| 2011 | WSC | Automatic surrogate model type selection during the optimization of expensive black-box problems. | Ivo Couckuyt, Filip De Turck, Tom Dhaene, Dirk Gorissen |
| 2011 | WSC | An alternative approach to avoid overfitting for surrogate models. | Huu Minh Nguyen, Ivo Couckuyt, Luc Knockaert, Tom Dhaene, Dirk Gorissen, Yvan Saeys |
| 2009 | AI | Grid-Enabled Adaptive Metamodeling and Active Learning for Computer Based Design. | Dirk Gorissen |
| 2009 | EANN | Pareto-Based Multi-output Metamodeling with Active Learning. | Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene |
| 2009 | HAIS | Pareto-Based Multi-output Model Type Selection. | Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene |
| 2009 | WSC | A Novel Sequential Design Strategy for Global Surrogate Modeling. | Karel Crombecq, Dirk Gorissen, Luciano De Tommasi, Tom Dhaene |
| 2008 | CEC | Automatic model type selection with heterogeneous evolution: An application to RF circuit block modeling. | Dirk Gorissen, Luciano De Tommasi, Jeroen Croon, Tom Dhaene |
| 2008 | WSC | A comparison of sequential design methods for RF circuit block modeling. | Karel Crombecq, Luciano De Tommasi, Dirk Gorissen, Tom Dhaene |
| 2007 | ESANN | Adaptive Global Metamodeling with Neural Networks. | Dirk Gorissen, Wouter Hendrickx, Tom Dhaene |
| 2006 | CCGRID | Integrating Gridcomputing and Metamodeling. | Dirk Gorissen, Wouter Hendrickx, Karel Crombecq, Tom Dhaene |
| 2006 | WSC | Grid enabled sequential design and adaptive metamodeling. | Wouter Hendrickx, Dirk Gorissen, Tom Dhaene |
| 2005 | ICCS | H2O Metacomputing - Jini Lookup and Discovery. | Dirk Gorissen, Gunther Stuer, Kurt Vanmechelen, Jan Broeckhove |