Thomas Dyhre Nielsen

31 papers A* 1B 2Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Data-Driven Shielding of Online Reinforcement Learning: A Stormwater Pond Case Study.
FSEN
Esther Hahyeon Kim, Martijn A. Goorden, Kim Guldstrand Larsen, Thomas Dyhre Nielsen
2024 J jnl
A study on the risk stratification for patients within 24 hours of admission for risk of hospital-acquired urinary tract infection using Bayesian network models.
Health Informatics J.
Rune Sejer Jakobsen, Thomas Dyhre Nielsen, Peter Leutscher, Kristoffer Koch
2024 J jnl
Uncertainty-Aware Temporal Graph Convolutional Network for Traffic Speed Forecasting.
IEEE Trans. Intell. Transp. Syst.
Weizhu Qian, Thomas Dyhre Nielsen, Yan Zhao, Kim Guldstrand Larsen, James Jianqiao Yu
2023 J jnl
Energy Consumption Optimization in Radio Access Networks (ECO-RAN).
CoRR
Anders Mariegaard, Kim G. Larsen, Marco Muñiz, Thomas Dyhre Nielsen
2023 J jnl
Hospitalization Length of Stay Prediction using Patient Event Sequences.
CoRR
Emil Riis Hansen, Thomas Dyhre Nielsen, Thomas Mulvad, Mads Nibe Stausholm, Tomer Sagi, Katja Hose
2023 A* conf
Metagenomic Binning using Connectivity-constrained Variational Autoencoders.
ICML
Andre Lamurias, Alessandro Tibo, Katja Hose, Mads Albertsen, Thomas Dyhre Nielsen
2023 B conf
Patient Event Sequences for Predicting Hospitalization Length of Stay.
AIME
Emil Riis Hansen, Thomas Dyhre Nielsen, Thomas Mulvad, Mads Nibe Stausholm, Tomer Sagi, Katja Hose
2022 J jnl
Graph Neural Networks for Microbial Genome Recovery.
CoRR
Andre Lamurias, Alessandro Tibo, Katja Hose, Mads Albertsen, Thomas Dyhre Nielsen
2022 J jnl
Inducing Gaussian Process Networks.
CoRR
Alessandro Tibo, Thomas Dyhre Nielsen
2022 J jnl
Metagenomic binning with assembly graph embeddings.
Bioinform.
Andre Lamurias, Mantas Sereika, Mads Albertsen, Katja Hose, Thomas Dyhre Nielsen
2022 J jnl
Relational Fusion Networks: Graph Convolutional Networks for Road Networks.
IEEE Trans. Intell. Transp. Syst.
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
2022 J jnl
UniTE - The Best of Both Worlds: Unifying Function-fitting and Aggregation-based Approaches to Travel Time and Travel Speed Estimation.
ACM Trans. Spatial Algorithms Syst.
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
2021 J jnl
Do You Feel the Same? On the Robustness of Cued-Recall Debriefing for User Experience Evaluation.
ACM Trans. Comput. Hum. Interact.
Anders Bruun, Effie Lai-Chong Law, Thomas Dyhre Nielsen, Matthias Heintz
2021 B conf
SolveDB+: SQL-Based Prescriptive Analytics.
EDBT
Laurynas Siksnys, Torben Bach Pedersen, Thomas Dyhre Nielsen, Davide Frazzetto
2021 J jnl
UniTE - The Best of Both Worlds: Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation.
CoRR
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
2020 — ed.
International Conference on Probabilistic Graphical Models, PGM 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Skørping, Denmark.
PGM
Manfred Jaeger, Thomas Dyhre Nielsen
2020 J jnl
Relational Fusion Networks: Graph Convolutional Networks for Road Networks.
CoRR
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
2019 — conf
Graph Convolutional Networks for Road Networks.
SIGSPATIAL/GIS
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
2019 J jnl
Graph Convolutional Networks for Road Networks.
CoRR
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
2019 J jnl
On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network.
CoRR
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
2019 J jnl
Prescriptive analytics: a survey of emerging trends and technologies.
VLDB J.
Davide Frazzetto, Thomas Dyhre Nielsen, Torben Bach Pedersen, Laurynas Siksnys
2018 — conf
Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices.
e-Energy
Davide Frazzetto, Bijay Neupane, Torben Bach Pedersen, Thomas Dyhre Nielsen
2018 J jnl
Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices.
CoRR
Davide Frazzetto, Bijay Neupane, Torben Bach Pedersen, Thomas Dyhre Nielsen
2018 — conf
On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network.
IEEE BigData
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen, Kristian Torp
2014 J jnl
A classification-based approach to monitoring the safety of dynamic systems.
Reliab. Eng. Syst. Saf.
Shengtong Zhong, Helge Langseth, Thomas Dyhre Nielsen
2014 J jnl
Special Issue on PGM-2012.
Int. J. Approx. Reason.
Andrés Cano, Manuel Gómez-Olmedo, Thomas Dyhre Nielsen
2013 J jnl
Probabilistic decision graphs for optimization under uncertainty.
Ann. Oper. Res.
Finn Verner Jensen, Thomas Dyhre Nielsen
2013 — ed.
Twelfth Scandinavian Conference on Artificial Intelligence, SCAI 2013, Aalborg, Denmark, November 20-22, 2013
SCAI
Manfred Jaeger, Thomas Dyhre Nielsen, Paolo Viappiani
2012 J jnl
A latent model for collaborative filtering.
Int. J. Approx. Reason.
Helge Langseth, Thomas Dyhre Nielsen
2012 — conf
Active Learning of Markov Decision Processes for System Verification.
ICMLA (2)
Yingke Chen, Thomas Dyhre Nielsen
2012 — conf
Learning Markov Models for Stationary System Behaviors.
NASA Formal Methods
Yingke Chen, Hua Mao, Manfred Jaeger, Thomas Dyhre Nielsen, Kim Guldstrand Larsen, Brian Nielsen