| 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 | 1750 | 2015 |
| 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 | 673 | 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 | 656 | 2008 |
| 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 | 285 | 2014 |
| 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 | 280 | 2011 |
| 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 | 269 | 2018 |
| 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 | 248 | 2018 |
| 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 | 237 | 2011 |
| ooDACE toolbox: a flexible object-oriented Kriging implementation I Couckuyt, T Dhaene, P Demeester Journal of Machine Learning Research 15, 3183-3186, 2014 | 226 | 2014 |
| 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 | 213 | 2007 |
| Comprehensive feature selection for appliance classification in NILM N Sadeghianpourhamami, J Ruyssinck, D Deschrijver, T Dhaene, ... Energy and Buildings 151, 98-106, 2017 | 206 | 2017 |
| 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 | 204 | 1992 |
| 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 | 171 | 2010 |
| 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 | 167 | 2009 |
| 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 | 155 | 2014 |
| 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 | 153 | 2012 |
| 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 | 148 | 2018 |
| Review of polynomial chaos-based methods for uncertainty quantification in modern integrated circuits A Kaintura, T Dhaene, D Spina Electronics 7 (3), 30, 2018 | 139 | 2018 |
| 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 | 134 | 2006 |
| Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks L De Baets, C Develder, T Dhaene, D Deschrijver International Journal of Electrical Power & Energy Systems 104, 645-653, 2019 | 125 | 2019 |
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