Joachim van der Herten

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 et al. · Artificial Intelligence in Medicine · 2014 · 86 citations · Full text

Predictive Modelling, Heart Failure, Ill Patients +7

GPflowOpt: A Bayesian Optimization Library using TensorFlow

Nicolas Knudde, Joachim van der Herten, Tom Dhaene et al. · arXiv (Cornell University) · 2017 · 55 citations · Full text

Artificial Intelligence, Search Optimization, Model Optimization +14

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

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver et al. · SIAM Journal on Scientific Computing · 2015 · 50 citations · Full text

Artificial Intelligence, Engineering, Optimal Experimental Design +22

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

Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft et al. · Computational and Mathematical Methods in Medicine · 2016 · 31 citations · Full text

Intensive Care Unit, Data Science, Predictive Analytics +11

Adaptive classification under computational budget constraints using sequential data gathering

Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver et al. · Advances in Engineering Software · 2016 · 20 citations · Full text

Mathematical Programming, Data Classification, Classification Method +15