Karel Crombecq

Publication Activity (10 Years)

Years Active: 2006-2013
Publications (10 Years): 0

Top Topics

Regression Model

Imbalanced Data Classification

Active Learning

Semi Supervised Learning

Top Venues

Publications

Ivo Couckuyt, Dirk Gorissen, Karel Crombecq, Dirk Deschrijver, Tom Dhaene
The SUMO toolbox: A tool for automatic regression modeling and active learning. AFRICON (2013)
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. IEEE Trans. Broadcast. 58 (2) (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)
Karel Crombecq, Eric Laermans, Tom Dhaene
Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling. Eur. J. Oper. Res. 214 (3) (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)
Karel Crombecq, Tom Dhaene
Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods. SEAL (2010)
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)
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, Karel Crombecq, Tom Dhaene
Integrating Gridcomputing and Metamodeling. CCGRID (2006)
Dirk Gorissen, Karel Crombecq, Wouter Hendrickx, Tom Dhaene
Adaptive Distributed Metamodeling. VECPAR (2006)