Dirk Gorissen
TitleCited byYear
A surrogate modeling and adaptive sampling toolbox for computer based design
D Gorissen, I Couckuyt, P Demeester, T Dhaene, K Crombecq
Journal of Machine Learning Research 11 (Jul), 2051-2055, 2010
4202010
A novel hybrid sequential design strategy for global surrogate modeling of computer experiments
K Crombecq, D Gorissen, D Deschrijver, T Dhaene
SIAM Journal on Scientific Computing 33 (4), 1948-1974, 2011
1152011
A novel sequential design strategy for global surrogate modeling
K Crombecq, L De Tommasi, D Gorissen, T Dhaene
Proceedings of the 2009 winter simulation conference (WSC), 731-742, 2009
1052009
Blind Kriging: Implementation and performance analysis
I Couckuyt, A Forrester, D Gorissen, F De Turck, T Dhaene
Advances in Engineering Software 49, 1-13, 2012
1002012
Evolutionary model type selection for global surrogate modeling
D Gorissen, T Dhaene, FD Turck
Journal of Machine Learning Research 10 (Sep), 2039-2078, 2009
762009
Sequential modeling of a low noise amplifier with neural networks and active learning
D Gorissen, L De Tommasi, K Crombecq, T Dhaene
Neural Computing and Applications 18 (5), 485-494, 2009
722009
Multiobjective global surrogate modeling, dealing with the 5-percent problem
D Gorissen, I Couckuyt, E Laermans, T Dhaene
Engineering with Computers 26 (1), 81-98, 2010
592010
Evolutionary neuro-space mapping technique for modeling of nonlinear microwave devices
D Gorissen, L Zhang, QJ Zhang, T Dhaene
IEEE Transactions on Microwave Theory and Techniques 59 (2), 213-229, 2010
382010
Grid-enabled adaptive surrugate modeling for computer aided engineering
D Gorissen
Ghent University, 2010
382010
Space-filling sequential design strategies for adaptive surrogate modelling
K Crombecq, I Couckuyt, D Gorissen, T Dhaene
The first international conference on soft computing technology in civil …, 2009
362009
Surrogate based sensitivity analysis of process equipment
DW Stephens, D Gorissen, K Crombecq, T Dhaene
Applied Mathematical Modelling 35 (4), 1676-1687, 2011
292011
Automatic model type selection with heterogeneous evolution: An application to rf circuit block modeling
D Gorissen, L De Tommasi, J Croon, T Dhaene
2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on …, 2008
272008
Rf circuit block modeling via kriging surrogates
D Gorissen, L De Tommasi, W Hendrickx, J Croon, T Dhaene
MIKON 2008-17th International Conference on Microwaves, Radar and Wireless …, 2008
262008
Adaptive distributed metamodeling
D Gorissen, K Crombecq, W Hendrickx, T Dhaene
International Conference on High Performance Computing for Computational …, 2006
232006
Heterogeneous evolution of surrogate models
D Gorissen
Master's thesis, Master of AI, Katholieke Universiteit Leuven (KUL), 2007
222007
Automatic surrogate model type selection during the optimization of expensive black-box problems
I Couckuyt, F De Turck, T Dhaene, D Gorissen
Proceedings of the Winter Simulation Conference, 4274-4284, 2011
212011
Grid enabled sequential design and adaptive metamodeling
W Hendrickx, D Gorissen, T Dhaene
Proceedings of the 2006 Winter Simulation Conference, 872-881, 2006
202006
Automatic approximation of expensive functions with active learning
D Gorissen, K Crombecq, I Couckuyt, T Dhaene
Foundations of Computational, Intelligence Volume 1, 35-62, 2009
152009
Value-based decision environment: vision and application
D Gorissen, E Quaranta, M Ferraro, B Schumann, J Schaik, MBI Gisbert, ...
Journal of Aircraft 51 (5), 1360-1372, 2014
142014
An alternative approach to avoid overfitting for surrogate models
HM Nguyen, I Couckuyt, L Knockaert, T Dhaene, D Gorissen, Y Saeys
Proceedings of the Winter Simulation Conference, 2765-2776, 2011
142011
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Articles 1–20