Ghent University Academic Bibliography

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- Journal Article
Do not sleep on traditional machine learning Simple and interpretable techniques are competitive to deep learning for sleep scoring

Jeroen Van Der Donckt (UGent) , Jonas Van Der Donckt (UGent) , Emiel Deprost (UGent) , Nicolas Vandenbussche (UGent) , Michael Rademaker, Gilles Vandewiele (UGent) and Sofie Van Hoecke (UGent)

(2023) BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 81.
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Plotly-resampler : effective visual analytics for large time series

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

(2022) 2022 IEEE VISUALIZATION CONFERENCE - SHORT PAPERS (VIS). In IEEE Visualization Conference p.21-25
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- Conference Paper
- C3
How your speech responds to stress : the validation of acoustic, prosodic, and semantic speech features in a multi-paradigm stress-induction task

Mitchel Kappen (UGent) , Jonas Van Der Donckt (UGent) , Gert Vanhollebeke (UGent) , Sofie Van Hoecke and Marie-Anne Vanderhasselt (UGent)

(2022) PSYCHOPHYSIOLOGY. 59(Suppl. 1). p.S36-S37
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- Journal Article
- A1
- open access
mBrain : towards the continuous follow-up and headache classification of primary headache disorder patients

Mathias De Brouwer (UGent) , Nicolas Vandenbussche (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Jonas Van Der Donckt (UGent) , Vic Degraeve (UGent) , Jasper Vaneessen (UGent) , Filip De Turck (UGent) , Bruno Volckaert (UGent) , Paul Boon (UGent) , et al.

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).
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- Journal Article
- A1
- open access
Assessing the added value of context during stress detection from wearable data

Marija Stojchevska (UGent) , Bram Steenwinckel (UGent) , Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Annelies Goris, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).
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- Journal Article
- A1
- open access
tsflex : flexible time series processing & feature extraction

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

(2022) SOFTWAREX. 17.
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- Journal Article
- A1
- open access
Acoustic speech features in social comparison : how stress impacts the way you sound

Mitchel Kappen (UGent) , Jonas Van Der Donckt (UGent) , Gert Vanhollebeke (UGent) , Jens Allaert (UGent) , Vicky Degraeve (UGent) , Nilesh Madhu (UGent) , Sofie Van Hoecke (UGent) and Marie-Anne Vanderhasselt (UGent)

(2022) SCIENTIFIC REPORTS. 12(1).
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- Conference Paper
- C1
- open access
From self-reporting to monitoring for improved migraine management

Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Pieter Moens (UGent) , Marija Stojchevska (UGent) , Bram Steenwinckel (UGent) , Stef Pletinck (UGent) , Nicolas Vandenbussche (UGent) , Annelis Goris, Koen Paemeleire (UGent) , Femke Ongenae (UGent) , et al.

(2022) EmP : 1st RADar conference on Engineer meets Physician, Proceedings.
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- Journal Article
- A1
- open access
MIRRA : a modular and cost-effective microclimate monitoring system for real-time remote applications

Olivier Pieters (UGent) , Emiel Deprost (UGent) , Jonas Van Der Donckt (UGent) , Lore Brosens (UGent) , Pieter Sanczuk (UGent) , Pieter Vangansbeke (UGent) , Tom De Swaef (UGent) , Pieter De Frenne (UGent) and Francis wyffels (UGent)

(2021) SENSORS. 21(13).

Academic Bibliography

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

Plotly-resampler : effective visual analytics for large time series

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

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

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

tsflex : flexible time series processing & feature extraction

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

From self-reporting to monitoring for improved migraine management

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

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