Search Results for author: Simon Flügel

Found 2 papers, 1 papers with code

A semantic loss for ontology classification

1 code implementation3 May 2024 Simon Flügel, Martin Glauer, Till Mossakowski, Fabian Neuhaus

In order to increase the consistency of deep learning models, we propose a semantic loss that combines label-based loss with terms penalising subsumption- or disjointness-violations.

Classification

When one Logic is Not Enough: Integrating First-order Annotations in OWL Ontologies

no code implementations7 Oct 2022 Simon Flügel, Martin Glauer, Fabian Neuhaus, Janna Hastings

In ontology development, there is a gap between domain ontologies which mostly use the web ontology language, OWL, and foundational ontologies written in first-order logic, FOL.

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