Ghent University Academic Bibliography

Journal Article
A1
open access

tsdownsample : high-performance time series downsampling for scalable visualization

Jeroen Van Der Donckt (UGent) , Jonas Van Der Donckt (UGent) and Sofie Van Hoecke (UGent)

(2025) SOFTWAREX. 29.

Data quality strategies in gas metal arc welding production for machine learning applications

Jorge Rodriguez Echeverría (UGent) , Evans Doe Ocansey, Roxana-Maria Holom, Tomasz Piotr Michno, Hannes Hinterbichler, Pauline Meyer-Heye and Sidharta Gautama (UGent)

(2025) DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, SPECIAL SESSIONS I, 21ST INTERNATIONAL CONFERENCE. In Lecture Notes in Networks and Systems 1198. p.83-94

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Robust interactive fixed effects

Kris Boudt (UGent) and Ewoud Heyndels

(2024) ECONOMETRICS AND STATISTICS. 29. p.206-223

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Journal Article
A1
open access

Goats on the move : evaluating machine learning models for goat activity analysis using accelerometer data

Arthur Hollevoet, Timo De Waele (UGent) , Daniel Peralta (UGent) , Frank Tuyttens (UGent) , Eli De Poorter (UGent) and Adnan Shahid (UGent)

(2024) ANIMALS. 14(13).

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Journal Article
A1
open access

ReSurveyEurope : a database of resurveyed vegetation plots in Europe

Ilona Knollova, Milan Chytry, Helge Bruelheide, Stefan Dullinger, Ute Jandt, Markus Bernhardt-Romermann, Idoia Biurrun, Francesco de Bello, Michael Glaser, Stephan Hennekens, et al.

(2024) JOURNAL OF VEGETATION SCIENCE. 35(2).

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Journal Article
A2
open access

Gradients of O-information highlight synergy and redundancy in physiological applications

Tomas Scagliarini, Laura Sparacino, Luca Faes, Daniele Marinazzo (UGent) and Sebastiano Stramaglia

(2024) FRONTIERS IN NETWORK PHYSIOLOGY. 3.

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Journal Article
A1
open access

Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring

Jeroen Van Der Donckt (UGent) , Jonas Van Der Donckt (UGent) , Emiel Deprost (UGent) , Nicolas Vandenbussche (UGent) , Michael Rademaker, Gilles Vandewiele (UGent) and Sofie Van Hoecke (UGent)

(2023) BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 81.

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Conference Paper
P1
open access

MinMaxLTTB : leveraging MinMax-preselection to scale LTTB

Jeroen Van Der Donckt (UGent) , Jonas Van Der Donckt (UGent) , Michaël Rademaker (UGent) and Sofie Van Hoecke (UGent)

(2023) 2023 IEEE Visualization and Visual Analytics (VIS). In IEEE Visualization Conference p.21-25

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Conference Paper
C3
open access

A comparative study of event detection methods in fusion devices with an application to edge-localized modes

Jerome Alhage (UGent) , Casper Haems (UGent) , Mateo Van Damme, Geert Verdoolaege (UGent) and (EUROfusion) JET CONTRIBUTORS*

(2023) 5th IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis, Abstracts.

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Journal Article
A1
open access

Evaluating the impact of COVID-19 countermeasures on alcohol consumption through wastewater-based epidemiology : a case study in Belgium

Tim Boogaerts, Xander Bertels (UGent) , Bram Pussig, Maarten Quireyns, Louis Toebosch, Natan Van Wichelen, Catalina Dumitrascu, Catherina Matheï, Lies Lahousse (UGent) , Bert Aertgeerts, et al.

(2022) ENVIRONMENT INTERNATIONAL. 170.

Academic Bibliography

tsdownsample : high-performance time series downsampling for scalable visualization

Data quality strategies in gas metal arc welding production for machine learning applications

Robust interactive fixed effects

Goats on the move : evaluating machine learning models for goat activity analysis using accelerometer data

ReSurveyEurope : a database of resurveyed vegetation plots in Europe

Gradients of O-information highlight synergy and redundancy in physiological applications

Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring

MinMaxLTTB : leveraging MinMax-preselection to scale LTTB

A comparative study of event detection methods in fusion devices with an application to edge-localized modes

Evaluating the impact of COVID-19 countermeasures on alcohol consumption through wastewater-based epidemiology : a case study in Belgium

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