Dirk Gorissen

According to our database, Dirk Gorissen authored at least 24 papers between 2005 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Computer Vision and the Creation of a Database of Printers' Ornaments.

Hazel Wilkinson, James Briggs, Dirk Gorissen

Digit. Humanit. Q., 2021

2013

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

Ivo Couckuyt, Dirk Gorissen, Karel Crombecq, Dirk Deschrijver, Tom Dhaene

Proceedings of the AFRICON 2013, Pointe aux Piments, Mauritius, September 9-12, 2013, 2013

2012

Blind Kriging: Implementation and performance analysis.

Ivo Couckuyt, A. Forrester, Dirk Gorissen, Filip De Turck, Tom Dhaene

Adv. Eng. Softw., 2012

2011

A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments.

Karel Crombecq, Dirk Gorissen, Dirk Deschrijver, Tom Dhaene

SIAM J. Sci. Comput., 2011

An alternative approach to avoid overfitting for surrogate models.

Huu Minh Nguyen, Ivo Couckuyt, Luc Knockaert, Tom Dhaene, Dirk Gorissen, Yvan Saeys

Proceedings of the Winter Simulation Conference 2011, 2011

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

Ivo Couckuyt, Filip De Turck, Tom Dhaene, Dirk Gorissen

Proceedings of the Winter Simulation Conference 2011, 2011

2010

A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design.

Dirk Gorissen, Ivo Couckuyt, Piet Demeester, Tom Dhaene, Karel Crombecq

J. Mach. Learn. Res., 2010

Multiobjective global surrogate modeling, dealing with the 5-percent problem.

Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene

Eng. Comput., 2010

2009

Automatic Approximation of Expensive Functions with Active Learning.

Dirk Gorissen, Karel Crombecq, Ivo Couckuyt, Tom Dhaene

Proceedings of the Foundations of Computational Intelligence, 2009

Sequential modeling of a low noise amplifier with neural networks and active learning.

Dirk Gorissen, Luciano De Tommasi, Karel Crombecq, Tom Dhaene

Neural Comput. Appl., 2009

Evolutionary Model Type Selection for Global Surrogate Modeling.

Dirk Gorissen, Tom Dhaene, Filip De Turck

J. Mach. Learn. Res., 2009

A Novel Sequential Design Strategy for Global Surrogate Modeling.

Karel Crombecq, Dirk Gorissen, Luciano De Tommasi, Tom Dhaene

Proceedings of the 2009 Winter Simulation Conference, 2009

Evolutionary Regression Modeling with Active Learning: An Application to Rainfall Runoff Modeling.

Ivo Couckuyt, Dirk Gorissen, Hamed Rouhani, Eric Laermans, Tom Dhaene

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Pareto-Based Multi-output Model Type Selection.

Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Pareto-Based Multi-output Metamodeling with Active Learning.

Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene

Proceedings of the Engineering Applications of Neural Networks, 2009

Grid-Enabled Adaptive Metamodeling and Active Learning for Computer Based Design.

Dirk Gorissen

Proceedings of the Advances in Artificial Intelligence, 2009

2008

A comparison of sequential design methods for RF circuit block modeling.

Karel Crombecq, Luciano De Tommasi, Dirk Gorissen, Tom Dhaene

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

Automatic model type selection with heterogeneous evolution: An application to RF circuit block modeling.

Dirk Gorissen, Luciano De Tommasi, Jeroen Croon, Tom Dhaene

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Adaptive Global Metamodeling with Neural Networks.

Dirk Gorissen, Wouter Hendrickx, Tom Dhaene

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006

Grid enabled sequential design and adaptive metamodeling.

Wouter Hendrickx, Dirk Gorissen, Tom Dhaene

Proceedings of the Winter Simulation Conference WSC 2006, 2006

Adaptive Distributed Metamodeling.

Dirk Gorissen, Karel Crombecq, Wouter Hendrickx, Tom Dhaene

Proceedings of the High Performance Computing for Computational Science, 2006

Integrating heterogeneous information services using JNDI.

Dirk Gorissen, Piotr Wendykier, Dawid Kurzyniec, Vaidy S. Sunderam

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Integrating Gridcomputing and Metamodeling.

Dirk Gorissen, Wouter Hendrickx, Karel Crombecq, Tom Dhaene

Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

2005

H2O Metacomputing - Jini Lookup and Discovery.

Dirk Gorissen, Gunther Stuer, Kurt Vanmechelen, Jan Broeckhove

Proceedings of the Computational Science, 2005