| 2026 | KR | A Simple Baseline for Inductive Knowledge Base Completion. | Christian Meilicke, Rainer Gemulla, Julie Naegelen, Heiner Stuckenschmidt |
| 2026 | PERCOM | AcoustiMeal: Estimating Meal Duration using Audio Tagging on Smartphones. | Darshit Pandya, Heiner Stuckenschmidt |
| 2025 | AIES | Unintended Impacts of Automation for Integration? Simulating Integration Outcomes of Algorithm-Based Refugee Allocation in Germany. | Jakob Kappenberger, Clara Strasser Ceballos, Frederic Gerdon, Daria Szafran, Florian Rupp, Kai Eckert, Heiner Stuckenschmidt, Ruben L. Bach, Frauke Kreuter, Christoph Kern |
| 2025 | BPM | A Simple and Calibrated Approach for Uncertainty-Aware Remaining Time Prediction. | Keyvan Amiri Elyasi, Han van der Aa, Heiner Stuckenschmidt |
| 2025 | BPM | A Divide-and-Conquer Approach for Modeling Arrival Times in Business Process Simulation. | Lukas Kirchdorfer, Konrad zdemir, Stjepan Kusenic, Han van der Aa, Heiner Stuckenschmidt |
| 2025 | BPM | Rethinking Business Process Simulation: A Utility-Based Evaluation Framework. | Konrad zdemir, Lukas Kirchdorfer, Keyvan Amiri Elyasi, Han van der Aa, Heiner Stuckenschmidt |
| 2025 | ICLR | Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization. | Sascha Marton, Tim Grams, Florian Vogt, Stefan Ldtke, Christian Bartelt, Heiner Stuckenschmidt |
| 2025 | IV | Comparing Public Dashboards in the Wild - An Observational Study of Urban Data Visualizations in an Outdoor Exhibition. | Christoph Huber, Till Nagel, Heiner Stuckenschmidt |
| 2024 | AAAI | GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent. | Sascha Marton, Stefan Ldtke, Christian Bartelt, Heiner Stuckenschmidt |
| 2024 | CaiSE | PGTNet: A Process Graph Transformer Network for Remaining Time Prediction of Business Process Instances. | Keyvan Amiri Elyasi, Han van der Aa, Heiner Stuckenschmidt |
| 2024 | ECAI | Fact Probability Vector Based Goal Recognition. | Nils Wilken, Lea Cohausz, Christian Bartelt, Heiner Stuckenschmidt |
| 2024 | ICLR | GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data. | Sascha Marton, Stefan Ldtke, Christian Bartelt, Heiner Stuckenschmidt |
| 2024 | ICPM | AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation. | Lukas Kirchdorfer, Robert Blmel, Timotheus Kampik, Han van der Aa, Heiner Stuckenschmidt |
| 2024 | IJCAI | PyClause - Simple and Efficient Rule Handling for Knowledge Graphs. | Patrick Betz, Luis Galrraga, Simon Ott, Christian Meilicke, Fabian M. Suchanek, Heiner Stuckenschmidt |
| 2024 | IJCAI | History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting. | Julia Gastinger, Christian Meilicke, Federico Errica, Timo Sztyler, Anett Schlke, Heiner Stuckenschmidt |
| 2024 | IJCAI | Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods. | Andrej Tschalzev, Paul Nitschke, Lukas Kirchdorfer, Stefan Ldtke, Christian Bartelt, Heiner Stuckenschmidt |
| 2024 | LAK | What Fairness Metrics Can Really Tell You: A Case Study in the Educational Domain. | Lea Cohausz, Jakob Kappenberger, Heiner Stuckenschmidt |
