Auflistung nach Schlagwort "Data streams"

Sortiert nach: Sortierung: Ergebnisse:

  • Active feature acquisition on data streams under feature drift 
    Beyer, Christian; Büttner, Maik; Unnikrishnan, Vishnu; Schleicher, Miro; Ntoutsi, Eirini; Spiliopoulou, Myra (Berlin : Springer, 2020)
    Traditional active learning tries to identify instances for which the acquisition of the label increases model performance under budget constraints. Less research has been devoted to the task of actively acquiring feature ...
  • Resource management for model learning at entity level 
    Beyer, Christian; Unnikrishnan, Vishnu; Brüggemann, Robert; Toulouse, Vincent; Omar, Hafez Kader; Ntoutsi, Eirini; Spiliopoulou, Myra (Berlin : Springer, 2020)
    Many current and future applications plan to provide entity-specific predictions. These range from individualized healthcare applications to user-specific purchase recommendations. In our previous stream-based work on ...