Joachim van der Herten
Joachim van der Herten
CTO ML2Grow
Verified email at ugent.be - Homepage
TitleCited byYear
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
342015
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
302015
GPflowOpt: A Bayesian Optimization Library using TensorFlow
N Knudde, J van der Herten, T Dhaene, I Couckuyt
arXiv preprint arXiv:1711.03845, 2017
212017
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
162016
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
82016
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
52016
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
42016
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
32018
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
32018
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
32016
Fuzzy local linear approximation-based sequential design
J van der Herten, D Deschrijver, T Dhaene
Computational Intelligence for Engineering Solutions (CIES), 2014 IEEE …, 2014
32014
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
22013
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
12016
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
12016
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
12016
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
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
2017
Surrogate Modelling with Sequential Design for Expensive Simulation Applications
J van der Herten, T Van Steenkiste, I Couckuyt, T Dhaene
Computer Simulation, 2017
2017
Data-Efficient Machine Learning for Design and Optimisation of Complex Systems
J van der Herten
Ghent University, 2017
2017
Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes
J van der Herten, I Couckuyt, T Dhaene
arXiv preprint arXiv:1612.00393, 2016
2016
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Articles 1–20