| 2024 | PERCOM | Evaluating the impact of different acoustic contexts on German speech recognition. | Darshit Pandya, Heiner Stuckenschmidt |
| 2023 | AAAI | Online Random Feature Forests for Learning in Varying Feature Spaces. | Christian Schreckenberger, Yi He, Stefan Ldtke, Christian Bartelt, Heiner Stuckenschmidt |
| 2023 | CIKM | Rule-based Knowledge Graph Completion with Canonical Models. | Simon Ott, Patrick Betz, Daria Stepanova, Mohamed H. Gad-Elrab, Christian Meilicke, Heiner Stuckenschmidt |
| 2023 | EDM | Investigating the Importance of Demographic Features for EDM-Predictions. | Lea Cohausz, Andrej Tschalzev, Christian Bartelt, Heiner Stuckenschmidt |
| 2023 | GI | Der Mannheim Master in Social Data Science. | Thomas Gautschi, Thomas Gschwend, Lea Oberlnder, Simone Paolo Ponzetto, Heiner Stuckenschmidt |
| 2023 | GI | Workshop: "Aktuelle Entwicklungen und Perspektiven (an Hochschulen) im Bereich Data Science". | Lena Steinmann, Dirk Nowotka, Lea Oberlnder, Helen Pfuhl, Heiner Stuckenschmidt, Rolf Drechsler |
| 2023 | IJCAI | Towards Utilitarian Online Learning - A Review of Online Algorithms in Open Feature Space. | Yi He, Christian Schreckenberger, Heiner Stuckenschmidt, Xindong Wu |
| 2023 | ICWSM | Top-Down Influence? Predicting CEO Personality and Risk Impact from Speech Transcripts. | Kilian Theil, Dirk Hovy, Heiner Stuckenschmidt |
| 2023 | KI | Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense? | Nils Wilken, Lea Cohausz, Christian Bartelt, Heiner Stuckenschmidt |
| 2023 | PAKDD | Outlying Aspect Mining via Sum-Product Networks. | Stefan Ldtke, Christian Bartelt, Heiner Stuckenschmidt |
| 2022 | CoopIS | Dynamic Forest for Learning from Data Streams with Varying Feature Spaces. | Christian Schreckenberger, Christian Bartelt, Heiner Stuckenschmidt |
| 2022 | IJCAI | Adversarial Explanations for Knowledge Graph Embeddings. | Patrick Betz, Christian Meilicke, Heiner Stuckenschmidt |
| 2022 | IJCAI | Exchangeability-Aware Sum-Product Networks. | Stefan Ldtke, Christian Bartelt, Heiner Stuckenschmidt |
| 2022 | PERCOM | Plan-Similarity Based Heuristics for Goal Recognition. | Lea Cohausz, Nils Wilken, Heiner Stuckenschmidt |
| 2021 | BPM | On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling. | Diana Sola, Christian Meilicke, Han van der Aa, Heiner Stuckenschmidt |
| 2021 | CaiSE | Sketch2BPMN: Automatic Recognition of Hand-Drawn BPMN Models. | Bernhard Schfer, Han van der Aa, Henrik Leopold, Heiner Stuckenschmidt |
| 2021 | CaiSE | A Rule-Based Recommendation Approach for Business Process Modeling. | Diana Sola, Christian Meilicke, Han van der Aa, Heiner Stuckenschmidt |
| 2021 | CIKM | Knowledge Injection via ML-based Initialization of Neural Networks. | Lars Hoffmann, Christian Bartelt, Heiner Stuckenschmidt |
| 2021 | EMNLP | Come hither or go away? Recognising pre-electoral coalition signals in the news. | Ines Rehbein, Simone Paolo Ponzetto, Anna Adendorf, Oke Bahnsen, Lukas Stoetzer, Heiner Stuckenschmidt |
| 2021 | EUMAS | Governing Black-Box Agents in Competitive Multi-Agent Systems. | Michael Pernpeintner, Christian Bartelt, Heiner Stuckenschmidt |
