Ghent University Academic Bibliography

PhD Thesis
open access

Fault detection and process monitoring on Industry 4.0 production lines using time series analysis

Colin Soete (UGent)

(2026)

Journal Article
A1
open access

Dissecting spectral granger causality through partial information decomposition

Luca Faes, Gorana Mijatovic, Riccardo Pernice, Salvatore Spaccaforno, Daniele Marinazzo (UGent) , Sebastiano Stramaglia and Yuri Antonacci

(2026) IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING.

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Journal Article
A1
open access

Large seasonal and inter-annual variability in lipid biomarker fluxes : unique records of 4.5 years of monthly sediment-trap data from a tropical lake

J.S. Sinninghe Damsté, L.G.J. van Bree, J. Lattaud, P. de Regt, Christine Cocquyt (UGent) , A.J. Baxter, J.W. de Leeuw, Dirk Verschuren (UGent) and F. Peterse

(2026) GEOCHIMICA ET COSMOCHIMICA ACTA. 424. p.15-29

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Constraint-based reliability estimation in sparse and irregular time series

Toon Boeckling (UGent) , Janne Cools (UGent) , Antoon Bronselaer (UGent) , Guy De Tré (UGent) , Mieke Deschepper (UGent) and Kirsten Colpaert (UGent)

(2026) INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, IPMU 2026, PT II. In Communications in Computer and Information Science 3020. p.407-421

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Conference Paper
P1
open access

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

Jorge Iván Rodríguez 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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Journal Article
A1
open access

tsdownsample : high-performance time series downsampling for scalable visualization

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

(2025) SOFTWAREX. 29.

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Conference Paper
P1
open access

Generalization of graph neural network models for distribution grid fault detection

Burak Karabulut (UGent) , Carlo Manna and Chris Develder (UGent)

(2025) 2025 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CONTROL, AND COMPUTING TECHNOLOGIES FOR SMART GRIDS, SMARTGRIDCOMM. In International Conference on Smart Grid Communications p.1-7

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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
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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Robust interactive fixed effects

Kris Boudt (UGent) and Ewoud Heyndels

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

Academic Bibliography

Fault detection and process monitoring on Industry 4.0 production lines using time series analysis

Dissecting spectral granger causality through partial information decomposition

Large seasonal and inter-annual variability in lipid biomarker fluxes : unique records of 4.5 years of monthly sediment-trap data from a tropical lake

Constraint-based reliability estimation in sparse and irregular time series

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

tsdownsample : high-performance time series downsampling for scalable visualization

Generalization of graph neural network models for distribution grid fault detection

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

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

Robust interactive fixed effects

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