| Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores R Houthooft, J Ruyssinck, J van der Herten, S Stijven, I Couckuyt, ... Artificial intelligence in medicine 63 (3), 191-207, 2015 | 109 | 2015 |
| GPflowOpt: A Bayesian Optimization Library using TensorFlow N Knudde, J van der Herten, T Dhaene, I Couckuyt arXiv preprint arXiv:1711.03845, 2017 | 103 | 2017 |
| 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 | 61 | 2015 |
| A sequential sampling strategy for adaptive classification of computationally expensive data P Singh, J van der Herten, D Deschrijver, I Couckuyt, T Dhaene Structural and Multidisciplinary Optimization, 1-14, 2016 | 28 | 2016 |
| Adaptive classification under computational budget constraints using sequential data gathering J van der Herten, I Couckuyt, D Deschrijver, T Dhaene Advances in Engineering Software 99, 137-146, 2016 | 27 | 2016 |
| Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit J Ruyssinck, J van der Herten, R Houthooft, F Ongenae, I Couckuyt, ... Computational and Mathematical Methods in Medicine 2016, 2016 | 23 | 2016 |
| Sensitivity Analysis of Expensive Black-box Systems Using Metamodeling T Van Steenkiste, J van der Herten, I Couckuyt, T Dhaene Proceedings of the 2016 Winter Simulation Conference, 2016 | 12 | 2016 |
| Fuzzy local linear approximation-based sequential design J van der Herten, D Deschrijver, T Dhaene Computational Intelligence for Engineering Solutions (CIES), 2014 IEEE …, 2014 | 10 | 2014 |
| ALBATROS: adaptive line-based sampling trajectories for sequential measurements T Van Steenkiste, J van der Herten, D Deschrijver, T Dhaene Engineering with Computers, 1-14, 2018 | 9 | 2018 |
| Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces V Dutordoir, N Knudde, J van der Herten, I Couckuyt, T Dhaene WSC2017, the Winter Simulation Conference, 1728-1739, 2017 | 8 | 2017 |
| Energy Flexibility Assessment of an Industrial Coldstore Process J van der Herten, F Depuydt, L De Baets, D Deschrijver, M Strobbe, ... 2016 IEEE International Energy Conference (ENERGYCON), 1--6, 2016 | 8 | 2016 |
| Sequential Sensitivity Analysis of Expensive Black-Box Simulators With Metamodelling T Van Steenkiste, J van der Herten, I Couckuyt, T Dhaene Applied Mathematical Modelling, 2018 | 7 | 2018 |
| Surrogate Modelling with Sequential Design for Expensive Simulation Applications J van der Herten, T Van Steenkiste, I Couckuyt, T Dhaene Computer Simulation, 2017 | 7 | 2017 |
| Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations J van der Herten, I Couckuyt, D Deschrijver, T Dhaene arXiv preprint arXiv:1608.04550, 2016 | 2 | 2016 |
| Adaptive modeling and sampling methodologies for Internet of Things applications J van der Herten, I Couckuyt, D Deschrijver, P Demeester, T Dhaene Electrotechnical Conference (MELECON), 2016 18th Mediterranean, 1-5, 2016 | 2 | 2016 |
| Sparse reconstruction of correlated multichannel activity S Peelman, J Van der Herten, M De Vos, W Lee, S Van Huffel, A Cuyt 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 2 | 2013 |
| Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design J van der Herten, I Couckuyt, D Deschrijver, T Dhaene Evolutionary Computation (CEC), 2016 IEEE Congress on, 1634-1641, 2016 | 1 | 2016 |
| Feature and Model Type Selection using Multi-Objective Optimization for AutoML J van der Herten, T Dhaene BENELEARN, 2016 | 1 | 2016 |
| Surrogate modeling with sequential design for design and analysis of electronic systems J van der Herten, V Dutordoir, I Couckuyt, T Dhaene Electromagnetics in Advanced Applications (ICEAA), 2017 International …, 2017 | | 2017 |
| Data-Efficient Machine Learning for Design and Optimisation of Complex Systems J van der Herten Ghent University, 2017 | | 2017 |
Tom DhaeneGhent University - imecCorreu electrònic verificat a ugent.be
