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8 Publications


2024 | Preprint | LibreCat-ID: 54450 | OA
Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches
D. Mindlin, F. Beer, L.N. Sieger, S. Heindorf, P. Cimiano, E. Esposito, A.-C. Ngonga-Ngomo, (2024).
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2024 | Conference Paper | LibreCat-ID: 54449 | OA
Universal Knowledge Graph Embeddings
N.J. KOUAGOU, C. Demir, H.M.A. Zahera, A. Wilke, S. Heindorf, J. Li, A.-C. Ngonga Ngomo, in: Companion Proceedings of the ACM on Web Conference 2024, ACM, 2024.
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2024 | Preprint | LibreCat-ID: 54448 | OA LibreCat | Download (ext.) | arXiv
 

2024 | Conference Paper | LibreCat-ID: 52231 | OA
Causal Question Answering with Reinforcement Learning
L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d., pp. 2204–2215.
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2023 | Book Chapter | LibreCat-ID: 47421 | OA
Neural Class Expression Synthesis in ALCHIQ(D)
N.J. Kouagou, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, Cham, 2023.
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2023 | Preprint | LibreCat-ID: 37937 | OA
Explaining ELH Concept Descriptions through Counterfactual Reasoning
L.N. Sieger, S. Heindorf, L. Blübaum, A.-C. Ngonga Ngomo, ArXiv:2301.05109 (2023).
LibreCat | Download (ext.) | arXiv
 

2023 | Conference Paper | LibreCat-ID: 46575 | OA
Accelerating Concept Learning via Sampling
A. Baci, S. Heindorf, in: CIKM, 2023, pp. 3733–3737.
LibreCat | Files available | DOI
 

2022 | Conference Paper | LibreCat-ID: 34674 | OA
User Involvement in Training Smart Home Agents
L.N. Sieger, J. Hermann, A. Schomäcker, S. Heindorf, C. Meske, C.-C. Hey, A. Doğangün, in: International Conference on Human-Agent Interaction, ACM, 2022.
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