Publikationen

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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; 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 …
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, …
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 …
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 …
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.
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; 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.