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
641 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
278 2014 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
237 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
226 2011 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
210 2007 Comprehensive feature selection for appliance classification in NILM N Sadeghianpourhamami, J Ruyssinck, D Deschrijver, T Dhaene, ...
Energy and Buildings 151, 98-106, 2017
194 2017 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
137 2018 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
117 2019 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
114 2012 Robust parametric macromodeling using multivariate orthonormal vector fitting D Deschrijver, T Dhaene, D De Zutter
IEEE Transactions on Microwave Theory and Techniques 56 (7), 1661-1667, 2008
108 2008 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
107 2007 Automated near-field scanning algorithm for the EMC analysis of electronic devices D Deschrijver, F Vanhee, D Pissoort, T Dhaene
IEEE Transactions on Electromagnetic Compatibility 54 (3), 502-510, 2011
91 2011 A voltage and current measurement dataset for plug load appliance identification in households R Medico, L De Baets, J Gao, S Giri, E Kara, T Dhaene, C Develder, ...
Scientific data 7 (1), 49, 2020
88 2020 Data-driven design of intelligent wireless networks: An overview and tutorial M Kulin, C Fortuna, E De Poorter, D Deschrijver, I Moerman
Sensors 16 (6), 790, 2016
88 2016 On the Bayesian optimization and robustness of event detection methods in NILM L De Baets, J Ruyssinck, C Develder, T Dhaene, D Deschrijver
Energy and Buildings 145, 57-66, 2017
87 2017 Constructing a no-reference H. 264/AVC bitstream-based video quality metric using genetic programming-based symbolic regression N Staelens, D Deschrijver, E Vladislavleva, B Vermeulen, T Dhaene, ...
IEEE Transactions on Circuits and Systems for Video Technology 23 (8), 1322-1333, 2013
83 2013 Adaptive Sampling Algorithm for Macromodeling of Parameterized D Deschrijver, K Crombecq, HM Nguyen, T Dhaene
IEEE Transactions on Microwave Theory and Techniques 59 (1), 39-45, 2010
82 2010 Shape optimization of a cyclone separator using multi-objective surrogate-based optimization P Singh, I Couckuyt, K Elsayed, D Deschrijver, T Dhaene
Applied Mathematical Modelling 40 (5-6), 4248-4259, 2016
74 2016 Portable detection of apnea and hypopnea events using bio-impedance of the chest and deep learning T Van Steenkiste, W Groenendaal, P Dreesen, S Lee, S Klerkx, ...
IEEE Journal of Biomedical and Health Informatics 24 (9), 2589-2598, 2020
61 2020 A fuzzy hybrid sequential design strategy for global surrogate modeling of high-dimensional computer experiments J van der Herten, I Couckuyt, D Deschrijver, T Dhaene
SIAM Journal on Scientific Computing 37 (2), A1020-A1039, 2015
59 2015 
Tom DhaeneGhent University - imecGeverifieerd e-mailadres voor ugent.be
