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Fast k-NNG Construction with GPU-Based Quick Multi-Select

In this paper, we describe a new brute force algorithm for building the [Image: see text]-Nearest Neighbor Graph (k-NNG). The k-NNG algorithm has many applications in areas such as machine learning, bio-informatics, and clustering analysis. While there are very efficient algorithms for data of low d...

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Autors principals: Komarov, Ivan, Dashti, Ali, D'Souza, Roshan M.
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science 2014
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4014471/
https://ncbi.nlm.nih.gov/pubmed/24809341
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0092409
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