Research Explorer

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Researcher

Jeroen Van Der Donckt

Awards & Distinctions

12 Results

2024

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

2023

Advancing time series data analytics and applied machine learning in healthcare

Jeroen Van Der DoncktSofie Van HoeckeMichaël Rademaker

Data analytics for health and connected care : ontology, knowledge graph and applications

Bram SteenwinckelMathias De BrouwerMarija StojchevskaJeroen Van Der DoncktJelle NelisJoeri RuyssinckJoachim van der HertenKoen CasierJan Van OoteghemPieter Crombez et al.

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

Powershap : a power-full shapley feature selection method

Jarne VerhaegheJeroen Van Der DoncktFemke OngenaeSofie Van Hoecke

2022

Deep learning for effective and efficient reduction of large adaptation spaces in self-adaptive systems

Danny WeynsOmid GheibiFederico QuinJeroen Van Der Donckt

A1 Journal Article in ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS

Plotly-resampler : effective visual analytics for large time series

Jonas Van Der DoncktJeroen Van Der DoncktEmiel DeprostSofie Van Hoecke

PowerShap : a power-full Shapley feature selection method

Jarne VerhaegheJeroen Van Der DoncktFemke OngenaeSofie Van Hoecke

tsflex : flexible time series processing & feature extraction

Jonas Van Der DoncktJeroen Van Der DoncktEmiel DeprostSofie Van Hoecke

A1 Journal Article in SOFTWAREX