| 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 | 70 | 2017 |
| 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 | 46 | 2020 |
| Optimally weighted cluster kriging for big data regression B van Stein, H Wang, W Kowalczyk, T Bäck, M Emmerich Advances in Intelligent Data Analysis XIV: 14th International Symposium, IDA …, 2015 | 46 | 2015 |
| 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 | 44* | 2019 |
| 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 | 36 | 2016 |
| 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 | 24 | 2017 |
| 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 | 23 | 2017 |
| An incremental algorithm for repairing training sets with missing values B Van Stein, W Kowalczyk Information Processing and Management of Uncertainty in Knowledge-Based …, 2016 | 21 | 2016 |
| 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 | 18 | 2019 |
| 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 | 17 | 2021 |
| 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 | 17 | 2020 |
| 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 | 17 | 2019 |
| Towards data driven process control in manufacturing car body parts B Van Stein, M Van Leeuwen, H Wang, S Purr, S Kreissl, J Meinhardt, ... 2016 International Conference on Computational Science and Computational …, 2016 | 14 | 2016 |
| Fitness landscape analysis of nk landscapes and vehicle routing problems by expanded barrier trees B Van Stein, M Emmerich, Z Yang EVOLVE-A Bridge between Probability, Set Oriented Numerics, and Evolutionary …, 2013 | 14 | 2013 |
| 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 | 12 | 2019 |
| Scalability of learning tasks on 3D CAE models using point cloud autoencoders T Rios, P Wollstadt, B van Stein, T Bäck, Z Xu, B Sendhoff, S Menzel 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 1367-1374, 2019 | 11 | 2019 |
| Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) H Wang, B van Stein, M Emmerich, T Back | 11 | 2017 |
| Emergence of structural bias in differential evolution B van Stein, F Caraffini, AV Kononova Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 10* | 2021 |
| 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 | 8 | 2022 |
| Samo-cobra: A fast surrogate assisted constrained multi-objective optimization algorithm R de Winter, B van Stein, T Bäck Evolutionary Multi-Criterion Optimization: 11th International Conference …, 2021 | 8 | 2021 |
Thomas BäckProfessor of Computer Science, Leiden University; Chief Scientist, NORCE Research Centre, NorwayVerified email at liacs.leidenuniv.nl
