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Niki van Stein
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A new acquisition function for Bayesian optimization based on the moment-generating function
H Wang, B van Stein, M Emmerich, T Back
2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2017
1042017
Cluster-based Kriging approximation algorithms for complexity reduction
B Van Stein, H Wang, W Kowalczyk, M Emmerich, T Bäck
Applied Intelligence 50 (3), 778-791, 2020
552020
Automatic configuration of deep neural networks with parallel efficient global optimization
B van Stein, H Wang, T Bäck
2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019
54*2019
Optimally weighted cluster kriging for big data regression
B van Stein, H Wang, W Kowalczyk, T Bäck, M Emmerich
International symposium on intelligent data analysis, 310-321, 2015
482015
Local subspace-based outlier detection using global neighbourhoods
B Van Stein, M Van Leeuwen, T Bäck
2016 IEEE International Conference on Big Data (Big Data), 1136-1142, 2016
442016
Evolutionary algorithms for parameter optimization—thirty years later
THW Bäck, AV Kononova, B van Stein, H Wang, KA Antonov, ...
Evolutionary Computation 31 (2), 81-122, 2023
432023
A comparison of global sensitivity analysis methods for explainable AI with an application in genomic prediction
B Van Stein, E Raponi, Z Sadeghi, N Bouman, RCHJ Van Ham, T Bäck
IEEE Access 10, 103364-103381, 2022
412022
Reasoning with large language models, a survey
A Plaat, A Wong, S Verberne, J Broekens, N van Stein, T Back
arXiv preprint arXiv:2407.11511, 2024
362024
Learning the characteristics of engineering optimization problems with applications in automotive crash
FX Long, B van Stein, M Frenzel, P Krause, M Gitterle, T Bäck
Proceedings of the Genetic and Evolutionary Computation Conference, 1227-1236, 2022
362022
Designing ships using constrained multi-objective efficient global optimization
R de Winter, B van Stein, M Dijkman, T Bäck
Machine Learning, Optimization, and Data Science: 4th International …, 2019
332019
Multitask shape optimization using a 3-D point cloud autoencoder as unified representation
T Rios, B van Stein, T Bäck, B Sendhoff, S Menzel
IEEE Transactions on Evolutionary Computation 26 (2), 206-217, 2021
302021
BBOB instance analysis: Landscape properties and algorithm performance across problem instances
FX Long, D Vermetten, B van Stein, AV Kononova
International Conference on the Applications of Evolutionary Computation …, 2023
29*2023
Bias: A toolbox for benchmarking structural bias in the continuous domain
D Vermetten, B van Stein, F Caraffini, LL Minku, AV Kononova
IEEE Transactions on Evolutionary Computation 26 (6), 1380-1393, 2022
292022
On the efficiency of a point cloud autoencoder as a geometric representation for shape optimization
T Rios, B Sendhoff, S Menzel, T Bäck, B Van Stein
2019 IEEE symposium series on computational intelligence (SSCI), 791-798, 2019
292019
Algorithm configuration data mining for CMA evolution strategies
S van Rijn, H Wang, B van Stein, T Bäck
Proceedings of the Genetic and Evolutionary Computation Conference, 737-744, 2017
292017
Time complexity reduction in efficient global optimization using cluster kriging
H Wang, B van Stein, M Emmerich, T Bäck
Proceedings of the Genetic and Evolutionary Computation Conference, 889-896, 2017
272017
SAMO-COBRA: a fast surrogate assisted constrained multi-objective optimization algorithm
R de Winter, B van Stein, T Bäck
International conference on evolutionary multi-criterion optimization, 270-282, 2021
262021
Evaluation of deep unsupervised anomaly detection methods with a data-centric approach for on-line inspection
A Zeiser, B Özcan, B van Stein, T Bäck
Computers in Industry 146, 103852, 2023
252023
Feature visualization for 3D point cloud autoencoders
T Rios, B van Stein, S Menzel, T Back, B Sendhoff, P Wollstadt
2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020
252020
A new approach towards the combined algorithm selection and hyper-parameter optimization problem
X Guo, B van Stein, T Bäck
2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2042-2049, 2019
252019
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