Mattis Hartwig

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Emergency Department

Gaussian Processes

Gaussian Mixture Model

Causal Inference

Top Venues

FLAIRS Conference

Publications

Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
Lifted Causal Inference in Relational Domains. CoRR (2024)
Simon Schiff, Sebastian Wolfrum, Ralf Möller, Mattis Hartwig
Using Data Synthesis to Improve Length of Stay Predictions for Patients with Rare Diagnoses. FLAIRS (2024)
Mattis Hartwig, Simon Schiff, Sebastian Wolfrum, Ralf Möller
Aggregating Predicted Individual Hospital Length of Stay to Predict Bed Occupancy for Hospitals. BIOSTEC (2) (2024)
Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
Lifted Causal Inference in Relational Domains. CLeaR (2024)
Mattis Hartwig, Ralf Möller, Tanya Braun
An extended view on lifting Gaussian Bayesian networks. Artif. Intell. 330 (2024)
Johanna Ott, Arthur Ledaguenel, Céline Hudelot, Mattis Hartwig
How to Think About Benchmarking Neurosymbolic AI? NeSy (2023)
Nils Frohwitter, Alessa Hering, Ralf Möller, Mattis Hartwig
Evaluating the Effects of a Priori Deep Learning Image Synthesis on Multi-Modal MR-to-CT Image Registration Performance. HEALTHINF (2023)
Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig
Improved Techniques for Training Tabular GANs Using Cramer's V Statistics. Canadian AI (2023)
Alexander Winter, Mattis Hartwig, Toralf Kirsten
Predicting Hospital Length of Stay of Patients Leaving the Emergency Department. HEALTHINF (2023)
Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Möller
Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model. FLAIRS (2022)
Mattis Hartwig, Tanya Braun, Ralf Möller
Handling Overlaps When Lifting Gaussian Bayesian Networks. IJCAI (2021)
Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller
New Approaches in Ordinal Pattern Representations for Multivariate Time Series. FLAIRS Conference (2020)
Mattis Hartwig, Marisa Mohr, Ralf Möller
Constructing Gaussian Processes for Probabilistic Graphical Models. FLAIRS Conference (2020)
Mattis Hartwig, Ralf Möller
Lifted Query Answering in Gaussian Bayesian Networks. PGM (2020)
Mattis Hartwig, Ralf Möller
How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes? Australasian Conference on Artificial Intelligence (2020)
Mattis Hartwig, Marcel Gehrke, Ralf Möller
Approximate Query Answering in Complex Gaussian Mixture Models. ICBK (2019)
Mattis Hartwig, Olaf Reinhold, Rainer Alt
Privacy Awareness in Mobile Business: How Mobile OS and Apps Support Transparency in the Use of Personal Data. Bled eConference (2016)