To cite the 'SOMbrero' package in publications, use:
Villa-Vialaneix N., Bendhaiba L., Olteanu M. (2017) SOMbrero: SOM Bound to Realize Euclidean and Relational Outputs. R package version 1.2-2.
Olteanu M., Villa-Vialaneix N. (2015) On-line relational and multiple relational SOM. Neurocomputing, 147, 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
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
Corresponding BibTeX entries:
@Manual{, title = {SOMbrero: SOM Bound to Realize Euclidean and Relational Outputs}, author = {Nathalie Villa-Vialaneix and Jerome Mariette and Madalina Olteanu and Fabrice Rossi and Laura Bendhaiba and Julien Boelaert}, year = {2017}, note = {R package version 1.2-2}, }
@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}, }
@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 P. and Principe J. and Zegers P. and Barreto G.}, series = {Advances in Intelligent Systems and Computing series}, }
@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.}, }