Publications

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Robert Simon Schiff; Sebastian Wolfrum; Ralf Möller; Mattis Hartwig
Using Data Synthesis to Improve Length of Stay Predictions for Patients with Rare Diagnoses
In: The International FLAIRS Conference Proceedings, Vol. 37 (2024) - Special Track: AI in Healthcare Informatics, No. 1, Pages 1-8, The Florida …
Malte Luttermann; Tanya Braun; Ralf Möller; Marcel Gehrke
Colour Passing Revisited: Lifted Model Construction with Commutative Factors
In: Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2024), February …
Malte Luttermann; Mattis Hartwig; Tanya Braun; Ralf Möller; Marcel Gehrke
Lifted Causal Inference in Relational Domains
In: Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24). Conference on Causal Learning and Reasoning (CLeaR-2024), April …
Mattis Hartwig; Robert Simon Schiff; Sebastian Wolfrum; Ralf Möller
Aggregating Predicted Individual Hospital Length of Stay to Predict Bed Occupancy for Hospitals
In: Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies. International Joint Conference on …
Malte Luttermann; Ralf Möller; Mattis Hartwig
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models
In: Andreas Hotho; Sebastian Rudolph (Hrsg.). Proceedings of the Forty-Seventh German Conference on Artificial Intelligence. German Conference on …
Melle Mendikowski; Benjamin Schindler; Thomas Schmid; Ralf Möller; Mattis Hartwig (Hrsg.)
Improved Techniques for Training Tabular GANs Using Cramer´s V Statistics
Canadian Conference on Artificial Intelligence (AI-2023), located at The 36th Canadian Conference on Artificial Intelligence, June 5-9, Montreal, …
Malte Luttermann; Ralf Möller; Marcel Gehrke
Lifting Factor Graphs with Some Unknown Factors
In: Zied Bouraoui; Said Jabbour; Srdjan Vesic (Hrsg.). Proceedings of the Seventeenth European Conference on Symbolic and Quantitative Approaches to …
Mareike Stender; Mattis Hartwig; Tanya Braun; Ralf Möller
Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model
In: Proceedings of FLAIRS-35. International FLAIRS Conference (FLAIRS-35), May 15-18, Florida, FL, USA, Page 6, Vol. 35 (2022), Florida Online …
Mattis Hartwig; Tanya Braun; Ralf Möller
Handling Overlaps When Lifting Gaussian Bayesian Networks
In: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021). International Joint Conference on Artificial …
Mareike Stender; Jan Graßhoff; Tanya Braun; Ralf Möller; Philipp Rostalski
A Hybrid Factor Graph Model for Biomedical Activity Detection
In: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (IEEE BHI 2021). IEEE-EMBS International Conference on …