About Me
I am a researcher at the KRDB research centre for Knowledge-based Artificial Intelligence at the Free University of Bozen-Bolzano, Italy. My research interest lies in the field of neuro-symbolic AI, particularly on the connection between ontologies and embedding techniques.
Research Interests
- Neuro-Symbolic AI
- Knowledge Representation
- Knowledge Base Embeddings
- Computational Creativity
- Analogial Proportions
Selected Publications
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Leemhuis, Mena, and Oliver Kutz (to appear).
Introducing Pathomalgametry: Conceptual Blending with Geometric Path-finding and Amalgamation.
In: International Conference on Computational Creativity (ICCC’25), Campinas, Brazil.
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Leemhuis, M., & Özçep, Ö. L. (2023).
Conceptual Orthospaces—Convexity Meets Negation.
International Journal of Approximate Reasoning, 162, 109013.
DOI
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Özçep, Özgür L., Mena Leemhuis, and Diedrich Wolter (2023).
Embedding Ontologies in the Description Logic ALC by Axis-Aligned Cones.
Journal of Artificial Intelligence Research, 78, pp. 217–267.
DOI
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Leemhuis, M., Özçep, Ö. L., & Wolter, D. (2022).
Learning with Cone-Based Geometric Models and Orthologics.
Annals of Mathematics and Artificial Intelligence.
DOI
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Özçep, Özgür L., Mena Leemhuis, and Diedrich Wolter (2020).
Cone Semantics for Logics with Negation.
In: Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI-20),
pp. 1820–1826.
DOI
