Research Explorer

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Researcher

Jonas Van Der Donckt

Awards & Distinctions

22 Results

2025

Analysis of free-living daytime movement in patients with migraine with access to acute treatment

Jonas Van Der DoncktNicolas VandenbusscheMathias De BrouwerBram SteenwinckelMarija StojchevskaFemke OngenaeKoen PaemeleireSofie Van Hoecke

A1 Journal Article in JOURNAL OF HEADACHE AND PAIN

From visualization to machine learning : advancing time series analytics on wearable sensor data

Jonas Van Der DoncktSofie Van HoeckeFemke Ongenae

Tracking migraine symptoms : a longitudinal comparison of smartphone-based headache diaries and clinical interviews

Nicolas VandenbusscheJonas Van Der DoncktMathias De BrouwerBram SteenwinckelMarija StojchevskaFemke OngenaeSofie Van HoeckeKoen Paemeleire

A2 Journal Article in NEUROLOGY INTERNATIONAL

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

Marija StojchevskaJonas Van Der DoncktNicolas VandenbusscheMathias De BrouwerKoen PaemeleireFemke OngenaeSofie Van Hoecke

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

tsdownsample : high-performance time series downsampling for scalable visualization

Jeroen Van Der DoncktJonas Van Der DoncktSofie Van Hoecke

A1 Journal Article in SOFTWAREX

2024

Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect : a multi-paradigm study on psychosocial stressors

Mitchel KappenGert VanhollebekeJonas Van Der DoncktSofie Van HoeckeMarie-Anne Vanderhasselt

A1 Journal Article in SCIENTIFIC REPORTS

Ecologically valid speech collection in behavioral research : the Ghent Semi-spontaneous Speech Paradigm (GSSP)

Jonas Van Der DoncktMitchel KappenVicky DegraeveKris DemuynckMarie-Anne VanderhasseltSofie Van Hoecke

A1 Journal Article in BEHAVIOR RESEARCH METHODS

Left-right swapping and upper-lower limb pairing for robust multi-wearable workout activity detection

Jonas Van Der DoncktJeroen Van Der DoncktSofie Van Hoecke

Magnitude and rotation invariant detection of transportation modes with missing data modalities

Jeroen Van Der DoncktJonas Van Der DoncktSofie Van Hoecke

Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches

Jonas Van Der DoncktNicolas VandenbusscheJeroen Van Der DoncktStephanie ChenMarija StojchevskaMathias De BrouwerBram SteenwinckelKoen PaemeleireFemke OngenaeSofie Van Hoecke

A1 Journal Article in SCIENTIFIC REPORTS

Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks

Nicolas VandenbusscheJonas Van Der DoncktMathias De BrouwerBram SteenwinckelMarija StojchevskaFemke OngenaeSofie Van HoeckeKoen Paemeleire

A1 Journal Article in BRAIN AND BEHAVIOR

2023

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

Jeroen Van Der DoncktJonas Van Der DoncktEmiel DeprostNicolas VandenbusscheMichael RademakerGilles VandewieleSofie Van Hoecke

A1 Journal Article in BIOMEDICAL SIGNAL PROCESSING AND CONTROL

MinMaxLTTB : leveraging MinMax-preselection to scale LTTB

Jeroen Van Der DoncktJonas Van Der DoncktMichaël RademakerSofie Van Hoecke

2022

Acoustic speech features in social comparison : how stress impacts the way you sound

Mitchel KappenJonas Van Der DoncktGert VanhollebekeJens AllaertVicky DegraeveNilesh MadhuSofie Van HoeckeMarie-Anne Vanderhasselt

A1 Journal Article in SCIENTIFIC REPORTS

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

Marija StojchevskaBram SteenwinckelJonas Van Der DoncktMathias De BrouwerAnnelies GorisFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

From self-reporting to monitoring for improved migraine management

Jonas Van Der DoncktMathias De BrouwerPieter MoensMarija StojchevskaBram SteenwinckelStef PletinckNicolas VandenbusscheAnnelis GorisKoen PaemeleireFemke Ongenae et al.

How your speech responds to stress : the validation of acoustic, prosodic, and semantic speech features in a multi-paradigm stress-induction task

Mitchel KappenJonas Van Der DoncktGert VanhollebekeSofie Van HoeckeMarie-Anne Vanderhasselt

Plotly-resampler : effective visual analytics for large time series

Jonas Van Der DoncktJeroen Van Der DoncktEmiel DeprostSofie Van Hoecke

Towards knowledge-driven symptom monitoring & trigger detection of primary headache disorders

Mathias De BrouwerNicolas VandenbusscheBram SteenwinckelMarija StojchevskaJonas Van Der DoncktVic DegraeveFilip De TurckKoen PaemeleireSofie Van HoeckeFemke Ongenae

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

Mathias De BrouwerNicolas VandenbusscheBram SteenwinckelMarija StojchevskaJonas Van Der DoncktVic DegraeveJasper VaneessenFilip De TurckBruno VolckaertPaul Boon et al.

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

tsflex : flexible time series processing & feature extraction

Jonas Van Der DoncktJeroen Van Der DoncktEmiel DeprostSofie Van Hoecke

A1 Journal Article in SOFTWAREX

2021

MIRRA : a modular and cost-effective microclimate monitoring system for real-time remote applications

Olivier PietersEmiel DeprostJonas Van Der DoncktLore BrosensPieter SanczukPieter VangansbekeTom De SwaefPieter De FrenneFrancis wyffels

A1 Journal Article in SENSORS