Thomas Dyhre Nielsen

Thomas Dyhre Nielsen

Aalborg Universitet

H-index: 27

Europe-Denmark

About Thomas Dyhre Nielsen

Thomas Dyhre Nielsen, With an exceptional h-index of 27 and a recent h-index of 16 (since 2020), a distinguished researcher at Aalborg Universitet, specializes in the field of Machine learning, data mining, Bayesian networks, influence diagrams.

His recent articles reflect a diverse array of research interests and contributions to the field:

Uncertainty-Aware Temporal Graph Convolutional Network for Traffic Speed Forecasting

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

Energy Consumption Optimization in Radio Access Networks (ECO-RAN)

A machine learning-guided strategy for replacement of peripheral venous catheters in the prevention of hospital-acquired bacteremia: A comparative cost-effectiveness analysis

Clinical explainable machine learning models for early identification of patients at risk of hospital-acquired urinary tract infection

Guaranteed safe controller synthesis for switched systems using analytical solutions*

Hospitalization Length of Stay Prediction using Patient Event Sequences

Metagenomic binning using connectivity-constrained variational autoencoders

Thomas Dyhre Nielsen Information

University

Position

___

Citations(all)

9722

Citations(since 2020)

2307

Cited By

8346

hIndex(all)

27

hIndex(since 2020)

16

i10Index(all)

58

i10Index(since 2020)

34

Email

University Profile Page

Aalborg Universitet

Google Scholar

View Google Scholar Profile

Thomas Dyhre Nielsen Skills & Research Interests

Machine learning

data mining

Bayesian networks

influence diagrams

Top articles of Thomas Dyhre Nielsen

Title

Journal

Author(s)

Publication Date

Uncertainty-Aware Temporal Graph Convolutional Network for Traffic Speed Forecasting

IEEE Transactions on Intelligent Transportation Systems

Weizhu Qian

Thomas Dyhre Nielsen

Yan Zhao

Kim Guldstrand Larsen

James Jianqiao Yu

2024/3/1

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 Journal

Rune Sejer Jakobsen

Thomas Dyhre Nielsen

Peter Leutscher

Kristoffer Koch

2024/2/29

Energy Consumption Optimization in Radio Access Networks (ECO-RAN)

arXiv preprint arXiv:2304.00277

Anders Mariegaard

Kim G Larsen

Marco Muniz

Thomas Dyhre Nielsen

2023/4/1

A machine learning-guided strategy for replacement of peripheral venous catheters in the prevention of hospital-acquired bacteremia: A comparative cost-effectiveness analysis

Rune Jakobsen

Thomas Nielsen

Jakob Christensen

Peter Leutscher

Sabrina Sørensen

...

2023/8/23

Clinical explainable machine learning models for early identification of patients at risk of hospital-acquired urinary tract infection

Journal of Hospital Infection

Rune Sejer Jakobsen

Thomas Dyhre Nielsen

Peter Leutscher

Kristoffer Koch

2023/3/31

Guaranteed safe controller synthesis for switched systems using analytical solutions*

Martijn A Goorden

Kim G Larsen

Jesper E Nielsen

Thomas D Nielsen

Weizhu Qian

...

2023/8/16

Hospitalization Length of Stay Prediction using Patient Event Sequences

arXiv preprint arXiv:2303.11042

Emil Riis Hansen

Thomas Dyhre Nielsen

Thomas Mulvad

Mads Nibe Strausholm

Tomer Sagi

...

2023/3/20

Metagenomic binning using connectivity-constrained variational autoencoders

Andre Lamurias

Alessandro Tibo

Katja Hose

Mads Albertsen

Thomas Dyhre Nielsen

2023/7/3

Graph Neural Networks for Metagenomic Binning

Andre Lamurias

Alessandro Tibo

Katja Hose

Mads Albertsen

Thomas Dyhre Nielsen

2023

Determine stormwater pond geometrics and hydraulics using remote sensing technologies: A comparison between airborne-LiDAR and UAV-photogrammetry field validation against RTK-GNSS

Journal of Hydroinformatics

Guohan Zhao

Michael R Rasmussen

Kim G Larsen

Jiri Srba

Thomas D Nielsen

...

2023/7/1

Patient event sequences for predicting hospitalization length of stay

Emil Riis Hansen

Thomas Dyhre Nielsen

Thomas Mulvad

Mads Nibe Strausholm

Tomer Sagi

...

2023/6/5

Compositional Control Synthesis for Water Management System

Esther Hahyeon Kim

Kim Guldstrand Larsen

Martijn A Goorden

Thomas D Nielsen

2023/11/10

Controlling Stormwater Detention Ponds under Partial Observability

Esther Hahyeon Kim

Thomas Dyhre Nielsen

Kim Guldstrand Larsen

Martijn Goorden

2022/11/2

UniTE—The Best of Both Worlds: Unifying Function-fitting and Aggregation-based Approaches to Travel Time and Travel Speed Estimation

ACM Transactions on Spatial Algorithms and Systems

Tobias Skovgaard Jepsen

Christian S Jensen

Thomas Dyhre Nielsen

2022/11/2

Metagenomic binning with assembly graph embeddings

Bioinformatics

Andre Lamurias

Mantas Sereika

Mads Albertsen

Katja Hose

Thomas Dyhre Nielsen

2022/10/1

A Reparameterization of Mixtures of Truncated Basis Functions and its Applications

Antonio Salmerón

Helge Langseth

Andrés Masegosa

Thomas D Nielsen

2022/9/19

Graph Neural Networks for Microbial Genome Recovery

arXiv preprint arXiv:2204.12270

Andre Lamurias

Alessandro Tibo

Katja Hose

Mads Albertsen

Thomas Dyhre Nielsen

2022/4/26

Sleep classification using Consumer Sleep Technologies and AI: A review of the current landscape

Shagen Djanian

Anders Bruun

Thomas Dyhre Nielsen

2022/9/22

Inducing gaussian process networks

arXiv preprint arXiv:2204.09889

Alessandro Tibo

Thomas Dyhre Nielsen

2022/4/21

WRITTEN AND VISUAL EXPRESSIONS OF AUTHORITY OF FEMALE MONASTIC INSTITUTIONS IN MEDIEVAL LIVONIA: 13TH TO 15TH CENTURIES

Петербургские славянские и балканские исследования

Gregory Leighton

2021

See List of Professors in Thomas Dyhre Nielsen University(Aalborg Universitet)

Co-Authors

H-index: 85
Kim G. Larsen

Kim G. Larsen

Aalborg Universitet

H-index: 42
Prakash P. Shenoy

Prakash P. Shenoy

University of Kansas

H-index: 30
Helge Langseth

Helge Langseth

Norges teknisk-naturvitenskaplige universitet

H-index: 27
Antonio Salmerón

Antonio Salmerón

Universidad de Almería

H-index: 26
Jose Miguel Puerta (ORCID:0000-0002-9164-5191)

Jose Miguel Puerta (ORCID:0000-0002-9164-5191)

Universidad de Castilla-La Mancha

H-index: 24
Manfred Jaeger

Manfred Jaeger

Aalborg Universitet

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