Joachim van der Herten

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 12

Top Topics

Experimental Design

Gaussian Process

Top Venues

Artif. Intell. Medicine

Publications

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
Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications. PervasiveHealth (2022)
Nicolas Knudde, Vincent Dutordoir, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Hierarchical Gaussian Process Models for Improved Metamodeling. ACM Trans. Model. Comput. Simul. 30 (4) (2020)
Tom Van Steenkiste, Joachim van der Herten, Dirk Deschrijver, Tom Dhaene
ALBATROS: adaptive line-based sampling trajectories for sequential measurements. Eng. Comput. 35 (2) (2019)
Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Sensitivity Analysis of Expensive Black-Box Systems Using Metamodeling. CoRR (2017)
Vincent Dutordoir, Nicolas Knudde, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces. WSC (2017)
Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene
Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit. Comput. Math. Methods Medicine 2016 (2016)
Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes. CoRR (2016)
Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Sensitivity analysis of expensive black-box systems using metamodeling. WSC (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Adaptive classification under computational budget constraints using sequential data gathering. Adv. Eng. Softw. 99 (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design. CEC (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty. CoRR (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations. CoRR (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments. SIAM J. Sci. Comput. 37 (2) (2015)
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
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. Artif. Intell. Medicine 63 (3) (2015)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Constructing classifiers of expensive simulation-based data by sequential experimental design. WSC (2015)
Joachim van der Herten, Dirk Deschrijver, Tom Dhaene
Fuzzy local linear approximation-based sequential design. CIES (2014)
Sem Peelman, Joachim van der Herten, Maarten De Vos, Wen-shin Lee, Sabine Van Huffel, Annie A. M. Cuyt
Sparse reconstruction of correlated multichannel activity. EMBC (2013)