Centre d'Etude et De Recherche en Informatique et Communications (EA4629) |
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A Topological Hierarchical Clustering: Application to Ocean Color Classiffication
[YBT01] A Topological Hierarchical Clustering: Application to Ocean Color Classiffication
Conférence Internationale avec comité de lecture : ICANN'2001, January 2001, pp.492-499,
motcle:
Résumé:
We propose a new criteria to cluster the referent vectors
of the self-organizing map. This criteria contains two terms which
take into account two different errors simultaneously: the square
error of the entire clustering and the topological structure given by
the Self Organizing Map. A parameter T allows to control the
corresponding in uence of these two terms. The eficiency of this
criteria is illustrated on the problem of top of the atmosphere
spectra of satellite ocean color measurements.
| @inproceedings { | |||
| YBT01, | |||
| title | = | "{A Topological Hierarchical Clustering: Application to Ocean Color Classiffication}", | |
| author | = | " M. Yacoub and F. Badran and S. Thiria ", | |
| booktitle | = | "{ICANN'2001}", | |
| year | = | 2001, | |
| month | = | "January", | |
| pages | = | "492-499", | |
| } | |||
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ContactsCNAM-CEDRIC ENSIIE-CEDRIC |