Dirk Gorissen

Publication Activity (10 Years)

Years Active: 2005-2021
Publications (10 Years): 1

Top Topics

Problems In Computer Vision

Regression Model

Active Learning

Oracle Database

Top Venues

Digit. Humanit. Q.

Publications

Hazel Wilkinson, James Briggs, Dirk Gorissen
Computer Vision and the Creation of a Database of Printers' Ornaments. Digit. Humanit. Q. 15 (1) (2021)
Ivo Couckuyt, Dirk Gorissen, Karel Crombecq, Dirk Deschrijver, Tom Dhaene
The SUMO toolbox: A tool for automatic regression modeling and active learning. AFRICON (2013)
Ivo Couckuyt, A. Forrester, Dirk Gorissen, Filip De Turck, Tom Dhaene
Blind Kriging: Implementation and performance analysis. Adv. Eng. Softw. 49 (2012)
Karel Crombecq, Dirk Gorissen, Dirk Deschrijver, Tom Dhaene
A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments. SIAM J. Sci. Comput. 33 (4) (2011)
Huu Minh Nguyen, Ivo Couckuyt, Luc Knockaert, Tom Dhaene, Dirk Gorissen, Yvan Saeys
An alternative approach to avoid overfitting for surrogate models. WSC (2011)
Ivo Couckuyt, Filip De Turck, Tom Dhaene, Dirk Gorissen
Automatic surrogate model type selection during the optimization of expensive black-box problems. WSC (2011)
Dirk Gorissen, Ivo Couckuyt, Piet Demeester, Tom Dhaene, Karel Crombecq
A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design. J. Mach. Learn. Res. 11 (2010)
Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene
Multiobjective global surrogate modeling, dealing with the 5-percent problem. Eng. Comput. 26 (1) (2010)
Dirk Gorissen, Tom Dhaene, Filip De Turck
Evolutionary Model Type Selection for Global Surrogate Modeling. J. Mach. Learn. Res. 10 (2009)
Dirk Gorissen, Luciano De Tommasi, Karel Crombecq, Tom Dhaene
Sequential modeling of a low noise amplifier with neural networks and active learning. Neural Comput. Appl. 18 (5) (2009)
Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene
Pareto-Based Multi-output Model Type Selection. HAIS (2009)
Karel Crombecq, Dirk Gorissen, Luciano De Tommasi, Tom Dhaene
A Novel Sequential Design Strategy for Global Surrogate Modeling. WSC (2009)
Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene
Pareto-Based Multi-output Metamodeling with Active Learning. EANN (2009)
Ivo Couckuyt, Dirk Gorissen, Hamed Rouhani, Eric Laermans, Tom Dhaene
Evolutionary Regression Modeling with Active Learning: An Application to Rainfall Runoff Modeling. ICANNGA (2009)
Dirk Gorissen
Grid-Enabled Adaptive Metamodeling and Active Learning for Computer Based Design. Canadian Conference on AI (2009)
Dirk Gorissen, Luciano De Tommasi, Jeroen Croon, Tom Dhaene
Automatic model type selection with heterogeneous evolution: An application to RF circuit block modeling. IEEE Congress on Evolutionary Computation (2008)
Karel Crombecq, Luciano De Tommasi, Dirk Gorissen, Tom Dhaene
A comparison of sequential design methods for RF circuit block modeling. WSC (2008)
Dirk Gorissen, Wouter Hendrickx, Tom Dhaene
Adaptive Global Metamodeling with Neural Networks. ESANN (2007)
Dirk Gorissen, Wouter Hendrickx, Karel Crombecq, Tom Dhaene
Integrating Gridcomputing and Metamodeling. CCGRID (2006)
Dirk Gorissen, Karel Crombecq, Wouter Hendrickx, Tom Dhaene
Adaptive Distributed Metamodeling. VECPAR (2006)
Wouter Hendrickx, Dirk Gorissen, Tom Dhaene
Grid enabled sequential design and adaptive metamodeling. WSC (2006)
Dirk Gorissen, Piotr Wendykier, Dawid Kurzyniec, Vaidy S. Sunderam
Integrating heterogeneous information services using JNDI. IPDPS (2006)
Dirk Gorissen, Gunther Stuer, Kurt Vanmechelen, Jan Broeckhove
H2O Metacomputing - Jini Lookup and Discovery. International Conference on Computational Science (2) (2005)