Joachim van der Herten

According to our database, Joachim van der Herten authored at least 17 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications.

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

Proceedings of the Pervasive Computing Technologies for Healthcare, 2022

2020

Multi-objective Bayesian Optimization for Engineering Simulation.

Joachim van der Herten, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene

Proceedings of the High-Performance Simulation-Based Optimization, 2020

Hierarchical Gaussian Process Models for Improved Metamodeling.

Nicolas Knudde, Vincent Dutordoir, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene

ACM Trans. Model. Comput. Simul., 2020

2019

ALBATROS: adaptive line-based sampling trajectories for sequential measurements.

Tom Van Steenkiste, Joachim van der Herten, Dirk Deschrijver, Tom Dhaene

Eng. Comput., 2019

2017

Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces.

Vincent Dutordoir, Nicolas Knudde, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene

Proceedings of the 2017 Winter Simulation Conference, 2017

2016

Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty.

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene

CoRR, 2016

Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations.

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene

CoRR, 2016

Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes.

Joachim van der Herten, Ivo Couckuyt, Tom Dhaene

CoRR, 2016

Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit.

Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene

Comput. Math. Methods Medicine, 2016

Adaptive classification under computational budget constraints using sequential data gathering.

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene

Adv. Eng. Softw., 2016

Sensitivity analysis of expensive black-box systems using metamodeling.

Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene

Proceedings of the Winter Simulation Conference, 2016

Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design.

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments.

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene

SIAM J. Sci. Comput., 2015

Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores.

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

Artif. Intell. Medicine, 2015

Constructing classifiers of expensive simulation-based data by sequential experimental design.

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene

Proceedings of the 2015 Winter Simulation Conference, 2015

2014

Fuzzy local linear approximation-based sequential design.

Joachim van der Herten, Dirk Deschrijver, Tom Dhaene

Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014

2013

Sparse reconstruction of correlated multichannel activity.

Sem Peelman, Joachim van der Herten, Maarten De Vos, Wen-shin Lee, Sabine Van Huffel, Annie A. M. Cuyt

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013