NMF swMATH ID: 8143 Software Authors: Renaud Gaujoux, Cathal Seoighe Description: R package NMF: Algorithms and framework for Nonnegative Matrix Factorization (NMF). This package provides a framework to perform Non-negative Matrix Factorization (NMF). It implements a set of already published algorithms and seeding methods, and provides a framework to test, develop and plug new/custom algorithms. Most of the built-in algorithms have been optimized in C++, and the main interface function provides an easy way of performing parallel computations on multicore machines. Homepage: http://cran.r-project.org/web/packages/NMF/index.html Source Code: https://github.com/cran/NMF Dependencies: R Related Software: R; word2vec; Matlab; NbClust; Silhouettes; glmnet; softImpute; ElemStatLearn; onlineCOV; changepoint.geo; ecp; brainGraph; ccid; vccp; hdcd; gSeg; bcp; mosum; cpm; strucchange Cited in: 13 Publications all top 5 Cited by 33 Authors 2 Waegeman, Willem 1 Airola, Antti 1 Barter, Rebecca L. 1 Behr, Merle 1 Brusco, Michael J. 1 De Baets, Bernard 1 Dembczyński, Krzysztof 1 Dushoff, Jonathan 1 Emily, Mathieu 1 Gansterer, Wilfried N. 1 Gauchon, Romain 1 Hitte, Christophe 1 Hobbs, Brian P. 1 Hullermeier, Eyke 1 Ibrahim, Joseph George 1 Janecek, Andreas 1 Jiang, Xingpeng 1 Krylov, Victor V. 1 Lim, David K. 1 Loisel, Stéphane 1 Ma, Junsheng 1 Mom, Alain 1 Munk, Axel 1 Pahikkala, Tapio 1 Porter, Michael D. 1 Rashid, Naim U. 1 Rullière, Jean-Louis 1 Schulze Grotthoff, Stefan 1 Steinley, Douglas L. 1 Stingo, Francesco Claudio 1 Stock, Michiel 1 Wang, Ketong 1 Weitz, Joshua S. all top 5 Cited in 12 Serials 2 Computational Statistics and Data Analysis 1 Journal of Mathematical Biology 1 Biometrics 1 Neural Computation 1 Automation and Remote Control 1 Data Mining and Knowledge Discovery 1 Computing and Informatics 1 Optimization Letters 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics 1 European Actuarial Journal 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 7 Fields 9 Statistics (62-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Numerical analysis (65-XX) 3 Computer science (68-XX) 3 Biology and other natural sciences (92-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Systems theory; control (93-XX) Citations by Year