Publikationen
- . . ‘Unsupervised Estimation of Subjective Content Descriptions in an Information System.’ International Journal of Semantic Computing 1. doi: 10.1142/S1793351X24410034.
- . . ‘ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions.’ In ICSC-24 Proceedings of the 18th IEEE International Conference on Semantic Computing. New York: Wiley-IEEE Computer Society Press. [accepted / in Press (not yet published)]
- . . ‘Colour Passing Revisited: Lifted Model Construction with Commutative Factors.’ In AAAI-24 Proceedings of the 38th AAAI Conference on Artificial Intelligence.: AAAI Press. [accepted / in Press (not yet published)]
- . . ‘An Extended View on Lifting Gaussian Bayesian Networks.’ Artificial Intelligence . [accepted / in Press (not yet published)]
- . . ‘Lifted Causal Inference in Relational Domains.’ In CLeaR-24 Proceedings of the 3rd Conference on Causal Learning and Reasoning.: MLResearchPress. [accepted / in Press (not yet published)]
- . . ‘Unsupervised Estimation of Subjective Content Descriptions.’ In ICSC-23 Proceedings of the 17th IEEE International Conference on Semantic Computing, edited by , 266–273. Laguna Hills: Wiley-IEEE Press. doi: 10.1109/ICSC56153.2023.00052.
- . . ‘LESS is More - LEan Computing for Selective Summaries.’ In Proceedings of the 46th German Conference on Artificial Intelligence, edited by , 1–14. Berlin: Springer. doi: 10.1007/978-3-031-42608-7_1.
- . . DPM: Clustering Sensitive Data through Separation arXiv.
- . „DPM: Clustering Sensitive Data through Separation.“ contributed to the PETS-23 Privacy Enhancing Technologies Symposium, Lausanne, .
- . . ‘On Domain-specific Topic Modelling Using the Case of a Humanities Journal.’ Contributed to the CHAI 2023 3rd Workshop on Humanities-centred AI, co-located with KI 2023, Berlin.
- . . ‘Who did it? Identifying the Most Likely Origins of Events.’ In PGM-22 Proceedings of the 11th International Conference on Probabilistic Graphical Models, edited by , 217–228. digital: Curran Associates.
- . „Estimating Context-Specific Subjective Content Descriptions using BERT.“ contributed to the 16th IEEE International Conference on Semantic Computing, Virtual, .
- . . ‘To Extend or not to Extend? Complementary Documents.’ In ICSC-22 Proceedings of the 16th IEEE International Conference on Semantic Computing, edited by , 17–24. Digital: Wiley-IEEE Press. doi: 10.1109/ICSC52841.2022.00011.
- . . ‘Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model.’ In FLAIRS-35 Proceedings of the 35th International FLAIRS Conference, edited by , 1–6. Digital: Florida Online Journals. doi: 10.32473/flairs.v35i.130682.
- . . ‘Lifted Division for Lifted Hugin Belief Propagation.’ In AISTATS-22 Proceedings of the 25th International Conference on Artificial Intelligence and Statistics, edited by , 6501–6510. Digital: MLResearchPress.
- . . ‘Lifting in Multi-agent Systems under Uncertainty.’ In UAI-22 Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, edited by , 233–243. digital: Curran Associates.
- . . ‘To Extend or not to Extend? Enriching a Corpus with Complementary and Related Documents.’ International Journal of Semantic Computing 16, Nr. 4. doi: 10.1142/S1793351X2240013X.
- . . ‘Explainable and Explorable Decision Support.’ In Proceedings of the 27th International Conference on Conceptual Structures (ICCS 2022), edited by , 99–114. Heidelberg: Springer Nature. doi: 10.1007/978-3-031-16663-1_8.
- . . ‘Using decPOMDPcoms to Holistically Model and Program Nanodevices and Emergent Nanonetworks.’ In NanoCom-22 Proceedings of the 9th ACM International Conference on Nanoscale Computing and Communication 2022, edited by , 1–7. New York: ACM Press. doi: 10.1145/3558583.3558814.
- Graph-Based Representation and Reasoning. Heidelberg: Springer Nature. doi: 10.1007/978-3-031-16663-1. (Eds.): .
- . . ‘A Glimpse into Statistical Relational AI: The Power of Indistinguishability.’ In SUM-22 Proceedings of the 15th International Conference on Scalable Uncertainty Management, edited by , 3–18. Cham: Springer Nature. doi: 10.1007/978-3-031-18843-5_1.
- ‘Special Issue on Conceptual Structures’, edited by . Annals of Mathematics and Artificial Intelligence 90.
- . . ‘Efficient Morphing of Shape-preserving Star Coordinates.’ In 2020 IEEE Pacific Visualization Symposium (PacificVis), 136–145.: IEEE. doi: 10.1109/PacificVis48177.2020.8199. [online first]
- . . ‘Visual ensemble analysis to study the influence of hyper-parameters on training deep neural networks.’ In Machine Learning Methods in Visualisation for Big Data, edited by .: The Eurographics Association. doi: 10.2312/mlvis.20191160.