
LSRN
 Referenced in 25 articles
[sw09555]
 named LSRN that is based on random normal projection. LSRN computes the minlength solution ... preconditioning phase consists of a random normal projection, which is embarrassingly parallel, and a singular ... with LAPACK’s DGELSD and a fast randomized least squares solver called Blendenpik on large...

FRK
 Referenced in 119 articles
[sw19172]
 variance). The projected field is a key building block of the Spatial Random Effects...

RanGen
 Referenced in 54 articles
[sw14333]
 this paper, we describe RanGen, a random network generator for generating activityonthenode ... different classes of project scheduling problems. The objective is to construct random networks which satisfy ... possible predictors of the hardness of different project scheduling problems. Some of them have been...

gensim
 Referenced in 14 articles
[sw04081]
 Semantic Analysis, Latent Dirichlet Allocation or Random Projections, discover semantic structure of documents, by examining...

rp.flm.test
 Referenced in 8 articles
[sw28046]
 functional linear model based on randomly projected empirical processes. We consider marked empirical processes indexed ... randomly projected functional covariate to construct goodnessoffit tests for the functional linear model ... built from continuous functionals over the projected process, resulting in computationally efficient tests that exhibit ... empirical process is obtained conditionally on a random direction, whilst the almost surely equivalence between...

Jellyfish
 Referenced in 29 articles
[sw12431]
 Jellyfish implements a projected incremental gradient method with a biased, random ordering of the increments...

RPEnsemble
 Referenced in 2 articles
[sw16698]
 Samworth, R. J. (2015) Random projection ensemble classification. http://arxiv.org/abs/1504.04595”. The random projection ensemble ... applying an arbitrary base classifier to random projections of the feature vectors into a lower ... dimensional space. The random projections are divided into nonoverlapping blocks, and within each block ... test error is selected. The random projection ensemble classifier then aggregates the results of applying...

SNAP
 Referenced in 166 articles
[sw04184]
 graphs, calculates structural properties, generates regular and random graphs, and supports attributes on nodes ... used in numerous academic and industrial projects...

Mosclust
 Referenced in 4 articles
[sw09071]
 through different data perturbations methods (resampling, random projections, noise injection), as well as statistical tests...

UNU.RAN
 Referenced in 9 articles
[sw09367]
 implemented by the ARVAG (Automatic Random VAriate Generation) project group in Vienna, and released under ... with different types of distributions are made. random variates for variance reduction techniques are used...

R3PLoc
 Referenced in 2 articles
[sw22444]
 label predictor using ridge regression and random projection for protein subcellular localization. Locating proteins within ... databases for feature extraction and applies random projection (RP) to reduce the feature dimensions...

clusterGeneration
 Referenced in 16 articles
[sw23400]
 provide functions for generating random clusters, generating random covariance/correlation matrices, calculating a separation index (data ... projection plots to visualize clusters. The package also contains a function to generate random clusters...

rerf
 Referenced in 1 article
[sw35480]
 RerF (aka Randomer Forest (RerF) or Random Projection Forests) is an algorithm developed by Tomita...

nortsTest
 Referenced in 1 article
[sw35065]
 Epps, Psaradakis and Vavra, and the random projections tests for stationary process. Some other diagnostics...

NETBOOK
 Referenced in 1 article
[sw23978]
 system, dimension reduction is performed using Random Projection. Furthermore, we present a complete evaluation...

RaProR
 Referenced in 1 article
[sw19406]
 RaProR: Random Projections for Bayesian Linear Regression. The Rpackage RaProR can be used...

TSMining
 Referenced in 1 article
[sw29030]
 univariate motif discovery (based on the random projection method), multivariate motif discovery (based on graph...

EPIQ
 Referenced in 1 article
[sw26695]
 pairs using metric embedding and random projections. Unlike previous metric embedding methods for casecontrol...

QRAP
 Referenced in 1 article
[sw10417]
 quasiparticle random phase approximation (QRPA) and projected quasiparticle random phase approximation (PQRPA) models of nuclear...

HBase
 Referenced in 6 articles
[sw10948]
 need random, realtime read/write access to your Big Data. This project’s goal...