| 2021 | ICDAR | DiagramNet: Hand-Drawn Diagram Recognition Using Visual Arrow-Relation Detection. | Bernhard Schfer, Heiner Stuckenschmidt |
| 2021 | NeSy | Backpropagating through Markov Logic Networks. | Patrick Betz, Mathias Niepert, Pasquale Minervini, Heiner Stuckenschmidt |
| 2021 | PERCOM | Combining Symbolic and Statistical Knowledge for Goal Recognition in Smart Home Environments. | Nils Wilken, Heiner Stuckenschmidt |
| 2021 | PERCOM | Combining Symbolic and Data-Driven Methods for Goal Recognition. | Nils Wilken, Heiner Stuckenschmidt, Christian Bartelt |
| 2020 | ECAI | Robust Decision Tree Induction from Unreliable Data Sources. | Christian Schreckenberger, Christian Bartelt, Heiner Stuckenschmidt |
| 2020 | EDBT | Explaining Differences Between Unaligned Table Snapshots. | Manuel Fink, Christian Meilicke, Heiner Stuckenschmidt |
| 2020 | EMNLP | Unsupervised stance detection for arguments from consequences. | Jonathan Kobbe, Ioana Hulpus, Heiner Stuckenschmidt |
| 2020 | ICDM | Restructuring of Hoeffding Trees for Trapezoidal Data Streams. | Christian Schreckenberger, Tim Glockner, Heiner Stuckenschmidt, Christian Bartelt |
| 2019 | ACL | A Spreading Activation Framework for Tracking Conceptual Complexity of Texts. | Ioana Hulpus, Sanja Stajner, Heiner Stuckenschmidt |
| 2019 | CIKM | Leveraging Graph Neighborhoods for Efficient Inference. | Melisachew Wudage Chekol, Heiner Stuckenschmidt |
| 2019 | ICDAR | Arrow R-CNN for Flowchart Recognition. | Bernhard Schfer, Heiner Stuckenschmidt |
| 2019 | IJCAI | Anytime Bottom-Up Rule Learning for Knowledge Graph Completion. | Christian Meilicke, Melisachew Wudage Chekol, Daniel Ruffinelli, Heiner Stuckenschmidt |
| 2019 | IJCAI | PRoFET: Predicting the Risk of Firms from Event Transcripts. | Christoph Kilian Theil, Samuel Broscheit, Heiner Stuckenschmidt |
| 2019 | KI | An Introduction to AnyBURL. | Christian Meilicke, Melisachew Wudage Chekol, Daniel Ruffinelli, Heiner Stuckenschmidt |
| 2019 | LDK | Exploiting Background Knowledge for Argumentative Relation Classification. | Jonathan Kobbe, Juri Opitz, Maria Becker, Ioana Hulpus, Heiner Stuckenschmidt, Anette Frank |
| 2019 | PERCOM | On the Combination of IMU and Optical Flow for Action Recognition. | Taha Alhersh, Heiner Stuckenschmidt |
| 2019 | PERCOM | Vision and Acceleration Modalities: Partners for Recognizing Complex Activities. | Alexander Diete, Timo Sztyler, Heiner Stuckenschmidt |
| 2019 | WWW | Fast Interval Joins for Temporal SPARQL Queries. | Melisachew Wudage Chekol, Giuseppe Pirr, Heiner Stuckenschmidt |
| 2019 | TIME | Time-Aware Probabilistic Knowledge Graphs. | Melisachew Wudage Chekol, Heiner Stuckenschmidt |
| 2018 | ACL | Word Embeddings-Based Uncertainty Detection in Financial Disclosures. | Christoph Kilian Theil, Sanja Stajner, Heiner Stuckenschmidt |
| 2018 | CIKM | Towards Partition-Aware Lifted Inference. | Melisachew Wudage Chekol, Heiner Stuckenschmidt |
| 2018 | PERCOM | NECTAR: Knowledge-based Collaborative Active Learning for Activity Recognition. | Gabriele Civitarese, Claudio Bettini, Timo Sztyler, Daniele Riboni, Heiner Stuckenschmidt |
