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Approximate Nearest Neighbor Search Based on Neighbor Graphs with Parameter Adaptation

Approximate Nearest Neighbor Search(ANNS) algorithms based on neighbor graphs typically organize vectors in a database into a neighbor graph structure and obtain the Approximate Nearest Neighbor(ANN) of the query vector by leveraging user-specified search parameter configurations.An adaptive method...

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Autor principal: GAN Hongnan, ZHANG Kai
Formato: Artigo
Idioma:Inglês
Publicado em: Editorial Office of Computer Engineering 2022-09-01
coleção:Jisuanji gongcheng
Assuntos:
approximate nearest neighbor search(anns)|neighbor graph|parameter adaptation|clustering|gradient boosting decision tree(gbdt)
Acesso em linha:https://www.ecice06.com/fileup/1000-3428/PDF/20220904.pdf
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