66 citations · 233 across the 14 of their papers we have counts for
16 papers
A Functional Representation of Credit Behavior for Probability of Default Modeling
Jonas Brunholm, Bjarne Højgaard, Thomas D. Nielsen +1
This paper proposes a framework for modeling probability of default via functional data analysis. By representing a series of credit variables as functions, we investigate whether…
Hospitalization Length of Stay Prediction using Patient Event Sequences
Emil Riis Hansen, Thomas Dyhre Nielsen, Thomas Mulvad +3
Predicting patients hospital length of stay (LOS) is essential for improving resource allocation and supporting decision-making in healthcare organizations. This paper proposes a n…
Graph Neural Networks for Microbial Genome Recovery
Andre Lamurias, Alessandro Tibo, Katja Hose +2
Microbes have a profound impact on our health and environment, but our understanding of the diversity and function of microbial communities is severely limited. Through DNA sequenc…
Inducing Gaussian Process Networks
Alessandro Tibo, Thomas Dyhre Nielsen
Gaussian processes (GPs) are powerful but computationally expensive machine learning models, requiring an estimate of the kernel covariance matrix for every prediction. In large an…
UniTE -- The Best of Both Worlds: Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
Travel time or speed estimation are part of many intelligent transportation applications. Existing estimation approaches rely on either function fitting or aggregation and represen…
Learning Safe and Optimal Control Strategies for Storm Water Detention Ponds
Martijn A. Goorden, Kim G. Larsen, Jesper E. Nielsen +3
Storm water detention ponds are used to manage the discharge of rainfall runoff from urban areas to nearby streams. Their purpose is to reduce the hydraulic impact and sediment loa…