Auflistung nach Schlagwort "Active Learning"

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  • 2nd Workshop on Innovative Software Engineering Education 
    Krusche, Stephan; Kuhrmann, Marco; Schneider, Kurt (Bonn : Gesellschaft für Informatik e.V. (GI), 2019)
    This workshop aims at presenting and discussing innovative teaching approaches in software engineering education, which are highly relevant for teaching at universities, colleges, and in online courses. The workshop focuses ...
  • 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 ...
  • Exploiting Rationale Data for Explainable NLP Models 
    Reimer, Maximilian (Hannover : Gottfried Wilhelm Leibniz Universität, 2021-09-15)
    In recent years, deep learning models have become very powerful – even outperforming humans on a variety of tasks. This enables more real-world applications, including also sensitive fields such as medical diagnoses or ...
  • Modularized Active Learning Solution for Labelling Text Data for Business Environment Analysis 
    Agacayaklar, Furkan; Lange, Annika; Scholz, Julia-Anne; Knothe, Thomas; Busse, Dirk (Hannover : publish-Ing., 2022)
    In today’s interconnected world, the pace of change is increasing gradually and the effects of an event can propagate and disrupt industries, organizations or companies more dramatically and quickly. Therefore, having a ...