Ghent University Academic Bibliography

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Development of an adaptive infill criterion for constrained multi-objective asynchronous surrogate-based optimization

Jolan Wauters (UGent) , Andy Keane and Joris Degroote (UGent)

(2020) JOURNAL OF GLOBAL OPTIMIZATION. 78(1). p.137-160
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- Conference Paper
- P1
- open access
Surrogate modeling for fast experimental assessment of specific absorption rate

Günter Vermeeren (UGent) , Wout Joseph (UGent) and Luc Martens (UGent)

(2019) Uncertainty modeling for engineering applications. In PoliTO Springer Series p.71-87
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Data-efficient sensitivity analysis with surrogate modeling

Tom Van Steenkiste (UGent) , Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2019) Uncertainty modeling for engineering applications. In PoliTO Springer Series p.55-69
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ALBATROS : adaptive line-based sampling trajectories for sequential measurements

Tom Van Steenkiste (UGent) , Joachim van der Herten (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2019) ENGINEERING WITH COMPUTERS. 35(2). p.537-550
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Surrogate modeling based cognitive decision engine for optimization of WLAN performance

David Plets (UGent) , Krishnan Chemmangat, Dirk Deschrijver (UGent) , Michael Mehari (UGent) , Selvakumar Ulaganathan (UGent) , Mostafa Pakparvar, Tom Dhaene (UGent) , Jeroen Hoebeke (UGent) , Ingrid Moerman (UGent) and Emmeric Tanghe (UGent)

(2017) WIRELESS NETWORKS. 23(8). p.2347-2359
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Adaptive classification under computational budget constraints using sequential data gathering

Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2016) ADVANCES IN ENGINEERING SOFTWARE. 99. p.137-146
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Cost-efficient modeling of antenna structures using Gradient Enhanced Kriging

Selvakumar Ulaganathan (UGent) , S Koziel, A Bekasiewicz, Ivo Couckuyt (UGent) , Eric Laermans (UGent) and Tom Dhaene (UGent)

(2015) 2015 LOUGHBOROUGH ANTENNAS & PROPAGATION CONFERENCE (LAPC). p.1-5
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Efficient global optimization of multi-parameter network problems on wireless testbeds

Michael Mehari (UGent) , Eli De Poorter (UGent) , Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) , Jono Vanhie-Van Gerwen (UGent) , Daan Pareit (UGent) , Tom Dhaene (UGent) and Ingrid Moerman (UGent)

(2015) AD HOC NETWORKS. 29. p.15-31
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Multi-objective design of antenna structures using variable-fidelity EM simulations and co-kriging

S Koziel, S Ogurtsov, Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2014) Proceedings of the European Conference on Antennas and Propagation. p.2884-2886
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ooDACE toolbox: a flexible object-oriented Kriging implementation

Ivo Couckuyt (UGent) , Tom Dhaene (UGent) and Piet Demeester (UGent)

(2014) JOURNAL OF MACHINE LEARNING RESEARCH. 15. p.3183-3186

Academic Bibliography

Development of an adaptive infill criterion for constrained multi-objective asynchronous surrogate-based optimization

Surrogate modeling for fast experimental assessment of specific absorption rate

Data-efficient sensitivity analysis with surrogate modeling

ALBATROS : adaptive line-based sampling trajectories for sequential measurements

Surrogate modeling based cognitive decision engine for optimization of WLAN performance

Adaptive classification under computational budget constraints using sequential data gathering

Cost-efficient modeling of antenna structures using Gradient Enhanced Kriging

Efficient global optimization of multi-parameter network problems on wireless testbeds

Multi-objective design of antenna structures using variable-fidelity EM simulations and co-kriging

ooDACE toolbox: a flexible object-oriented Kriging implementation

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