| 2018 | PERCOM | Improving Motion-based Activity Recognition with Ego-centric Vision. | Alexander Diete, Timo Sztyler, Lydia Weiland, Heiner Stuckenschmidt |
| 2018 | PERCOM | Hips Do Lie! A Position-Aware Mobile Fall Detection System. | Christian Krupitzer, Timo Sztyler, Janick Edinger, Martin Breitbach, Heiner Stuckenschmidt, Christian Becker |
| 2018 | PERCOM | Modeling and Reasoning with ProbLog: An Application in Recognizing Complex Activities. | Timo Sztyler, Gabriele Civitarese, Heiner Stuckenschmidt |
| 2018 | PERCOM | Towards Systematic Benchmarking of Activity Recognition Algorithms. | Timo Sztyler, Christian Meilicke, Heiner Stuckenschmidt |
| 2018 | WWW | Towards Probabilistic Bitemporal Knowledge Graphs. | Melisachew Wudage Chekol, Heiner Stuckenschmidt |
| 2018 | SAC | Tractable reasoning in probabilistic OWL profiles. | Melisachew Wudage Chekol, Heiner Stuckenschmidt |
| 2017 | AAAI | Marrying Uncertainty and Time in Knowledge Graphs. | Melisachew Wudage Chekol, Giuseppe Pirr, Joerg Schoenfisch, Heiner Stuckenschmidt |
| 2017 | ACL | Sentence Alignment Methods for Improving Text Simplification Systems. | Sanja Stajner, Marc Franco-Salvador, Simone Paolo Ponzetto, Paolo Rosso, Heiner Stuckenschmidt |
| 2017 | CICLING | Automatic Detection of Uncertain Statements in the Financial Domain. | Christoph Kilian Theil, Sanja Stajner, Heiner Stuckenschmidt, Simone Paolo Ponzetto |
| 2017 | ER | Automatic Classification to Matching Patterns for Process Model Matching Evaluation. | Elena Kuss, Heiner Stuckenschmidt |
| 2017 | FNC | Recognizing Grabbing Actions from Inertial and Video Sensor Data in a Warehouse Scenario. | Alexander Diete, Timo Sztyler, Lydia Weiland, Heiner Stuckenschmidt |
| 2017 | ICLP | Rule Based Temporal Inference. | Melisachew Wudage Chekol, Heiner Stuckenschmidt |
| 2017 | IJCAI | Automatic Assessment of Absolute Sentence Complexity. | Sanja Stajner, Simone Paolo Ponzetto, Heiner Stuckenschmidt |
| 2017 | PERCOM | A smart data annotation tool for multi-sensor activity recognition. | Alexander Diete, Timo Sztyler, Heiner Stuckenschmidt |
| 2017 | PERCOM | Online personalization of cross-subjects based activity recognition models on wearable devices. | Timo Sztyler, Heiner Stuckenschmidt |
| 2016 | ECAI | Markov Logic Networks with Numerical Constraints. | Melisachew Wudage Chekol, Jakob Huber, Christian Meilicke, Heiner Stuckenschmidt |
| 2016 | ECAI | Schema-Based Debugging of Federated Data Sources. | Andreas Nolle, Christian Meilicke, Melisachew Wudage Chekol, German Nemirovski, Heiner Stuckenschmidt |
| 2016 | EDOC | Root Cause Analysis through Abduction in Markov Logic Networks. | Joerg Schoenfisch, Janno von Stlpnagel, Jens Ortmann, Christian Meilicke, Heiner Stuckenschmidt |
| 2016 | EKAW | Detecting Meaningful Compounds in Complex Class Labels. | Heiner Stuckenschmidt, Simone Paolo Ponzetto, Christian Meilicke |
| 2016 | ER | Probabilistic Evaluation of Process Model Matching Techniques. | Elena Kuss, Henrik Leopold, Han van der Aa, Heiner Stuckenschmidt, Hajo A. Reijers |
