Marcel Gehrke

Proceedings of the Workshop on Humanities-Centred Artificial Intelligence co-located with 46th German Conference on Artificial Intelligence, September 26, 2023

2022

Taming exact inference in temporal probabilistic relational models.

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PhD thesis, 2022

Lifting in multi-agent systems under uncertainty.

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Proceedings of the Uncertainty in Artificial Intelligence, 2022

Who did it? Identifying the Most Likely Origins of Events.

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Proceedings of the International Conference on Probabilistic Graphical Models, 2022

Explainable and Explorable Decision Support.

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Proceedings of the Graph-Based Representation and Reasoning, 2022

2021

Identifying and Translating Subjective Content Descriptions Among Texts.

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Int. J. Semantic Comput., 2021

On the Completeness and Complexity of the Lifted Dynamic Junction Tree Algorithm.

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CoRR, 2021

Identifying Subjective Content Descriptions among Texts.

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Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021

Concept Drift Detection in Dynamic Probabilistic Relational Models.

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Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

Dynamic Domain Sizes in Temporal Probabilistic Relational Models.

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Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

2020

Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping.

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Proceedings of the International Conference on Probabilistic Graphical Models, 2020

Restricting the Maximum Number of Actions for Decision Support Under Uncertainty.

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Simon Polovina

Proceedings of the Ontologies and Concepts in Mind and Machine, 2020

Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging.

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Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Taming Reasoning in Temporal Probabilistic Relational Models.

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[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Lifted Temporal Most Probable Explanation.

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Proceedings of the Graph-Based Representation and Reasoning, 2019

Approximate Query Answering in Complex Gaussian Mixture Models.

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Mattis Hartwig

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

Which Patient to Treat Next? Probabilistic Stream-Based Reasoning for Decision Support and Monitoring.

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Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

Relational Forward Backward Algorithm for Multiple Queries.

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Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Efficient Multiple Query Answering in Switched Probabilistic Relational Models.

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Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

Lifted Temporal Maximum Expected Utility.

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Proceedings of the Advances in Artificial Intelligence, 2019

Uncertain Evidence for Probabilistic Relational Models.

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Proceedings of the Advances in Artificial Intelligence, 2019

2018

Answering Hindsight Queries with Lifted Dynamic Junction Trees.

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CoRR, 2018

Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm.

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Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

Lifted Maximum Expected Utility.

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Proceedings of the Artificial Intelligence in Health - First International Workshop, 2018

Towards lifted maximum expected utility.

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Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

Lifted Dynamic Junction Tree Algorithm.

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Proceedings of the Graph-Based Representation and Reasoning, 2018

Efficient Enriching of Synthesized Relational Patient Data with Time Series Data.

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Simon Schiff

Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm.

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Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree Algorithm.

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