kohonen swMATH ID: 11053 Software Authors: Ron Wehrens; Johannes Kruisselbrink Description: R package kohonen: Supervised and Unsupervised Self-Organising Maps. Functions to train self-organising maps (SOMs). Also interrogation of the maps and prediction using trained maps are supported. The name of the package refers to Teuvo Kohonen, the inventor of the SOM. Homepage: http://cran.r-project.org/web/packages/kohonen/index.html Source Code: https://github.com/cran/kohonen Dependencies: R Related Software: R; mclust; somoclu; som; NbClust; CRAN; wccsom; Matlab; Rcpp; cclust; SOM; PPCI; apcluster; Python; shiny; UCI-ml; Silhouettes; rapidminer; PyMVPA; TCLUST Cited in: 11 Documents Standard Articles 2 Publications describing the Software Year Flexible Self-Organizing Maps in kohonen 3.0 Link Ron Wehrens; Johannes Kruisselbrink 2018 Self- and Super-organizing Maps in R: The kohonen Package Link Ron Wehrens; Lutgarde Buydens 2007 all top 5 Cited by 20 Authors 3 Kohonen, Teuvo 2 Wehrens, Ron 1 Campbell, Enrique 1 de Miguel, Angel 1 Deshpande, Ved 1 Gauchon, Romain 1 Izquierdo, Joaquín 1 Linder, M. Henry 1 Loisel, Stéphane 1 Mihelčić, Matej 1 Montalvo, Idel 1 Pérez-García, Rafael 1 Rivas-Tabares, David 1 Roy, Dooti 1 Rullière, Jean-Louis 1 Šmuc, Tomislav 1 Tarquis, Ana M. 1 Thrun, Michael C. 1 Ultsch, Alfred G. H. 1 Willaarts, Bárbara all top 5 Cited in 9 Serials 2 Springer Series in Information Sciences 2 Use R! 1 Journal of Computational and Applied Mathematics 1 Journal of Classification 1 Machine Learning 1 Computational Statistics 1 Applied Mathematical Modelling 1 Neurocomputing 1 European Actuarial Journal Cited in 5 Fields 6 Statistics (62-XX) 4 Computer science (68-XX) 1 Geophysics (86-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year