOver, as an extension of DoubleMinOver, overcomes ... this drawback by selectively forgetting all nonsupport vectors after a finite number of training steps ... used for training least squares support vector machines (SVMs). On benchmarks, the SoftDoubleMaxMinOver algorithm achieves...

CobWeb
 Referenced in 1 article
[sw26487]
 executable binaries which use image processing and machine learning libraries of MATLAB. The userfriendly ... means, Fuzzy Cmeans, least square support vector machine, and ensemble classification (bragging and boosting...

PERMON
 Referenced in 5 articles
[sw16719]
 disciplines like leastsquares regression, data fitting, data mining, support vector machines, control systems...

Manifold Regularization
 Referenced in 1 article
[sw24840]
 standard methods including support vector machines and regularized least squares can be obtained as special...

NESVM
 Referenced in 6 articles
[sw08753]
 Gradient Method for Support Vector Machines. Support vector machines (SVMs) are invaluable tools for many ... classical SVM, linear programming SVM and least square SVM. Compared against SVMPerf (whose convergence...

KLERC
 Referenced in 1 article
[sw37381]
 generalization to the ordinary least square regression, expectile regression, which can predict conditional expectiles ... square loss function on the training data. In literature, the idea of support vector machine...

LibCVM
 Referenced in 1 article
[sw18879]
 Machine (BVM), which are fast Support Vector Machine (SVM) training algorithms using coreset approximation ... supports standard and several other nonlinear kernel functions supports dense and sparse vector representations supports ... label renaming supports BVM/CVM/CVMLS for largescale classification supports Core Vector Data Description (CVDD ... novelty detection supports Core Vector Regression (CVR) for largescale sparse leastsquares regression Pending...

ANSYS
 Referenced in 704 articles
[sw00044]
 ANSYS offers a comprehensive software suite that spans...

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

BARON
 Referenced in 354 articles
[sw00066]
 BARON is a computational system for solving nonconvex...

CGAL
 Referenced in 394 articles
[sw00118]
 The goal of the CGAL Open Source Project...

DEA
 Referenced in 244 articles
[sw00194]
 Data Envelopment Analysis (DEA) is becoming an increasingly...

Gerris
 Referenced in 344 articles
[sw00341]
 Gerris is a Free Software program for the...

HSL
 Referenced in 279 articles
[sw00418]
 HSL (formerly the Harwell Subroutine Library) is a...

Isabelle
 Referenced in 710 articles
[sw00454]
 Isabelle is a generic proof assistant. It allows...

KNITRO
 Referenced in 196 articles
[sw00490]
 KNITRO is a solver for nonlinear optimization. It...