Skip to Main content Skip to Navigation
Journal articles

Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation

Abstract : In this paper, a new implementation of the adaptation of Kohonen self-organising maps (SOM) to dissimilarity matrices is proposed. This implementation relies on the branch and bound principle to reduce the algorithm running time. An important property of this new approach is that the obtained algorithm produces exactly the same results as the standard algorithm.
Document type :
Journal articles
Complete list of metadatas

Cited literature [17 references]  Display  Hide  Download

https://hal.inria.fr/inria-00232866
Contributor : Fabrice Rossi <>
Submitted on : Saturday, February 2, 2008 - 2:25:21 PM
Last modification on : Wednesday, October 17, 2018 - 9:54:02 AM
Long-term archiving on: : Monday, May 3, 2010 - 4:10:49 PM

Files

fastdsom.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : inria-00232866, version 1
  • ARXIV : 0802.0252

Collections

Citation

Brieuc Conan-Guez, Fabrice Rossi. Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation. Revue des Nouvelles Technologies de l'Information, Hermann, 2008. ⟨inria-00232866⟩

Share

Metrics

Record views

287

Files downloads

183