Vialaneix N., Maigne E., Mariette J., Olteanu M., Rossi F., Bendhaiba L., Bolaert J. (2020) SOMbrero: SOM Bound to Realize Euclidean and Relational Outputs. R package version 1.3-1.

@Manual{,
  title = {SOMbrero: SOM Bound to Realize Euclidean and Relational Outputs},
  author = {Nathalie Vialaneix and Elise Maigne and Jerome Mariette and Madalina Olteanu and Fabrice Rossi and Laura Bendhaiba and Julien Bolaert},
  year = {2020},
  note = {R package version 1.3-1},
}

Olteanu M., Villa-Vialaneix N. (2015) On-line relational and multiple relational SOM. Neurocomputing, 147, 15-30

@Article{,
  title = {On-line relational and multiple relational SOM},
  author = {Madalina Olteanu and Nathalie Villa-Vialaneix},
  journal = {Neurocomputing},
  year = {2015},
  volume = {147},
  pages = {15--30},
}

Olteanu M., Villa-Vialaneix N., Cottrell M. (2012) On-line relational SOM for dissimilarity data. Advances in Self-Organizing Maps (Proceedings of WSOM 2012, Santiago, Chili, 12-14 decembre 2012), Estevez P., Principe J., Zegers P., Barreto G. (eds.), Advances in Intelligent Systems and Computing series, Berlin/Heidelberg: Springer Verlag, 198, 13-22

@InProceedings{,
  title = {On-line relational SOM for dissimilarity data},
  author = {Madalina Olteanu and Nathalie Villa-Vialaneix and Marie Cottrell},
  booktitle = {Advances in Self-Organizing Maps (Proceedings of WSOM 2012, Santiago, Chili, 12-14 decembre 2012)},
  address = {Berlin/Heidelberg},
  publisher = {Springer Verlag},
  year = {2012},
  volume = {198},
  pages = {13--22},
  editor = {{Estevez} and {P.} and {Principe} and {J.} and {Zegers} and {P.} and Barreto G.},
  series = {Advances in Intelligent Systems and Computing series},
}

Olteanu M., Villa-Vialaneix N. (2015b) Using SOMbrero for clustering and visualizing graphs. Journal de la Societe Francaise de Statistique, 156, 95-119

@Article{,
  title = {Using SOMbrero for clustering and visualizing graphs},
  author = {Madalina Olteanu and Nathalie Villa-Vialaneix},
  journal = {Journal de la Societe Francaise de Statistique},
  year = {2015b},
  volume = {156},
  pages = {95--119},
}

Mariette J., Rossi F., Olteanu M., Villa-Vialaneix N. (2016) Accelerating stochastic kernel SOM. XXVth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017), Verleysen M. (ed), i6doc, Bruges, Belgium, 269-274

@InProceedings{,
  title = {Accelerating stochastic kernel SOM},
  author = {Jerome Mariette and Fabrice Rossi and Madalina Olteanu and Nathalie Villa-Vialaneix},
  year = {2017},
  booktitle = {Proceedings of XXVth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017)},
  publisher = {i6doc},
  pages = {269--274},
  editor = {Verleysen M.},
}

Villa-Vialaneix N. (2017) Stochastic self-organizing map variants with the R package SOMbrero. Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM 2017), Lamirel JC, Cottrell M, Olteanu M (ed), IEEE, Nancy, France, 1-7

@InProceedings{,
  title = {Stochastic self-organizing map variants with the R package SOMbrero},
  author = {Nathalie Villa-Vialaneix},
  year = {2017},
  booktitle = {Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM 2017)},
  publisher = {IEEE, Nancy, France},
  pages = {1--7},
  editor = {Lamirel JC and Cottrell M and Olteanu M},
}
  • Nathalie Vialaneix. Author, maintainer.

  • Elise Maigne. Author.

  • Jerome Mariette. Author.

  • Madalina Olteanu. Author.

  • Fabrice Rossi. Author.

  • Laura Bendhaiba. Contributor.

  • Julien Boelaert. Contributor.