Cartes auto-organis\'ees pour l'analyse exploratoire de donn\'ees et la visualisation
<|reference_start|>Cartes auto-organis\'ees pour l'analyse exploratoire de donn\'ees et la visualisation: This paper shows how to use the Kohonen algorithm to represent multidimensional data, by exploiting the self-organizing property. It is possible to get such maps as well for quantitative variables as for qualitative ones, or for a mixing of both. The contents of the paper come from various works by SAMOS-MATISSE members, in particular by E. de Bodt, B. Girard, P. Letr\'{e}my, S. Ibbou, P. Rousset. Most of the examples have been studied with the computation routines written by Patrick Letr\'{e}my, with the language IML-SAS, which are available on the WEB page http://samos.univ-paris1.fr.<|reference_end|>
@article{cottrell2006cartes,
    title={Cartes auto-organis\'{e}es pour l'analyse exploratoire de donn\'{e}es et
  la visualisation},
    author={Marie Cottrell (MATISSE, Samos), Sma"Il Ibbou (MATISSE, Samos),
  Patrick Letr'emy (MATISSE, Samos), Patrick Rousset (CEREQ)},
    journal={Journal de la Soci\'{e}t\'{e} Fran\c{c}aise de Statistique 144
  n&deg;4 (2003) 67-106},
    year={2006},
    archivePrefix={arXiv},
    eprint={math/0611422},
    primaryClass={math.ST cs.NE nlin.AO stat.TH}
}