| 2016 | IJCAI | Group Decision Making via Probabilistic Belief Merging. | Nico Potyka, Erman Acar, Matthias Thimm, Heiner Stuckenschmidt |
| 2016 | PERCOM | On-body localization of wearable devices: An investigation of position-aware activity recognition. | Timo Sztyler, Heiner Stuckenschmidt |
| 2015 | CaiSE | Towards the Automated Annotation of Process Models. | Henrik Leopold, Christian Meilicke, Michael Fellmann, Fabian Pittke, Heiner Stuckenschmidt, Jan Mendling |
| 2015 | RANLP | Lost in Discussion? Tracking Opinion Groups in Complex Political Discussions by the Example of the FOMC Meeting Transcriptions. | Ccilia Zirn, Robert Meusel, Heiner Stuckenschmidt |
| 2015 | WWW | Enriching Structured Knowledge with Open Information. | Arnab Dutta, Christian Meilicke, Heiner Stuckenschmidt |
| 2013 | AAAI | Towards Joint Inference for Complex Ontology Matching. | Christian Meilicke, Jan Noessner, Heiner Stuckenschmidt |
| 2013 | AAAI | RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models. | Jan Noessner, Mathias Niepert, Heiner Stuckenschmidt |
| 2013 | AAAI | RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models. | Jan Noessner, Mathias Niepert, Heiner Stuckenschmidt |
| 2013 | SOFSEM | Constructs Replacing and Complexity Downgrading via a Generic OWL Ontology Transformation Framework. | Ondrej Svb-Zamazal, Anne Schlicht, Heiner Stuckenschmidt, Vojtech Svtek |
| 2012 | BPM | Probabilistic Optimization of Semantic Process Model Matching. | Henrik Leopold, Mathias Niepert, Matthias Weidlich, Jan Mendling, Remco M. Dijkman, Heiner Stuckenschmidt |
| 2012 | NAACL | Towards Distributed MCMC Inference in Probabilistic Knowledge Bases. | Mathias Niepert, Christian Meilicke, Heiner Stuckenschmidt |
| 2012 | NLDB | Multi-dimensional Analysis of Political Documents. | Heiner Stuckenschmidt, Ccilia Zirn |
| 2011 | IJCAI | Log-Linear Description Logics. | Mathias Niepert, Jan Noessner, Heiner Stuckenschmidt |
| 2011 | IJCNLP | Fine-Grained Sentiment Analysis with Structural Features. | Ccilia Zirn, Mathias Niepert, Heiner Stuckenschmidt, Michael Strube |
| 2011 | PERCOM | Recognizing interleaved and concurrent activities: A statistical-relational approach. | Rim Helaoui, Mathias Niepert, Heiner Stuckenschmidt |
| 2010 | AAAI | A Probabilistic-Logical Framework for Ontology Matching. | Mathias Niepert, Christian Meilicke, Heiner Stuckenschmidt |
| 2010 | CISIS | A Practical Implementation of Semantic Precision and Recall. | Daniel Fleischhacker, Heiner Stuckenschmidt |
| 2009 | DC | A Unified Approach for Representing Metametadata. | Kai Eckert, Magnus Pfeffer, Heiner Stuckenschmidt |
| 2009 | FQAS | A Semantic Similarity Measure for Ontology-Based Information. | Heiner Stuckenschmidt |
| 2008 | AAAI | Supporting Manual Mapping Revision using Logical Reasoning. | Christian Meilicke, Heiner Stuckenschmidt, Andrei Tamilin |
| 2008 | EKAW | Learning Disjointness for Debugging Mappings between Lightweight Ontologies. | Christian Meilicke, Johanna Vlker, Heiner Stuckenschmidt |
| 2007 | AAAI | Repairing Ontology Mappings. | Christian Meilicke, Heiner Stuckenschmidt, Andrei Tamilin |
