Joachim van der Herten

18 papers B 1Misc 3Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2022 — conf
Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications.
PervasiveHealth
Bram Steenwinckel, Mathias De Brouwer, Marija Stojchevska, M. Jeroen Van Der Donckt, Jelle Nelis, Joeri Ruyssinck, Joachim van der Herten, Koen Casier, Jan Van Ooteghem, Pieter Crombez, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2020 J jnl
Hierarchical Gaussian Process Models for Improved Metamodeling.
ACM Trans. Model. Comput. Simul.
Nicolas Knudde, Vincent Dutordoir, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2020 — ch.
Multi-objective Bayesian Optimization for Engineering Simulation.
High-Performance Simulation-Based Optimization
Joachim van der Herten, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene
2019 J jnl
ALBATROS: adaptive line-based sampling trajectories for sequential measurements.
Eng. Comput.
Tom Van Steenkiste, Joachim van der Herten, Dirk Deschrijver, Tom Dhaene
2017 Misc conf
Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces.
WSC
Vincent Dutordoir, Nicolas Knudde, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2017 J jnl
Sensitivity Analysis of Expensive Black-Box Systems Using Metamodeling.
CoRR
Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2016 J jnl
Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty.
CoRR
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2016 J jnl
Adaptive classification under computational budget constraints using sequential data gathering.
Adv. Eng. Softw.
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2016 J jnl
Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations.
CoRR
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2016 J jnl
Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes.
CoRR
Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2016 B conf
Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design.
CEC
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2016 J jnl
Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit.
Comput. Math. Methods Medicine
Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene
2016 Misc conf
Sensitivity analysis of expensive black-box systems using metamodeling.
WSC
Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2015 J jnl
A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments.
SIAM J. Sci. Comput.
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2015 Misc conf
Constructing classifiers of expensive simulation-based data by sequential experimental design.
WSC
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2015 J jnl
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores.
Artif. Intell. Medicine
Rein Houthooft, Joeri Ruyssinck, Joachim van der Herten, Sean Stijven, Ivo Couckuyt, Bram Gadeyne, Femke Ongenae, Kirsten Colpaert, Johan Decruyenaere, Tom Dhaene, Filip De Turck
2014 — conf
Fuzzy local linear approximation-based sequential design.
CIES
Joachim van der Herten, Dirk Deschrijver, Tom Dhaene
2013 — conf
Sparse reconstruction of correlated multichannel activity.
EMBC
Sem Peelman, Joachim van der Herten, Maarten De Vos, Wen-shin Lee, Sabine Van Huffel, Annie A. M. Cuyt