DWS Area: Computer Vision and Machine Learning

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 ...

We are happy to announce that the Paper “Fact Probability Vector Based Goal Recognition” by : Nils Wilken, Lea Cohausz, Christian Bartelt and Heiner Stuckenschmidt has been accepted for the 50th European Conference on Artificial Intelligence (CORE A, 23% Acceptance rate).

We are happy to announce that four PhD Students from the AI group have their papers accepted for IJCAI 2024 (A* ranked) in Jeju, Korea: Julia Gastinger: “History repeats itself: A Baseline for Temporal Knowledge Graph Forecasting” (Research Track) Andrej Tschalzev: “Enabling Mixed Effects Neural ...

We are happy to announce that papers by DWS members based on the work referenced belwo have been accpepted for ICLR 2024 in Vienna: Jonas Belouadi, Anne Lauscher, Steffen Eger: AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ (https://arxiv.org/abs/2310.00367). Sascha ...

We are happy to announce, that the paper “RAISE the Bar: Restriction of Action Spaces for Improved Social Welfare and Equity in Traffic Management” by Michael Oesterle, Tim Grams, Christian Bartelt und Heiner Stuckenschmidt has been accepted as a full paper at the research Track of the International ...

We are happy to announce that the Paper “GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent” by Sascha Marton, Stefan Lüdtke, Christian Bartelt and Heiner Stuckenschmidt has benn accepted for the 38th Annual AAAI Conference on Artificial Intelligence