Research Explorer

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Researcher

Jef Jonkers

Publications & Research Data

Awards & Distinctions

5 Results

2026

Calibrated Regression-as-Classification for Probabilistic Forecasting

Jef JonkersGlenn Van WallendaelLuc DuchateauSofie Van Hoecke

Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal prediction

Jef JonkersFrank CoopmanLuc DuchateauGlenn Van WallendaelSofie Van Hoecke

A1 Journal Article in MEDICAL IMAGE ANALYSIS

2025

Landmarker : a toolkit for anatomical landmark localization in 2D/3D images

Jef JonkersLuc DuchateauGlenn Van WallendaelSofie Van Hoecke

A1 Journal Article in SOFTWAREX

2024

A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests

Jef JonkersDiego Nieves AvendanoGlenn Van WallendaelSofie Van Hoecke

A1 Journal Article in APPLIED ENERGY

Conformal predictive systems under covariate shift

Jef JonkersGlenn Van WallendaelLuc DuchateauSofie Van Hoecke