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Listar Artículos Científicos por materia "kNN"

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  • An exhaustive algorithm based on GPU to process a kNN query 

    Riquelme, Javier A.; Barrientos, Ricardo ORCID; Hernández-García, Ruber; Navarro, Cristóbal A. (2020)
    The Nearest Neighbors search is a widely used technique with applications on several classification problems. Particularly, the k-nearest neighbor (kNN) algorithm is a well-known method used in modern information retrieval ...

  • Fast kNN query processing over a multi-node GPU environment 

    Barrientos, Ricardo ORCID; Riquelme, Javier A.; Hernández-García, Ruber; Navarro, Cristóbal A.; Soto-Silva, Wladimir E. (2022)
    The kNN (k nearest-neighbors) search is currently applied in a wide range of applications, such as data mining, multimedia, information retrieval, machine learning, pattern recognition, among others. Most of the solutions ...