论文信息 - SOM Bound to Realize Euclidean and Relational Outputs

SOM Bound to Realize Euclidean and Relational Outputs

Description The stochastic (also called on-line) version of the Self-Organising Map (SOM) algorithm is provided. Different versions of the algorithm are implemented, for numeric and relational data and for contingency tables. The package also contains many plotting features (to help the user interpret the results) and a graphical user interface based on shiny (which is also available on-line at

Madalina Olteanu | Nathalie Villa-Vialaneix | Julien Boelaert | Laura Bendhaiba

[1] M. V. Velzen,et al. Self-organizing maps , 2007 .

[2] Marti J. Anderson,et al. A new method for non-parametric multivariate analysis of variance in ecology , 2001 .

[3] Madalina Olteanu,et al. Using SOMbrero for clustering and visualizing graphs , 2015 .

[4] Marie Cottrell,et al. Analysing a Contingency Table with Kohonen Maps: A Factorial Correspondence Analysis , 1993, IWANN.

[5] Madalina Olteanu,et al. On-line relational and multiple relational SOM , 2015, Neurocomputing.