Ghent University Academic Bibliography

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Your filters: cql: author="Gorissen, Dirk*" or (type exact bookEditor and editor="Gorissen, Dirk*")

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The SUMO toolbox: a tool for automatic regression modeling and active learning

Ivo Couckuyt (UGent) , Dirk Gorissen (UGent) , Karel Crombecq (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2013) Africon. p.1-4
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Blind Kriging: implementation and performance analysis

Ivo Couckuyt (UGent) , A Forrester, Dirk Gorissen (UGent) , Filip De Turck (UGent) and Tom Dhaene (UGent)

(2012) ADVANCES IN ENGINEERING SOFTWARE. 49. p.1-13
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A software framework for automated behavioral modeling of electronic devices

Dirk Gorissen (UGent) , Dirk Deschrijver (UGent) , Tom Dhaene (UGent) and Daniël De Zutter (UGent)

(2012) IEEE MICROWAVE MAGAZINE. 13(6). p.102-118
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Evolutionary neuro-space mapping technique for modeling of nonlinear microwave devices

Dirk Gorissen (UGent) , Lei Zhang, Qi Jun Zhang and Tom Dhaene (UGent)

(2011) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 59(2). p.213-229
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Utilisation of surrogate modelling in self-optimisation methods of gas metal arc welding processes

Uwe Reisgen, Marion Beckers, K Willms, G Buchholz, Dirk Gorissen (UGent) and Tom Dhaene (UGent)

(2011) WELDING AND CUTTING. 10(6). p.382-389
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Avoiding overfitting in surrogate modeling: an alternative approach

Huu Minh Nguyen, Ivo Couckuyt (UGent) , Yvan Saeys (UGent) , Luc Knockaert (UGent) , Tom Dhaene (UGent) and Dirk Gorissen (UGent)

(2011) Proceedings of the twentieth Belgian Dutch conference on machine learning. p.93-94
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Surrogate based sensitivity analysis of process equipment

DW Stephens, Dirk Gorissen (UGent) , Karel Crombecq (UGent) and Tom Dhaene (UGent)

(2011) APPLIED MATHEMATICAL MODELLING. 35(4). p.1676-1687
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A novel hybrid sequential design strategy for global surrogate modeling of computer experiments

Karel Crombecq (UGent) , Dirk Gorissen (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2011) SIAM JOURNAL ON SCIENTIFIC COMPUTING. 33(4). p.1948-1974
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An alternative approach to avoid overfitting for surrogate models

Huu Minh Nguyen, Ivo Couckuyt (UGent) , Luc Knockaert (UGent) , Tom Dhaene (UGent) , Dirk Gorissen and Yvan Saeys (UGent)

(2011) PROCEEDINGS : WINTER SIMULATION CONFERENCE. p.2760-2771
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Automatic surrogate model type selection during the optimization of expensive black-box problems

Ivo Couckuyt (UGent) , Filip De Turck (UGent) , Tom Dhaene (UGent) and Dirk Gorissen

(2011) PROCEEDINGS : WINTER SIMULATION CONFERENCE. p.4269-4279

Academic Bibliography

The SUMO toolbox: a tool for automatic regression modeling and active learning

Blind Kriging: implementation and performance analysis

A software framework for automated behavioral modeling of electronic devices

Evolutionary neuro-space mapping technique for modeling of nonlinear microwave devices

Utilisation of surrogate modelling in self-optimisation methods of gas metal arc welding processes

Avoiding overfitting in surrogate modeling: an alternative approach

Surrogate based sensitivity analysis of process equipment

A novel hybrid sequential design strategy for global surrogate modeling of computer experiments

An alternative approach to avoid overfitting for surrogate models

Automatic surrogate model type selection during the optimization of expensive black-box problems

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