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[LBT00a] Topological Map for Binary Data

Conférence Internationale avec comité de lecture : ESANN, January 2000,
motcle:
Résumé: We propose a new algorithm using topological map on binary data. The usual Euclidean distance is replaced by binary distance measures, which take into account possible asymmetries of binary data. The method is illustrated on an example taken from literature. Finally an application from chemistry is presented. We show the eficiency of the proposed method when applied to high-dimensinal binary data.

Collaboration: UPMC

BibTeX

@inproceedings {
LBT00a,
title="{Topological Map for Binary Data}",
author=" M. Lebbah and F. Badran and S. Thiria ",
booktitle="{ESANN}",
year=2000,
month="January",
}