The following full paper co-authored by a member of the data science junior research group has been accepted for publication at The Web Conference (WWW):
Causal Question Answering with Reinforcement Learning Lukas Blübaum, Stefan Heindorf
Preprint: https://arxiv.org/abs/2311.02760
The following short paper co-authored by a member of the data science junior research group has been accepted for publication at the 32nd ACM International Conference on Information and Knowledge Management (CIKM):
Accelerating Concept Learning via Sampling Alkid Baci, Stefan Heindorf
Paper: https://ris.uni-paderborn.de/download/46575/46577/baci2023_CIKM.pdf Code: https://github.com/alkidbaci/OntoSample
The following full papers co-authored by a member of the data science junior research group have been accepted for publication at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD):
LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals Caglar Demir, Michel Wiebesiek, Renzhong Lu, Axel-Cyrille Ngonga Ngomo, Stefan Heindorf Preprint: https://arxiv.org/a…
The following full paper co-authored by a member of the data science junior research group has been accepted for publication at the Extended Semantic Web Conference (ESWC):
Neural Class Expression Synthesis N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo
Preprint: https://arxiv.org/pdf/2111.08486.pdf Code: https://github.com/dice-group/NeuralClassExpressionSynthesis
The website of the new data science junior research group (DS-JRG) at Paderborn University has been launched today. This web page is still in preparation. You can find previous outcomes of our research at publications.
The Data Science Junior Research Group (DS-JRG) investigates research questions in a data-driven manner. Among the main research topics of the group are explainable artificial intelligence and knowledge graphs.
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