Heiner Stuckenschmidt
65 publications
19 venues
H Index 28
Affiliation
University of Mannheim, GermanyLinks
DBLPGoogle Scholar
Twitter- http://dws.informatik.uni-mannheim.de/en/people/professors/profdrheinerstuckenschmidt/
- https://mathscinet.ams.org/mathscinet/MRAuthorID/750709
- https://orcid.org/0000-0002-0209-3859
- https://www.wikidata.org/entity/Q38721681
- http://isni.org/isni/0000000116095903
- https://id.loc.gov/authorities/names/n2003091215
- https://d-nb.info/gnd/124274242
| Name | Venue | Year | citations |
|---|---|---|---|
Causal Graphs and Fairness in Machine Learning: Addressing Practical Challenges in Causal Fairness Evaluation.
|
JAIR | 2025 | 0 |
| Training-Free Score Calibration for Complex Query Decomposition.
|
ESWC | 2025 | 1 |
| Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization.
|
ICLR | 2025 | 0 |
| RAISE the Bar: Restriction of Action Spaces for Improved Social Welfare and Equity in Traffic Management.
|
AAMAS | 2024 | 2 |
| History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting.
|
IJCAI | 2024 | 12 |
| Fact Probability Vector Based Goal Recognition.
|
ECAI | 2024 | 0 |
| TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs.
|
NIPS/NeurIPS | 2024 | 24 |
| PyClause - Simple and Efficient Rule Handling for Knowledge Graphs.
|
IJCAI | 2024 | 4 |
| A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data.
|
NIPS/NeurIPS | 2024 | 13 |
| Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods.
|
IJCAI | 2024 | 0 |
| GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent.
|
AAAI | 2024 | 0 |
| GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data.
|
ICLR | 2024 | 0 |
| Explaining neural networks without access to training data.
|
MLJ | 2024 | 0 |
| Outlying Aspect Mining via Sum-Product Networks.
|
PAKDD | 2023 | 1 |
| Towards Utilitarian Online Learning - A Review of Online Algorithms in Open Feature Space.
|
IJCAI | 2023 | 14 |
| Learning Disentangled Discrete Representations.
|
ECML/PKDD | 2023 | 2 |
| Activity Recommendation for Business Process Modeling with Pre-trained Language Models.
|
ESWC | 2023 | 6 |
| Rule-based Knowledge Graph Completion with Canonical Models.
|
CIKM | 2023 | 11 |
| Online Random Feature Forests for Learning in Varying Feature Spaces.
|
AAAI | 2023 | 16 |
| Comparing Apples and Oranges? On the Evaluation of Methods for Temporal Knowledge Graph Forecasting.
|
ECML/PKDD | 2023 | 20 |
| Supervised Knowledge Aggregation for Knowledge Graph Completion.
|
ESWC | 2022 | 11 |
| Adversarial Explanations for Knowledge Graph Embeddings.
|
IJCAI | 2022 | 23 |
| Exchangeability-Aware Sum-Product Networks.
|
IJCAI | 2022 | 0 |
| Come hither or go away? Recognising pre-electoral coalition signals in the news.
|
EMNLP | 2021 | 1 |
| Unsupervised stance detection for arguments from consequences.
|
EMNLP | 2020 | 29 |
| A Spreading Activation Framework for Tracking Conceptual Complexity of Texts.
|
ACL | 2019 | 10 |
| Anytime Bottom-Up Rule Learning for Knowledge Graph Completion.
|
IJCAI | 2019 | 235 |
| PRoFET: Predicting the Risk of Firms from Event Transcripts.
|
IJCAI | 2019 | 21 |
| Leveraging Graph Neighborhoods for Efficient Inference.
|
CIKM | 2019 | 0 |
| Fine-Grained Evaluation of Rule- and Embedding-Based Systems for Knowledge Graph Completion.
|
ISWC | 2018 | 217 |
| Towards Partition-Aware Lifted Inference.
|
CIKM | 2018 | 0 |
| Marrying Uncertainty and Time in Knowledge Graphs.
|
AAAI | 2017 | 64 |
| Automatic Assessment of Absolute Sentence Complexity.
|
IJCAI | 2017 | 21 |
| Automated Fine-Grained Trust Assessment in Federated Knowledge Bases.
|
ISWC | 2017 | 2 |
| Sentence Alignment Methods for Improving Text Simplification Systems.
|
ACL | 2017 | 26 |
| Unsupervised recognition of interleaved activities of daily living through ontological and probabilistic reasoning.
|
UbiComp | 2016 | 96 |
| Schema-Based Debugging of Federated Data Sources.
|
ECAI | 2016 | 6 |
| Markov Logic Networks with Numerical Constraints.
|
ECAI | 2016 | 20 |
| Group Decision Making via Probabilistic Belief Merging.
|
IJCAI | 2016 | 6 |
| Fast Approximate A-Box Consistency Checking Using Machine Learning.
|
ESWC | 2016 | 30 |
| Towards Decision Making via Expressive Probabilistic Ontologies.
|
ADT | 2015 | 5 |
| Enriching Structured Knowledge with Open Information.
|
WWW | 2015 | 42 |
| On the Status of Experimental Research on the Semantic Web.
|
ISWC | 2013 | 2 |
| A probabilistic ontological framework for the recognition of multilevel human activities.
|
UbiComp | 2013 | 109 |
| RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models.
|
AAAI | 2013 | 105 |
| Benchmarking Matching Applications on the Semantic Web.
|
ESWC | 2011 | 36 |
| Fine-Grained Sentiment Analysis with Structural Features.
|
IJCNLP | 2011 | 156 |
| Log-Linear Description Logics.
|
IJCAI | 2011 | 71 |
| Leveraging Terminological Structure for Object Reconciliation.
|
ESWC | 2010 | 99 |
| A Probabilistic-Logical Framework for Ontology Matching.
|
AAAI | 2010 | 90 |
| A Reasoning-Based Support Tool for Ontology Mapping Evaluation.
|
ESWC | 2009 | 20 |
| Improving Ontology Matching Using Meta-level Learning.
|
ESWC | 2009 | 75 |
| Supporting Manual Mapping Revision using Logical Reasoning.
|
AAAI | 2008 | 36 |
| Repairing Ontology Mappings.
|
AAAI | 2007 | 148 |
| A Study in Empirical and 'Casuistic' Analysis of Ontology Mapping Results.
|
ESWC | 2007 | 30 |
| Partial Matchmaking using Approximate Subsumption.
|
AAAI | 2007 | 30 |
| Toward Multi-viewpoint Reasoning with OWL Ontologies.
|
ESWC | 2006 | 28 |
| A Framework for Handling Inconsistency in Changing Ontologies.
|
ISWC | 2005 | 261 |
| A Formal Investigation of Mapping Language for Terminological Knowledge.
|
IJCAI | 2005 | 52 |
| Approximating Description Logic Classification for Semantic Web Reasoning.
|
ESWC | 2005 | 53 |
| Reasoning with Multi-version Ontologies: A Temporal Logic Approach.
|
ISWC | 2005 | 92 |
| Structure-Based Partitioning of Large Concept Hierarchies.
|
ISWC | 2004 | 243 |
| Index structures and algorithms for querying distributed RDF repositories.
|
WWW | 2004 | 126 |
| C-OWL: Contextualizing Ontologies.
|
ISWC | 2003 | 539 |
| Integrity and Change in Modular Ontologies.
|
IJCAI | 2003 | 107 |