inst/CITATION
Olteanu M, Villa-Vialaneix N (2015). “On-line relational and multiple relational SOM.” Neurocomputing, 147, 15–30. doi:10.1016/j.neucom.2013.11.047.
@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},
doi = {10.1016/j.neucom.2013.11.047},
}
Villa-Vialaneix N (2017). “Stochastic self-organizing map variants with the R package SOMbrero.” In JC L, M C, M O (eds.), Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM 2017), 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},
}
Olteanu M, Villa-Vialaneix N, Cottrell M (2012). “On-line relational SOM for dissimilarity data.” In Estevez, P., Principe, J., Zegers, P., G. B (eds.), Advances in Self-Organizing Maps (Proceedings of WSOM 2012, Santiago, Chili, 12-14 decembre 2012), volume 198 series Advances in Intelligent Systems and Computing series, 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 (2017). “Accelerating stochastic kernel SOM.” In M. V (ed.), Proceedings of XXVth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017), 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.},
}
Vialaneix, N., Maigne, E., Mariette, J., Olteanu, M., Rossi, F., Bendhaiba, L., Boelaert, J. (2024). phoenix: . R package version 1.4-2.
@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 Boelaert},
year = {2024},
url = {https://CRAN.R-project.org/package=SOMbrero},
note = {R package version 1.4-2 --- For new features, see the 'NEWS'},
}