Ghent University Academic Bibliography

Journal Article
A1
open access

Out-of-sample R2 : estimation and inference

Stijn Hawinkel (UGent) , Willem Waegeman (UGent) and Steven Maere (UGent)

(2024) AMERICAN STATISTICIAN. 78(1). p.15-25

Conference Paper
C3
open access

Rapid and non destructive prediction of pork microbial quality using volatolome based artificial neural networks

Linyun Chen (UGent) , Lotta Kuuliala (UGent) , Mariem Somrani Achouri (UGent) , Christophe Walgraeve (UGent) , Kristof Demeestere (UGent) , Bernard De Baets (UGent) and Frank Devlieghere (UGent)

(2023) International Association for Food Protection, Annual meeting, Abstracts.

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Journal Article
A1
open access

On the road : anthropogenic factors drive the invasion risk of a wild solitary bee species

Julia Lanner, Nicolas Dubos, Benoit Geslin, Boris Leroy, Carlos Hernandez-Castellano, Jovana Bila Dubaic, Laura Bortolotti, Joan Diaz Calafat, Aleksandar Cetkovic, Simone Flaminio, et al.

(2022) SCIENCE OF THE TOTAL ENVIRONMENT. 827.

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Journal Article
A1
open access

On estimation and cross–validation of dynamic treatment regimes with competing risks

Pawel Morzywolek (UGent) , Johan Steen (UGent) , Wim Van Biesen (UGent) , Johan Decruyenaere (UGent) and Stijn Vansteelandt (UGent)

(2022) STATISTICS IN MEDICINE. 41(26). p.5258-5275

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Journal Article
A1
open access

Landscape epidemiology of Batrachochytrium salamandrivorans : reconciling data limitations and conservation urgency

Wouter Beukema, Jesse Erens (UGent) , Vanessa Schulz, Gwij Stegen (UGent) , Annemarieke Spitzen- van der Sluijs, Tariq Stark, Arnaud Laudelout, Thierry Kinet, Tom Kirschey, Marie Poulain, et al.

(2021) ECOLOGICAL APPLICATIONS.

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Journal Article
A1
open access

Cold-start problems in data-driven prediction of drug-drug interaction effects

Pieter Dewulf (UGent) , Michiel Stock (UGent) and Bernard De Baets (UGent)

(2021) PHARMACEUTICALS. 14(5).

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Pairwise learning for predicting pollination interactions based on traits and phylogeny

Michiel Stock (UGent) , Niels Piot (UGent) , Sarah Vanbesien, Joris Meys (UGent) , Guy Smagghe (UGent) and Bernard De Baets (UGent)

(2021) ECOLOGICAL MODELLING. 451.

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Algebraic shortcuts for leave-one-out cross-validation in supervised network inference

Michiel Stock (UGent) , Tapio Pahikkala, Antti Airola, Willem Waegeman (UGent) and Bernard De Baets (UGent)

(2020) BRIEFINGS IN BIOINFORMATICS. 21(1). p.262-271

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Journal Article
A1
open access

An introduction to bayesian multilevel models using brms : a case study of gender effects on vowel variability in standard Indonesian

Ladislas Nalborczyk, Cedric Batailler, Helene Loevenbruck, Anne Vilain and Paul-Christian Burkner

(2019) JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH. 62(5). p.1225-1242

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Predicting trait-like individual differences in fear of pain in the healthy state using gray matter volume

Xiaowan Wang, Chris Baeken (UGent) , Mengxia Fang, Jiang Qiu, Hong Chen and Guo-Rong Wu

(2019) BRAIN IMAGING AND BEHAVIOR. 13(5). p.1468-1473

Academic Bibliography

Out-of-sample R2 : estimation and inference

Rapid and non destructive prediction of pork microbial quality using volatolome based artificial neural networks

On the road : anthropogenic factors drive the invasion risk of a wild solitary bee species

On estimation and cross–validation of dynamic treatment regimes with competing risks

Landscape epidemiology of Batrachochytrium salamandrivorans : reconciling data limitations and conservation urgency

Cold-start problems in data-driven prediction of drug-drug interaction effects

Pairwise learning for predicting pollination interactions based on traits and phylogeny

Algebraic shortcuts for leave-one-out cross-validation in supervised network inference

An introduction to bayesian multilevel models using brms : a case study of gender effects on vowel variability in standard Indonesian

Predicting trait-like individual differences in fear of pain in the healthy state using gray matter volume

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