
iLaplace
 Referenced in 3 articles
[sw18576]
 However, in highdimensional or small sample size problems, the shape of the integrand function...

RSVM
 Referenced in 53 articles
[sw15261]
 thrown away after solving the optimization problem. This is achieved by making ... that greatly reduces the size of the quadratic program to be solved and simplifies ... nonlinear separating surface that depends on a small randomly selected portion of the dataset ... than a conventional SVM using a small random sample of the data. Computational times...

MDR
 Referenced in 9 articles
[sw22494]
 computational challenge. To address this problem, we have developed a multifactor dimensionality reduction (MDR) method ... interactions to be detected in relatively small sample sizes. In this paper, we describe...

FRegSigComp
 Referenced in 2 articles
[sw22557]
 larger than the sample size. The high dimensionality of this problem poses theoretical and practical ... coefficient functions of the predictive curves have small norms. To take advantage of this sparsity ... incorporated into a generalized functional eigenvalue problem to obtain estimates of the model. We establish ... estimation errors as both the sample size and the number of predictive curves...

VEGAS+
 Referenced in 2 articles
[sw36233]
 hybrid, we show how to use integrand samples, generated using MCMC or other methods ... will often outperform MCMC for small and moderate sized problems...

TRIOPT
 Referenced in 6 articles
[sw02486]
 problems. The method starts by forming a Delaunay triangulation of a given set of samples ... partition narrows down to a small size, its vertices are eliminated from the available sample...

MCLLH
 Referenced in 1 article
[sw34702]
 estimation are the main categories of statistical problems in science. Bayesian and frequentist methods that ... large and small sample size limits. Our formulation performs better than semianalytic methods, prevents...

ritest
 Referenced in 1 article
[sw37427]
 problems often faced by applied researchers, including issues arising in the context of small samples ... clustered and stratified assignments, with varying cluster sizes, pairwise randomization, and the computation of nonapprox...

FReET
 Referenced in 1 article
[sw22080]
 smallsample techniques which have been developed for the analysis of computationally intensive problems ... shows the possibility of “randomizing” computationally intensive problems in the manner of the Monte Carlo ... simulations at an acceptable level, Latin Hypercube Sampling is utilized. The technique is used ... hierarchical sampling approach has been developed for the extension of the sample size in Latin...

ManiSolve
 Referenced in 1 article
[sw34623]
 form with small diagonal blocks and with small border width; this can be performed fully ... sequence of challenging problems. Beyond a certain problem size, the computational effort of multistart ... linearly with the problem size. It depends on the problem size and on the hyperparameter ... general case, increasing the socalled sample size hyperparameter improves the robustness of the proposed...

ANSYS
 Referenced in 677 articles
[sw00044]
 ANSYS offers a comprehensive software suite that spans...

ATLAS
 Referenced in 197 articles
[sw00056]
 This paper describes the Automatically Tuned Linear Algebra...

CGAL
 Referenced in 374 articles
[sw00118]
 The goal of the CGAL Open Source Project...

HSL
 Referenced in 275 articles
[sw00418]
 HSL (formerly the Harwell Subroutine Library) is a...

LAPACK
 Referenced in 1659 articles
[sw00503]
 LAPACK is written in Fortran 90 and provides...

Magma
 Referenced in 3091 articles
[sw00540]
 Computer algebra system (CAS). Magma is a large...

Maple
 Referenced in 5253 articles
[sw00545]
 The result of over 30 years of cutting...

Mathematica
 Referenced in 6166 articles
[sw00554]
 Almost any workflow involves computing results, and that...

Matlab
 Referenced in 12821 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

NAG
 Referenced in 420 articles
[sw00610]
 Produced by experts for use in a variety...