kohonen

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.

Keywords for this software

Anything in here will be replaced on browsers that support the canvas element

References in zbMATH (referenced in 17 articles , 1 standard article )

Showing results 1 to 17 of 17.
Sorted by year (citations)

  1. Alvaro J. Garcia-Tejedor, Alberto Nogales: GEMA: An open-source Python library for self-organizing-maps (2022) arXiv
  2. Michael C. Thrun, Quirin Stier: Fundamental clustering algorithms suite (2021) not zbMATH
  3. Roy, Dooti; Deshpande, Ved; Linder, M. Henry: A cluster-based taxonomy of bus crashes in the united states (2021)
  4. Thrun, Michael C.; Ultsch, Alfred: Using projection-based clustering to find distance- and density-based clusters in high-dimensional data (2021)
  5. Gauchon, Romain; Loisel, Stéphane; Rullière, Jean-Louis: Health policyholder clustering using medical consumption. A useful tool for targeting prevention plans (2020)
  6. Rivas-Tabares, David; de Miguel, Ángel; Willaarts, Bárbara; Tarquis, Ana M.: Self-organizing map of soil properties in the context of hydrological modeling (2020)
  7. Mihelčić, Matej; Šmuc, Tomislav: Targeted and contextual redescription set exploration (2018)
  8. Ron Wehrens; Johannes Kruisselbrink: Flexible Self-Organizing Maps in kohonen 3.0 (2018) not zbMATH
  9. Peter Wittek and Shi Gao and Ik Lim and Li Zhao: somoclu: An Efficient Parallel Library for Self-Organizing Maps (2017) not zbMATH
  10. Izquierdo, Joaquín; Campbell, Enrique; Montalvo, Idel; Pérez-García, Rafael: Injecting problem-dependent knowledge to improve evolutionary optimization search ability (2016)
  11. Astudillo, César A.; Oommen, B. John: Topology-oriented self-organizing maps: a survey (2014) ioport
  12. Wehrens, Ron: Chemometrics with R. Multivariate data analysis in the natural sciences and life sciences (2011)
  13. Guy Brock; Vasyl Pihur; Susmita Datta; Somnath Datta: clValid: An R Package for Cluster Validation (2008) not zbMATH
  14. Ron Wehrens; Lutgarde Buydens: Self- and Super-organizing Maps in R: The kohonen Package (2007) not zbMATH
  15. Kohonen, Teuvo: The self-organizing map (1998)
  16. Kohonen, Teuvo: Self-organizing maps. (1997)
  17. Kohonen, Teuvo: Self-organizing maps (1994)