TERMIUM Plus®

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BIRCH ALGORITHM [1 record]

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Record 1 2024-10-31

English

Subject field(s)
  • Computer Mathematics
  • Artificial Intelligence
DEF

... an unsupervised data mining algorithm used to perform hierarchical clustering over particularly large data-sets.

OBS

BIRCH: balanced iterative reducing and clustering using hierarchies.

French

Domaine(s)
  • Mathématiques informatiques
  • Intelligence artificielle
CONT

[...] l'algorithme BIRCH [...] a été développé pour permettre le traitement de grands volumes de données dans un espace mémoire restreint. Pour ce faire, BIRCH réduit la taille du jeu de données initial en le résumant sous la forme d'une structure hiérarchique [...] dans laquelle les points sont agrégés successivement en fonction de leur similarité et de l'espace mémoire disponible.

OBS

BIRCH : réduction itérative équilibrée et regroupement à l'aide de hiérarchies.

Spanish

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