Publications

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1. 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 Artificial Intelligence (KI-2024), September 25-27, Würzburg, Germany, Pages 175-189, Vol. 14992, Springer, 8/2024.

2. 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 1-3, Los Angeles, CA, USA, Pages 827-842, Vol. 236, PMLR, 5/2024.

3. 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 Artificial Intelligence Society, Florida, 5/2024.

4. 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 Biomedical Engineering Systems and Technologies (BIOSTEC-2024), February 21-23, Rome, Italy, Pages 175-184, Vol. 2, ISBN 978-989-758-688-0, SciTePress, 2024.

5. 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, Quebec, Canada, Canadian Artificial Intelligence Association, 6/2023.

6. Alex Winter; Mattis Hartwig; Toralf Kirsten

   Predicting Hospital Length of Stay of Patients Leaving the Emergency Department

   In: Federico Cabitza; Ana Fred; Hugo Gamboa (Hrsg.). Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies - (Volume 5). International Conference on Health Informatics (HEALTHINF-2023), SciTePress, 2023.

7. Melle Mendikowski; Mattis Hartwig

   Creating Customers That Never Existed - Synthesis of E-commerce Data Using CTGAN

   In: ibai - publishing (Hrsg.). Machine Learning and Data Mining in Pattern Recognition. International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM-2022), 18th International Conference on Machine Learning and Data Mining, July 16-21, New York, New York, USA, Pages 91-105, Vol. 284, ISBN 978-3-942952-93-4, Springer, Heidelberg, 7/2022.

8. Achim Peters; Mattis Hartwig; Tobias Spiller

   Obesity and Type 2 Diabetes Mellitus Explained by the Free Energy Principle

   In: Vanessa Era (Hrsg.). Frontiers in Psychology, Vol. 13, Pages 1-11, Frontiers, 6/2022.

9. 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 Journals, 5/2022.

10. Mattis Hartwig; Anjali Bhat; Achim Peters

    How Stress Can Change Our Deepest Preferences: Stress Habituation Explained Using the Free Energy Principle

    In: Gerit Pfuhl (Hrsg.). Frontiers in Psychology, Vol. 13, Pages 1-14, Frontiers, 5/2022.

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