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Tom Dhaene
Tom Dhaene
Ghent University - imec
Geverifieerd e-mailadres voor ugent.be - Homepage
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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
14742015
A surrogate modeling and adaptive sampling toolbox for computer based design
D Gorissen, I Couckuyt, P Demeester, T Dhaene, K Crombecq
Journal of machine learning research.-Cambridge, Mass. 11, 2051-2055, 2010
6422010
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
6182008
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
2632011
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, 575-594, 2014
2542014
Indoor person identification using a low-power FMCW radar
B Vandersmissen, N Knudde, A Jalalvand, I Couckuyt, A Bourdoux, ...
IEEE Transactions on Geoscience and Remote Sensing 56 (7), 3941-3952, 2018
2292018
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
2232018
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
2162011
ooDACE toolbox: a flexible object-oriented Kriging implementation
I Couckuyt, T Dhaene, P Demeester
Journal of Machine Learning Research 15, 3183-3186, 2014
2112014
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
2072007
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
2001992
Comprehensive feature selection for appliance classification in NILM
N Sadeghianpourhamami, J Ruyssinck, D Deschrijver, T Dhaene, ...
Energy and Buildings 151, 98-106, 2017
1862017
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
1632009
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
1562010
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
1482012
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
1442014
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
1272006
Automated sleep apnea detection in raw respiratory signals using long short-term memory neural networks
T Van Steenkiste, W Groenendaal, D Deschrijver, T Dhaene
IEEE journal of biomedical and health informatics 23 (6), 2354-2364, 2018
1242018
Review of polynomial chaos-based methods for uncertainty quantification in modern integrated circuits
A Kaintura, T Dhaene, D Spina
Electronics 7 (3), 30, 2018
1222018
Evolutionary model type selection for global surrogate modeling
D Gorissen, T Dhaene, F De Turck
Journal of Machine Learning Research 10, 2039-2078, 2009
1142009
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Artikelen 1–20