Browsing by Subject "class imbalance"

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Addressing Class Imbalance for Training a Multi-Task Classifier in the Context of Silk Heritage

Dorozynski, M. (Katlenburg-Lindau : Copernicus Publications, 2023)

Collecting knowledge in the form of databases consisting of images and descriptive texts that represent objects from past centuries is a fundamental part of preserving cultural heritage. In this context, images with known ...
Fair-CMNB: Advancing Fairness-Aware Stream Learning with Naïve Bayes and Multi-Objective Optimization

Badar, Maryam; Fisichella, Marco (Basel : MDPI, 2024)

Fairness-aware mining of data streams is a challenging concern in the contemporary domain of machine learning. Many stream learning algorithms are used to replace humans in critical decision-making processes, e.g., hiring ...

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