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Researcher
Jonas Van Der Donckt
Profile
Projects
Publications
Activities
Awards & Distinctions
17
Results
2024
Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect : a multi-paradigm study on psychosocial stressors
Mitchel Kappen
Gert Vanhollebeke
Jonas Van Der Donckt
Sofie Van Hoecke
Marie-Anne Vanderhasselt
A1
Journal Article
in
SCIENTIFIC REPORTS
2024
Ecologically valid speech collection in behavioral research : the Ghent Semi-spontaneous Speech Paradigm (GSSP)
Jonas Van Der Donckt
Mitchel Kappen
Vicky Degraeve
Kris Demuynck
Marie-Anne Vanderhasselt
Sofie Van Hoecke
A1
Journal Article
in
BEHAVIOR RESEARCH METHODS
2024
Left-right swapping and upper-lower limb pairing for robust multi-wearable workout activity detection
Jonas Van Der Donckt
Jeroen Van Der Donckt
Sofie Van Hoecke
P1
Conference
2024
Magnitude and rotation invariant detection of transportation modes with missing data modalities
Jeroen Van Der Donckt
Jonas Van Der Donckt
Sofie Van Hoecke
P1
Conference
2024
Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches
Jonas Van Der Donckt
Nicolas Vandenbussche
Jeroen Van Der Donckt
Stephanie Chen
Marija Stojchevska
Mathias De Brouwer
Bram Steenwinckel
Koen Paemeleire
Femke Ongenae
Sofie Van Hoecke
A1
Journal Article
in
SCIENTIFIC REPORTS
2024
Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks
Nicolas Vandenbussche
Jonas Van Der Donckt
Mathias De Brouwer
Bram Steenwinckel
Marija Stojchevska
Femke Ongenae
Sofie Van Hoecke
Koen Paemeleire
A1
Journal Article
in
BRAIN AND BEHAVIOR
2024
2023
Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring
Jeroen Van Der Donckt
Jonas Van Der Donckt
Emiel Deprost
Nicolas Vandenbussche
Michael Rademaker
Gilles Vandewiele
Sofie Van Hoecke
A1
Journal Article
in
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
2023
MinMaxLTTB : leveraging MinMax-preselection to scale LTTB
Jeroen Van Der Donckt
Jonas Van Der Donckt
Michaƫl Rademaker
Sofie Van Hoecke
P1
Conference
2023
2022
Acoustic speech features in social comparison : how stress impacts the way you sound
Mitchel Kappen
Jonas Van Der Donckt
Gert Vanhollebeke
Jens Allaert
Vicky Degraeve
Nilesh Madhu
Sofie Van Hoecke
Marie-Anne Vanderhasselt
A1
Journal Article
in
SCIENTIFIC REPORTS
2022
Assessing the added value of context during stress detection from wearable data
Marija Stojchevska
Bram Steenwinckel
Jonas Van Der Donckt
Mathias De Brouwer
Annelies Goris
Filip De Turck
Sofie Van Hoecke
Femke Ongenae
A1
Journal Article
in
BMC MEDICAL INFORMATICS AND DECISION MAKING
2022
From self-reporting to monitoring for improved migraine management
Jonas Van Der Donckt
Mathias De Brouwer
Pieter Moens
Marija Stojchevska
Bram Steenwinckel
Stef Pletinck
Nicolas Vandenbussche
Annelis Goris
Koen Paemeleire
Femke Ongenae
et al.
C1
Conference
2022
How your speech responds to stress : the validation of acoustic, prosodic, and semantic speech features in a multi-paradigm stress-induction task
Mitchel Kappen
Jonas Van Der Donckt
Gert Vanhollebeke
Sofie Van Hoecke
Marie-Anne Vanderhasselt
C3
Conference
2022
Plotly-resampler : effective visual analytics for large time series
Jonas Van Der Donckt
Jeroen Van Der Donckt
Emiel Deprost
Sofie Van Hoecke
P1
Conference
2022
Towards knowledge-driven symptom monitoring & trigger detection of primary headache disorders
Mathias De Brouwer
Nicolas Vandenbussche
Bram Steenwinckel
Marija Stojchevska
Jonas Van Der Donckt
Vic Degraeve
Filip De Turck
Koen Paemeleire
Sofie Van Hoecke
Femke Ongenae
P1
Conference
2022
mBrain : towards the continuous follow-up and headache classification of primary headache disorder patients
Mathias De Brouwer
Nicolas Vandenbussche
Bram Steenwinckel
Marija Stojchevska
Jonas Van Der Donckt
Vic Degraeve
Jasper Vaneessen
Filip De Turck
Bruno Volckaert
Paul Boon
et al.
A1
Journal Article
in
BMC MEDICAL INFORMATICS AND DECISION MAKING
2022
tsflex : flexible time series processing & feature extraction
Jonas Van Der Donckt
Jeroen Van Der Donckt
Emiel Deprost
Sofie Van Hoecke
A1
Journal Article
in
SOFTWAREX
2022
2021
MIRRA : a modular and cost-effective microclimate monitoring system for real-time remote applications
Olivier Pieters
Emiel Deprost
Jonas Van Der Donckt
Lore Brosens
Pieter Sanczuk
Pieter Vangansbeke
Tom De Swaef
Pieter De Frenne
Francis wyffels
A1
Journal Article
in
SENSORS
2021