| 2007 | AAAI | Partial Matchmaking using Approximate Subsumption. | Heiner Stuckenschmidt |
| 2007 | DEXA | Ontology Modularization for Knowledge Selection: Experiments and Evaluations. | Mathieu d'Aquin, Anne Schlicht, Heiner Stuckenschmidt, Marta Sabou |
| 2007 | KI | Applying Logical Constraints to Ontology Matching. | Christian Meilicke, Heiner Stuckenschmidt |
| 2006 | FQAS | Robust Query Processing for Personalized Information Access on the Semantic Web. | Peter Dolog, Heiner Stuckenschmidt, Holger Wache |
| 2005 | IJCAI | A Formal Investigation of Mapping Language for Terminological Knowledge. | Luciano Serafini, Heiner Stuckenschmidt, Holger Wache |
| 2005 | JURIX | The Legal Concepts and the Layman's Terms - Bridging the Gap through Ontology-Based Reasoning about Liability. | Ronny van Laarschot, Wouter Van Steenbergen, Heiner Stuckenschmidt, Arno R. Lodder, Frank van Harmelen |
| 2005 | WISE | Time - Space Trade-Offs in Scaling up RDF Schema Reasoning. | Heiner Stuckenschmidt, Jeen Broekstra |
| 2005 | WISE | Scalable Instance Retrieval for the Semantic Web by Approximation. | Holger Wache, Perry Groot, Heiner Stuckenschmidt |
| 2004 | EKAW | A Topic-Based Browser for Large Online Resources. | Heiner Stuckenschmidt, Anita de Waard, Ravinder Bhogal, Christiaan Fluit, Arjohn Kampman, Jan van Buel, Erik M. van Mulligen, Jeen Broekstra, Ian Crowlesmith, Frank van Harmelen, Tony Scerri |
| 2004 | FQAS | Similarity-Based Query Caching. | Heiner Stuckenschmidt |
| 2004 | WWW | The Drug Ontology Project for Elsevier - An RDF Architecture Enabling Thesaurus-Driven Data Integration. | Jeen Broekstra, Christiaan Fluit, Arjohn Kampman, Frank van Harmelen, Heiner Stuckenschmidt, Ravinder Bhogal, Antony Scerri, Anita de Waard, Erik M. van Mulligen |
| 2004 | WWW | Index structures and algorithms for querying distributed RDF repositories. | Heiner Stuckenschmidt, Richard Vdovjak, Geert-Jan Houben, Jeen Broekstra |
| 2003 | IJCAI | Integrity and Change in Modular Ontologies. | Heiner Stuckenschmidt, Michel C. A. Klein |
| 2003 | WETICE | Ontology-Based Information in Dynamic Environments. | Heiner Stuckenschmidt |
| 2002 | FlAIRS | Learning Structural Classification Rules for Web-Page Categorization. | Heiner Stuckenschmidt, Jens Hartmann, Frank van Harmelen |
| 2002 | FQAS | Approximating Terminological Queries. | Heiner Stuckenschmidt, Frank van Harmelen |
| 2002 | KI | Approximate Information Filtering on the Semantic Web. | Heiner Stuckenschmidt |
| 2001 | FlAIRS | Spatial Reasoning for Information Brokering. | Heiner Stuckenschmidt, Christoph Schlieder, Ubbo Visser, Thomas J. Vgele, Holger Neumann |
| 2001 | IJCAI | Towards Ontology Language Customization. | Heiner Stuckenschmidt |
| 2001 | IJCAI | Ontology-Based Integration of Information - A Survey of Existing Approaches. | Holger Wache, Thomas Vgele, Ubbo Visser, Heiner Stuckenschmidt, Gerhard Schuster, Holger Neumann, Sebastian Hbner |
| 1999 | EKAW | A Flexible Framework for Uncertain Expertise. | Heiner Stuckenschmidt, K. Christoph Ranze |