no code implementations • 20 Jan 2023 • Martin Glauer, Fabian Neuhaus, Till Mossakowski, Janna Hastings
Integrating human knowledge into neural networks has the potential to improve their robustness and interpretability.
no code implementations • 7 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.
1 code implementation • 26 Aug 2022 • Martin Glauer, Robert West, Susan Michie, Janna Hastings
We describe a novel approach to explainable prediction of a continuous variable based on learning fuzzy weighted rules.
no code implementations • 19 Sep 2021 • Adel Memariani, Martin Glauer, Fabian Neuhaus, Till Mossakowski, Janna Hastings
We present a new methodology for automatic ontology extension and apply it to the ChEBI ontology, a prominent reference ontology for life sciences chemistry.