Search Results for author: Pierangela Bruno

Found 4 papers, 0 papers with code

Data Augmentation: a Combined Inductive-Deductive Approach featuring Answer Set Programming

no code implementations22 Oct 2023 Pierangela Bruno, Francesco Calimeri, Cinzia Marte, Simona Perri

Although the availability of a large amount of data is usually given for granted, there are relevant scenarios where this is not the case; for instance, in the biomedical/healthcare domain, some applications require to build huge datasets of proper images, but the acquisition of such images is often hard for different reasons (e. g., accessibility, costs, pathology-related variability), thus causing limited and usually imbalanced datasets.

Data Augmentation

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