Tom Dhaene
Tom Dhaene
Ghent University - imec
Verified email at - Homepage
Cited by
Cited by
FlowSOM: Using self‐organizing maps for visualization and interpretation of cytometry data
S Van Gassen, B Callebaut, MJ Van Helden, BN Lambrecht, P Demeester, ...
Cytometry Part A 87 (7), 636-645, 2015
A surrogate modeling and adaptive sampling toolbox for computer based design
D Gorissen, I Couckuyt, P Demeester, T Dhaene, K Crombecq
The Journal of Machine Learning Research 11, 2051-2055, 2010
Macromodeling of multiport systems using a fast implementation of the vector fitting method
D Deschrijver, M Mrozowski, T Dhaene, D De Zutter
IEEE Microwave and wireless components letters 18 (6), 383-385, 2008
Orthonormal vector fitting: A robust macromodeling tool for rational approximation of frequency domain responses
D Deschrijver, B Haegeman, T Dhaene
IEEE Transactions on advanced packaging 30 (2), 216-225, 2007
Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling
K Crombecq, E Laermans, T Dhaene
European Journal of Operational Research 214 (3), 683-696, 2011
Selection of lumped element models for coupled lossy transmission lines
T Dhaene, D De Zutter
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 1992
A novel hybrid sequential design strategy for global surrogate modeling of computer experiments
K Crombecq, D Gorissen, D Deschrijver, T Dhaene
SIAM Journal on Scientific Computing 33 (4), 1948-1974, 2011
Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization
I Couckuyt, D Deschrijver, T Dhaene
Journal of Global Optimization 60 (3), 575-594, 2014
ooDACE toolbox: a flexible object-oriented Kriging implementation
I Couckuyt, T Dhaene, P Demeester
Journal of Machine Learning Research 15, 3183-3186, 2014
A novel sequential design strategy for global surrogate modeling
K Crombecq, L De Tommasi, D Gorissen, T Dhaene
Proceedings of the 2009 winter simulation conference (WSC), 731-742, 2009
Surrogate‐based infill optimization applied to electromagnetic problems
I Couckuyt, F Declercq, T Dhaene, H Rogier, L Knockaert
International Journal of RF and Microwave Computer‐Aided Engineering 20 (5 …, 2010
Blind Kriging: Implementation and performance analysis
I Couckuyt, A Forrester, D Gorissen, F De Turck, T Dhaene
Advances in Engineering Software 49, 1-13, 2012
Efficient multi-objective simulation-driven antenna design using co-kriging
S Koziel, A Bekasiewicz, I Couckuyt, T Dhaene
IEEE Transactions on Antennas and Propagation 62 (11), 5900-5905, 2014
A discussion of" Rational approximation of frequency domain responses by vector fitting"
W Hendrickx, T Dhaene
IEEE Transactions on Power Systems 21 (1), 441-443, 2006
Stochastic modeling-based variability analysis of on-chip interconnects
DV Ginste, D De Zutter, D Deschrijver, T Dhaene, P Manfredi, F Canavero
IEEE Transactions on Components, Packaging and Manufacturing Technology 2 (7 …, 2012
Appliance classification using VI trajectories and convolutional neural networks
L De Baets, J Ruyssinck, C Develder, T Dhaene, D Deschrijver
Energy and Buildings 158, 32-36, 2018
Adaptive CAD-model building algorithm for general planar microwave structures
J De Geest, T Dhaene, N Faché, D De Zutter
IEEE Transactions on microwave theory and techniques 47 (9), 1801-1809, 1999
Comprehensive feature selection for appliance classification in NILM
N Sadeghianpourhamami, J Ruyssinck, D Deschrijver, T Dhaene, ...
Energy and Buildings 151, 98-106, 2017
Evolutionary model type selection for global surrogate modeling
D Gorissen, T Dhaene, F De Turck
Journal of Machine Learning Research 10, 2039-2078, 2009
Advancements in iterative methods for rational approximation in the frequency domain
D Deschrijver, B Gustavsen, T Dhaene
IEEE Transactions on Power Delivery 22 (3), 1633-1642, 2007
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