Browsing by author "van der Herten, Joachim"
Now showing items 1-12 of 12
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A sequential sampling strategy for adaptive classification of computationally expensive data
Singh, Prashant; van der Herten, Joachim; Deschrijver, Dirk; Couckuyt, Ivo; Dhaene, Tom (2017-04) -
ALBATROS: adaptive line-based sampling trajectories for sequential measurements
Van Steenkiste, Tom; van der Herten, Joachim; Deschrijver, Dirk; Dhaene, Tom (2019-04) -
Data analytics for health and connected care: Ontology, knowledge graph and applications
Steenwinckel, Bram; De Brouwer, Mathias; Stojchevska, Marija; Van Der Donckt, Jeroen; Nelis, Jelle; Ruyssinck, Joeri; van der Herten, Joachim; Casier, Koen; Van Ooteghem, Jan; Crombez, P.; De Turck, Filip; Van Hoecke, Sofie; Ongenae, Femke (2022) -
Data-Efficient Machine Learning for Design and Optimisation of Complex Systems
van der Herten, Joachim (2017) -
Data-efficient sensitivity analysis with surrogate modeling
Van Steenkiste, Tom; van der Herten, Joachim; Couckuyt, Ivo; Dhaene, Tom (2019) -
Deep gaussian process metamodeling of sequentially sampled non-stationary response surfaces
Dutordoir, Vincent; Knudde, Nicolas; van der Herten, Joachim; Couckuyt, Ivo; Dhaene, Tom (2017-12) -
GPflowOpt: A bayesian optimization library using tensorflow
Knudde, Nicolas; van der Herten, Joachim; Dhaene, Tom; Couckuyt, Ivo (2017-12) -
Hierarchical Gaussian process models for improved metamodeling
Knudde, Nicolas; Dutordoir, V.; van der Herten, Joachim; Couckuyt, Ivo; Dhaene, Tom (2020-11) -
Multi-objective Bayesian optimization for engineering simulation
van der Herten, Joachim; Knudde, Nicolas; Couckuyt, Ivo; Dhaene, Tom (2020) -
Sequential sensitivity analysis of expensive black-box simulators with metamodelling
Van Steenkiste, Tom; van der Herten, Joachim; Couckuyt, Ivo; Dhaene, Tom (2018) -
Surrogate modeling with sequential design for design and analysis of electronic systems
van der Herten, Joachim; Dutordoir, V.; Couckuyt, Ivo; Dhaene, Tom (2017-09) -
Surrogate modelling with sequential design for expensive simulation applications
van der Herten, Joachim; Van Steenkiste, Tom; Couckuyt, Ivo; Dhaene, Tom (2017)