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Jonas Van Der Donckt

Orcid: 0000-0003-1440-7410

According to our database¹, Jonas Van Der Donckt authored at least 16 papers between 2020 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

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Links

Online presence:

on orcid.org

On csauthors.net:

Bibliography

2025

Uncovering the potential of smartphones for behavior monitoring during migraine follow-up.

[BibT_eX]

[DOI]

Marija Stojchevska

,

Jonas Van Der Donckt

,

Nicolas Vandenbussche

,

Mathias De Brouwer

,

Koen Paemeleire

,

,

Sofie Van Hoecke

BMC Medical Informatics Decis. Mak., December, 2025

tsdownsample: High-performance time series downsampling for scalable visualization.

[BibT_eX]

[DOI]

Jeroen Van Der Donckt

,

Jonas Van Der Donckt

,

Sofie Van Hoecke

SoftwareX, 2025

2024

Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring.

[BibT_eX]

[DOI]

Jonas Van Der Donckt

,

Nicolas Vandenbussche

,

Jeroen Van Der Donckt

,

,

Marija Stojchevska

,

Mathias De Brouwer

,

Bram Steenwinckel

,

Koen Paemeleire

,

,

Sofie Van Hoecke

CoRR, 2024

Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities.

[BibT_eX]

[DOI]

Jeroen Van Der Donckt

,

Jonas Van Der Donckt

,

Sofie Van Hoecke

Proceedings of the Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2024

Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection.

[BibT_eX]

[DOI]

Jonas Van Der Donckt

,

Jeroen Van Der Donckt

,

Sofie Van Hoecke

Proceedings of the Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2024

2023

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

[BibT_eX]

[DOI]

M. Jeroen Van Der Donckt

,

Jonas Van Der Donckt

,

,

Nicolas Vandenbussche

,

Michaël Rademaker

,

Gilles Vandewiele

,

Sofie Van Hoecke

Biomed. Signal Process. Control., March, 2023

Data Point Selection for Line Chart Visualization: Methodological Assessment and Evidence-Based Guidelines.

[BibT_eX]

[DOI]

Jonas Van Der Donckt

,

M. Jeroen Van Der Donckt

,

Michaël Rademaker

,

Sofie Van Hoecke

CoRR, 2023

MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB.

[BibT_eX]

[DOI]

Jeroen Van Der Donckt

,

Jonas Van Der Donckt

,

Michaël Rademaker

,

Sofie Van Hoecke

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

2022

tsflex: Flexible time series processing & feature extraction.

[BibT_eX]

[DOI]

Jonas Van Der Donckt

,

M. Jeroen Van Der Donckt

,

,

Sofie Van Hoecke

SoftwareX, 2022

Assessing the added value of context during stress detection from wearable data.

[BibT_eX]

[DOI]

Marija Stojchevska

,

Bram Steenwinckel

,

Jonas Van Der Donckt

,

Mathias De Brouwer

,

,

,

Sofie Van Hoecke

,

BMC Medical Informatics Decis. Mak., 2022

mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients.

[BibT_eX]

[DOI]

Mathias De Brouwer

,

Nicolas Vandenbussche

,

Bram Steenwinckel

,

Marija Stojchevska

,

Jonas Van Der Donckt

,

,

Jasper Vaneessen

,

,

Bruno Volckaert

,

,

Koen Paemeleire

,

Sofie Van Hoecke

,

BMC Medical Informatics Decis. Mak., 2022

Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring.

[BibT_eX]

[DOI]

M. Jeroen Van Der Donckt

,

Jonas Van Der Donckt

,

,

Nicolas Vandenbussche

,

Michaël Rademaker

,

Gilles Vandewiele

,

Sofie Van Hoecke

CoRR, 2022

Towards Knowledge-Driven Symptom Monitoring & Trigger Detection of Primary Headache Disorders.

[BibT_eX]

[DOI]

Mathias De Brouwer

,

Nicolas Vandenbussche

,

Bram Steenwinckel

,

Marija Stojchevska

,

Jonas Van Der Donckt

,

,

,

Koen Paemeleire

,

Sofie Van Hoecke

,

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Plotly-Resampler: Effective Visual Analytics for Large Time Series.

[BibT_eX]

[DOI]

Jonas Van Der Donckt

,

Jeroen Van Der Donckt

,

,

Sofie Van Hoecke

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

2021

MIRRA: A Modular and Cost-Effective Microclimate Monitoring System for Real-Time Remote Applications.

[BibT_eX]

[DOI]

Olivier Pieters

,

,

Jonas Van Der Donckt

,

,

,

Pieter Vangansbeke

,

,

Pieter De Frenne

,

Francis Wyffels

Sensors, 2021

2020

Applying deep learning to reduce large adaptation spaces of self-adaptive systems with multiple types of goals.

[BibT_eX]

[DOI]

M. Jeroen Van Der Donckt

,

,

,

Jonas Van Der Donckt

,

Proceedings of the SEAMS '20: IEEE/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, Seoul, Republic of Korea, 29 June, 2020

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