Now showing items 1-3 of 3

    • An efficient approximation to the K-means clustering for Massive Data 

      Capo, M.; Pérez, A.Autoridad BCAM; Lozano, J.A.Autoridad BCAM (2017-02-01)
      Due to the progressive growth of the amount of data available in a wide variety of scientific fields, it has become more difficult to manipulate and analyze such information. In spite of its dependency on the initial ...
    • An efficient approximation to the K-means clustering for Massive Data 

      Capo, M.; Pérez, A.Autoridad BCAM; Lozano, J.A.Autoridad BCAM (2016-06-28)
      Due to the progressive growth of the amount of data available in a wide variety of scientific fields, it has become more difficult to manipulate and analyze such information. In spite of its dependency on the initial ...
    • An efficient K-means clustering algorithm for tall data 

      Capo, M.; Pérez, A.Autoridad BCAM; Lozano, J.A.Autoridad BCAM (2020)
      The analysis of continously larger datasets is a task of major importance in a wide variety of scientific fields. Therefore, the development of efficient and parallel algorithms to perform such an analysis is a a crucial ...