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Defining Safe Training Datasets for Machine Learning Models Using Ontologies

Vonder Haar, Lynn C

… method proposed in this research uses a domain ontology and an image quality characteristic ontology to validate the domain completeness and image quality robustness of a training dataset. This research also presents an experiment as a proof of concept for this method where ontologies are built …

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