Research Explorer

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Researcher

Jonas Van Der Donckt

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 DoncktJonas Van Der DoncktEmiel DeprostNicolas VandenbusscheMichael RademakerGilles VandewieleSofie Van Hoecke

U Journal Article in BIOMEDICAL SIGNAL PROCESSING AND CONTROL

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

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