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Author

Stefan Bischof

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#artificial intelligence Preprint Sep 2026

Neuro-symbolic AI for Industrial Configuration

It is argued that Neuro-symbolic (NeSy) AI methods lay out a promising path towards industrial-grade configurators that are reliable by design, explainable, and trustworthy.

Danilo Valerio, Philipp Kogler, Stefan Bischof et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Ontology-Mediated Neurosymbolic Constraint Acquisition from Multiple Stakeholders

Neurosymbolic research typically assumes a pre-existing symbolic specification, leaving the upstream challenge of acquiring and formalizing requirements and constraints largely unaddressed. We present an architecture that fills this gap by using an OWL configuration ontology to mediate between neural constraint sources...

Stefan Bischof, Juliana Kainz, Danilo Valerio · 0 citations

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