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Researcher
Jonas Van Der Donckt
Profile
Projects
Publications
Activities
Awards & Distinctions
9
Results
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
U
Journal Article
in
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
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
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