Auflistung Fakultät für Elektrotechnik und Informatik nach Autor/in "7f7fc5d7-976f-492f-a916-fa0f274c3212"

Auflistung Fakultät für Elektrotechnik und Informatik nach Autor/in "7f7fc5d7-976f-492f-a916-fa0f274c3212"

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  • AdaCC: cumulative cost-sensitive boosting for imbalanced classification 
    Iosifidis, Vasileios; Papadopoulos, Symeon; Rosenhahn, Bodo; Ntoutsi, Eirini (London : Springer, 2022)
    Class imbalance poses a major challenge for machine learning as most supervised learning models might exhibit bias towards the majority class and under-perform in the minority class. Cost-sensitive learning tackles this ...
  • Semi-supervised learning and fairness-aware learning under class imbalance 
    Iosifidis, Vasileios (Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2020)
    With the advent of Web 2.0 and the rapid technological advances, there is a plethora of data in every field; however, more data does not necessarily imply more information, rather the quality of data (veracity aspect) plays ...

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