• Accelerating binary biclustering on platforms with CUDA-enabled GPUs 

      González-Domínguez, Jorge; Expósito, Roberto R. (Elsevier Ltd, 2018)
      [Abstract]: Data mining is nowadays essential in many scientific fields to extract valuable information from large input datasets and transform it into an understandable structure. For instance, biclustering techniques are ...
    • ParBiBit: Parallel tool for binary biclustering on modern distributed-memory systems 

      González-Domínguez, Jorge; Expósito, Roberto R. (PLoS, 2018)
      [Abstract]: Biclustering techniques are gaining attention in the analysis of large-scale datasets as they identify two-dimensional submatrices where both rows and columns are correlated. In this work we present ParBiBit, ...
    • ScalaParBiBit: Scaling the Binary Biclustering in Distributed-Memory Systems 

      Fraguela, Basilio B.; Andrade, Diego; González-Domínguez, Jorge (SpringerLink, 2021-03-19)
      [Abstract] Biclustering is a data mining technique that allows us to find groups of rows and columns that are highly correlated in a 2D dataset. Although there exist several software applications to perform biclustering, ...