Karel Crombecq

Nicolas Staelens, Glenn Van Wallendael, Karel Crombecq, Nick Vercammen, Jan De Cock, Brecht Vermeulen, Rik Van de Walle, Tom Dhaene, Piet Demeester: No-Reference Bitstream-Based Visual Quality Impairment Detection for High Definition H.264/AVC Encoded Video Sequences. TBC 58(2): 187-199 (2012)

Karel Crombecq, Eric Laermans, Tom Dhaene: Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling. European Journal of Operational Research 214(3): 683-696 (2011)

Karel Crombecq, Dirk Gorissen, Dirk Deschrijver, Tom Dhaene: A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments. SIAM J. Scientific Computing 33(4): 1948-1974 (2011)

Dirk Gorissen, Ivo Couckuyt, Piet Demeester, Tom Dhaene, Karel Crombecq: A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design. Journal of Machine Learning Research 11: 2051-2055 (2010)

Karel Crombecq, Tom Dhaene: Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods. SEAL 2010: 80-84

Dirk Gorissen, Luciano De Tommasi, Karel Crombecq, Tom Dhaene: Sequential modeling of a low noise amplifier with neural networks and active learning. Neural Computing and Applications 18(5): 485-494 (2009)

Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene: Pareto-Based Multi-output Model Type Selection. HAIS 2009: 442-449

Karel Crombecq, Dirk Gorissen, Luciano De Tommasi, Tom Dhaene: A Novel Sequential Design Strategy for Global Surrogate Modeling. Winter Simulation Conference 2009: 731-742

Dirk Gorissen, Karel Crombecq, Ivo Couckuyt, Tom Dhaene: Automatic Approximation of Expensive Functions with Active Learning. Foundations of Computational Intelligence (1) 2009: 35-62

Karel Crombecq, Luciano De Tommasi, Dirk Gorissen, Tom Dhaene: A comparison of sequential design methods for RF circuit block modeling. Winter Simulation Conference 2008: 2942

Dirk Gorissen, Wouter Hendrickx, Karel Crombecq, Tom Dhaene: Integrating Gridcomputing and Metamodeling. CCGRID 2006: 185-192

Dirk Gorissen, Karel Crombecq, Wouter Hendrickx, Tom Dhaene: Adaptive Distributed Metamodeling. VECPAR 2006: 579-588