Ghent University Academic Bibliography

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Multi-target prediction for dummies using two-branch neural networks

Dimitrios Iliadis (UGent) , Bernard De Baets (UGent) and Willem Waegeman (UGent)

(2022) MACHINE LEARNING. 111(2). p.651-684
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Comparing well and geophysical data for temperature monitoring within a Bayesian experimental design framework

Robin Thibaut (UGent) , Nicolas Compaire, Nolwenn Lesparre, Maximilian Ramgraber, Eric Laloy and Thomas Hermans (UGent)

(2022) WATER RESOURCES RESEARCH. 58(11).
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- Journal Article
- A2
- open access
Separating positional noise from neutral alignment in multicomponent statistical shape models

Emmanuel Audenaert (UGent) , Jimmy Van den Eynden (UGent) , DF de Almeida, G Steenackers, D Vandermeulen and P Claes

(2020) BONE REPORTS. 12.
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Multi-target prediction : a unifying view on problems and methods

Willem Waegeman (UGent) , Krzysztof Dembczyński and Eyke Hüllermeier

(2019) DATA MINING AND KNOWLEDGE DISCOVERY. 33(2). p.293-324
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- Journal Article
- A1
- open access
Computational personality recognition in social media

Golnoosh Farnadi (UGent) , Geetha Sitaraman, Shanu Sushmita, Fabio Celli, Michal Kosinski, David Stillwell, Sergio Davalos, Marie-Francine Moens and Martine De Cock (UGent)

(2016) USER MODELING AND USER-ADAPTED INTERACTION. 26(2-3). p.109-142
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- Conference Paper
- C3
A multivariate regression approach to personality impression recognition of vloggers

Golnoosh Farnadi (UGent) , Shanu Sushmita, Geetha Sitaraman, Nhat Ton, Martine De Cock (UGent) and Sergio Davalos

(2014) Computational Personality Recognition, Workshop abstracts.
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- Journal Article
- A1
- open access
Fast and robust bootstrap for multivariate inference: the R package FRB

Stefan Van Aelst (UGent) and Gert Willems (UGent)

(2013) JOURNAL OF STATISTICAL SOFTWARE. 53(3). p.1-32
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- Journal Article
- A1
- open access
Fast robust estimation of prediction error based on resampling

Jafar A Khan, Stefan Van Aelst (UGent) and Ruben H Zamar

(2010) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 54(12). p.3121-3130

Academic Bibliography

Multi-target prediction for dummies using two-branch neural networks

Comparing well and geophysical data for temperature monitoring within a Bayesian experimental design framework

Separating positional noise from neutral alignment in multicomponent statistical shape models

Multi-target prediction : a unifying view on problems and methods

Computational personality recognition in social media

A multivariate regression approach to personality impression recognition of vloggers

Fast and robust bootstrap for multivariate inference: the R package FRB

Fast robust estimation of prediction error based on resampling

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