DWS Area: Artificial Intelligence

We are happy to announce that the paper “Investigating Uncertainty Weighting for Multi-Task Learning: Insights and Analytical Alternatives” by Lukas Kirchdorfer, Tobias Sesterhenn, Christian Bartelt, Heiner Stuckenschmidt, Lukas Schott and Jan M. Köhlerhas been accepted for the International Journal ...

We are happy to announce that Daniel Kerger has his first paper “Multi-Operator Free-Floating GBFS Trip Destination Prediction in Public Mobility Sharing Systems” accepted at the Journal of Cycling and Micromobility Research (JCMR) published by Elsevier.

We are happy to announce that the paper “Data-driven Inventory Management under Customer Substitution” by Sebastian Müller, Jakob Huber, Ralph Alexander Bubak, Moritz Fleischmann and Heiner Stuckenschmidt has been accepted for the European Journal of Operational Research. The paper is a follow-up of ...

Alexander Kraus, Keyvan Amiri Elyasi, and Han van der Aa have been nominated for the Best Paper Award at the International Conference on Advanced Information Systems Engineering (CAiSE) 2025 in Vienna, Austria, for their paper entitled “On the Use of Steady-State Detection for Process Mining: ...

We are happy to announce that the following papers from the AI group have been accepted at this years conference on Business Process Management (BPM 2025):  Main Conference:  A Divide-and-Conquer Approach for Modeling Arrival Times in Business Process Simulation (Lukas Kirchdorfer, Konrad Özdemir, ...

Four papers of the DWS group got accepted at the 22nd Extended Semantic Web Conference. This year, the acceptance rate was 22.4% for full papers in the research track.

We are happy to announce that the Paper “AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation” by Lukas Kirchdorfer, Robert Blümel, Timotheus Kampik, Han van der Aa and Heiner Stuckenschmidt was awarded as best research paper at the International Conference on Process ...

We are happy to announce that the papers “TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs” by Julia Gastinger and others “A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data” by Andrej Zschalzev and others have been accepted ...

We are happy to anounce that the paper “PyClause – Simple and Efficient Rule Handling for Knowledge Graphs” by Patrick Betz, Luis Galarraga, Simon Ott, Christian Meilicke, Fabian Suchanek and Heiner Stuckenschmidt was awarded with the IJCAI 2024 Best Demo Award!  The Code is available here: ...

We are happy to announce that the paper “AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation” by Lukas Kirchdorfer, Robert Blümel, Timotheus Kampik, Han van der Aa and Heiner Stuckenschmidt has been accepted for the 6th Intenational Conference on Process Mining in ...