Thomas Dyhre Nielsen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 22

Top Topics

Event Sequences

Emerging Trends

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Weizhu Qian, Thomas Dyhre Nielsen, Yan Zhao, Kim Guldstrand Larsen, James Jianqiao Yu
Uncertainty-Aware Temporal Graph Convolutional Network for Traffic Speed Forecasting. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Rune Sejer Jakobsen, Thomas Dyhre Nielsen, Peter Leutscher, Kristoffer Koch
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. 30 (1) (2024)
Andre Lamurias, Alessandro Tibo, Katja Hose, Mads Albertsen, Thomas Dyhre Nielsen
Metagenomic Binning using Connectivity-constrained Variational Autoencoders. ICML (2023)
Emil Riis Hansen, Thomas Dyhre Nielsen, Thomas Mulvad, Mads Nibe Stausholm, Tomer Sagi, Katja Hose
Hospitalization Length of Stay Prediction using Patient Event Sequences. CoRR (2023)
Emil Riis Hansen, Thomas Dyhre Nielsen, Thomas Mulvad, Mads Nibe Stausholm, Tomer Sagi, Katja Hose
Patient Event Sequences for Predicting Hospitalization Length of Stay. AIME (2023)
Anders Mariegaard, Kim G. Larsen, Marco Muñiz, Thomas Dyhre Nielsen
Energy Consumption Optimization in Radio Access Networks (ECO-RAN). CoRR (2023)
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
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. 8 (4) (2022)
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
Relational Fusion Networks: Graph Convolutional Networks for Road Networks. IEEE Trans. Intell. Transp. Syst. 23 (1) (2022)
Andre Lamurias, Alessandro Tibo, Katja Hose, Mads Albertsen, Thomas Dyhre Nielsen
Graph Neural Networks for Microbial Genome Recovery. CoRR (2022)
Andre Lamurias, Mantas Sereika, Mads Albertsen, Katja Hose, Thomas Dyhre Nielsen
Metagenomic binning with assembly graph embeddings. Bioinform. 38 (19) (2022)
Alessandro Tibo, Thomas Dyhre Nielsen
Inducing Gaussian Process Networks. CoRR (2022)
Anders Bruun, Effie Lai-Chong Law, Thomas Dyhre Nielsen, Matthias Heintz
Do You Feel the Same? On the Robustness of Cued-Recall Debriefing for User Experience Evaluation. ACM Trans. Comput. Hum. Interact. 28 (4) (2021)
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
UniTE - The Best of Both Worlds: Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation. CoRR (2021)
Laurynas Siksnys, Torben Bach Pedersen, Thomas Dyhre Nielsen, Davide Frazzetto
SolveDB+: SQL-Based Prescriptive Analytics. EDBT (2021)
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
Relational Fusion Networks: Graph Convolutional Networks for Road Networks. CoRR (2020)
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
Graph Convolutional Networks for Road Networks. SIGSPATIAL/GIS (2019)
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network. CoRR (2019)
Davide Frazzetto, Thomas Dyhre Nielsen, Torben Bach Pedersen, Laurynas Siksnys
Prescriptive analytics: a survey of emerging trends and technologies. VLDB J. 28 (4) (2019)
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen
Graph Convolutional Networks for Road Networks. CoRR (2019)
Davide Frazzetto, Bijay Neupane, Torben Bach Pedersen, Thomas Dyhre Nielsen
Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices. CoRR (2018)
Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen, Kristian Torp
On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network. IEEE BigData (2018)
Davide Frazzetto, Bijay Neupane, Torben Bach Pedersen, Thomas Dyhre Nielsen
Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices. e-Energy (2018)
Shengtong Zhong, Helge Langseth, Thomas Dyhre Nielsen
A classification-based approach to monitoring the safety of dynamic systems. Reliab. Eng. Syst. Saf. 121 (2014)
Andrés Cano, Manuel Gómez-Olmedo, Thomas Dyhre Nielsen
Special Issue on PGM-2012. Int. J. Approx. Reason. 55 (4) (2014)
Finn Verner Jensen, Thomas Dyhre Nielsen
Probabilistic decision graphs for optimization under uncertainty. Ann. Oper. Res. 204 (1) (2013)
Helge Langseth, Thomas Dyhre Nielsen
A latent model for collaborative filtering. Int. J. Approx. Reason. 53 (4) (2012)
Yingke Chen, Hua Mao, Manfred Jaeger, Thomas Dyhre Nielsen, Kim Guldstrand Larsen, Brian Nielsen
Learning Markov Models for Stationary System Behaviors. NASA Formal Methods (2012)
Yingke Chen, Thomas Dyhre Nielsen
Active Learning of Markov Decision Processes for System Verification. ICMLA (2) (2012)