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Heindorf, Stefan
6 publications
MLOSS
2025
Ontolearn---a Framework for Large-Scale OWL Class Expression Learning in Python
Caglar Demir
,
Alkid Baci
,
N'Dah Jean Kouagou
,
Leonie Nora Sieger
,
Stefan Heindorf
,
Simon Bin
,
Lukas Blübaum
,
Alexander Bigerl
,
Axel-Cyrille Ngonga Ngomo
IJCAI
2024
ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling
N'Dah Jean Kouagou
,
Stefan Heindorf
,
Caglar Demir
,
Axel-Cyrille Ngonga Ngomo
ECML-PKDD
2023
LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals
Caglar Demir
,
Michel Wiebesiek
,
Renzhong Lu
,
Axel-Cyrille Ngonga Ngomo
,
Stefan Heindorf
ECML-PKDD
2023
Neural Class Expression Synthesis in ALCHIQ(D)
N'Dah Jean Kouagou
,
Stefan Heindorf
,
Caglar Demir
,
Axel-Cyrille Ngonga Ngomo
ACML
2021
Convolutional Hypercomplex Embeddings for Link Prediction
Caglar Demir
,
Diego Moussallem
,
Stefan Heindorf
,
Axel-Cyrille Ngonga Ngomo
WACV
2021
Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts
Tobias Nickchen
,
Stefan Heindorf
,
Gregor Engels