Research Explorer

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Researcher

Joachim van der Herten

Awards & Distinctions

28 Results

2023

Data analytics for health and connected care : ontology, knowledge graph and applications

Bram SteenwinckelMathias De BrouwerMarija StojchevskaJeroen Van Der DoncktJelle NelisJoeri RuyssinckJoachim van der HertenKoen CasierJan Van OoteghemPieter Crombez et al.

2020

Hierarchical Gaussian process models for improved metamodeling

Nicolas KnuddeVincent DutordoirJoachim van der HertenIvo CouckuytTom Dhaene

A1 Journal Article in ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION

Multi-objective Bayesian optimization for engineering simulation

Joachim van der HertenNicolas KnuddeIvo CouckuytTom Dhaene

Bookchapter in High-performance simulation-based optimization

2019

ALBATROS : adaptive line-based sampling trajectories for sequential measurements

Tom Van SteenkisteJoachim van der HertenDirk DeschrijverTom Dhaene

A1 Journal Article in ENGINEERING WITH COMPUTERS

Data-efficient sensitivity analysis with surrogate modeling

Tom Van SteenkisteJoachim van der HertenIvo CouckuytTom Dhaene

2018

Sequential sensitivity analysis of expensive black-box simulators with metamodelling

Tom Van SteenkisteJoachim van der HertenIvo CouckuytTom Dhaene

A1 Journal Article in APPLIED MATHEMATICAL MODELLING

2017

A sequential sampling strategy for adaptive classification of computationally expensive data

Prashant SinghJoachim van der HertenDirk DeschrijverIvo CouckuytTom Dhaene

A1 Journal Article in STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Data-efficient machine learning for design and optimisation of complex systems

Joachim van der HertenTom DhaeneIvo Couckuyt

Deep Gaussian process metamodeling of sequentially sampled non-stationary response surfaces

Vincent DutordoirNicolas KnuddeJoachim van der HertenIvo CouckuytTom Dhaene

GPflowOpt : a bayesian optimization library using tensorflow

Nicolas KnuddeJoachim van der HertenTom DhaeneIvo Couckuyt

Surrogate modeling with sequential design for design and analysis of electronic systems

Joachim van der HertenVincent DutordoirIvo CouckuytTom Dhaene

Surrogate modelling with sequential design for expensive simulation applications

Joachim van der HertenTom Van SteenkisteIvo CouckuytTom Dhaene

Bookchapter in Computer simulation

2016

Active learning for approximation of expensive functions with normal distributed output uncertainty

Joachim van der HertenIvo CouckuytDirk DeschrijverTom Dhaene

Adaptive classification under computational budget constraints using sequential data gathering

Joachim van der HertenIvo CouckuytDirk DeschrijverTom Dhaene

A1 Journal Article in ADVANCES IN ENGINEERING SOFTWARE

Adaptive modeling and sampling methodologies for Internet of Things applications

Joachim van der HertenIvo CouckuytDirk DeschrijverPiet DemeesterTom Dhaene

Energy flexibility assessment of an industrial coldstore process

Joachim van der HertenFrederick DepuydtLeen De BaetsDirk DeschrijverMatthias StrobbeChris DevelderTom DhaeneR BruneliereJ-W Rombouts

Feature and model type selection using multi-objective optimization for AutoML

Joachim van der HertenTom Dhaene

Hypervolume-based multi-objective bayesian optimization with student-t processes

Joachim van der HertenIvo CouckuytTom Dhaene

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

Joachim van der HertenIvo CouckuytDirk DeschrijverTom Dhaene

Random survival forests for predicting the bed occupancy in the intensive care unit

Joeri RuyssinckJoachim van der HertenRein HouthooftFemke OngenaeIvo CouckuytBram GadeyneKirsten ColpaertJohan DecruyenaereFilip De TurckTom Dhaene

A1 Journal Article in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE

Sensitivity analysis of expensive black-box systems using metamodeling

Tom Van SteenkisteJoachim van der HertenIvo CouckuytTom Dhaene

2015

A fuzzy hybrid sequential design strategy for global surrogate modeling of high-dimensional computer experiments

Joachim van der HertenIvo CouckuytDirk DeschrijverTom Dhaene

A1 Journal Article in SIAM JOURNAL ON SCIENTIFIC COMPUTING

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

Joachim van der HertenIvo CouckuytDirk DeschrijverTom Dhaene

Fast hybrid sequential design for high-dimensional surrogate modeling

Joachim van der HertenTom Dhaene

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

Rein HouthooftJoeri RuyssinckJoachim van der HertenSean StijvenIvo CouckuytBram GadeyneFemke OngenaeKirsten ColpaertJohan DecruyenaereTom Dhaene et al.

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

2014

Fuzzy local linear approximation-based sequential design

Joachim van der HertenDirk DeschrijverTom Dhaene

Fuzzy sequential space-filling design

Joachim van der HertenTom Dhaene

Studenten experimenteren met camera, die in dok duikt

Joachim van der Herten