• Novel methods in distributed machine learning for large datasets 

      Peteiro Barral, Diego (2015)
      [Resumen] La cantidad de datos almacenados actualmente está creciendo a un ritmo sin precedentes. Con la variedad, velocidad y volumen de datos transmitiéndose a través de redes de comunicación y bases de datos, encontrar ...
    • On the scalability of feature selection methods on high-dimensional data 

      Bolón-Canedo, Verónica; Rego-Fernández, Diego; Peteiro Barral, Diego; Alonso-Betanzos, Amparo; Guijarro-Berdiñas, Bertha; Sánchez-Maroño, Noelia (Springer, 2018)
      [Abstract]: Lately, derived from the explosion of high dimensionality, researchers in machine learning became interested not only in accuracy, but also in scalability. Although scalability of learning methods is a trending ...