Dr. Stefan Heindorf

Data Science (JRG)

Junior Research Group Leader - PostDoc

Junior Research Group Leader Data Science

E-Mail
heindorf@uni-paderborn.de
Web:
Homepage
Office Address:
Fürstenallee 11
33102 Paderborn
Room:
FU.214

Research

Latest Projects

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Publications

Latest Publications

Neural Class Expression Synthesis
N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), Springer International Publishing, 2023, pp. 209–226.
DOI
Counterfactual Explanations for Concepts in ELH
L.N. Sieger, S. Heindorf, L. Blübaum, A.-C. Ngonga Ngomo, ArXiv:2301.05109 (2023).
arXiv
Accelerating Concept Learning via Sampling
A. Baci, S. Heindorf, in: CIKM, 2023.
PDF
AI-Based Assistance System for Manufacturing
S. Deppe, L. Brandt, M. Brünninghaus, J. Papenkordt, S. Heindorf, G. Tschirner-Vinke, (2022).
DOI https://ieeexplore.ieee.org/document/9921520
Learning Concept Lengths Accelerates Concept Learning in ALC
N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: The Semantic Web, Springer International Publishing, Cham, 2022.
DOI https://link.springer.com/chapter/10.1007/978-3-031-06981-9_14
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