| Hyperparameter Optimisation for Improving Classification under Class Imbalance J Kong, W Kowalczyk, DA Nguyen, T Bäck, S Menzel 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 3072-3078, 2019 | 32 | 2019 |
| Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted Optimization S Ullah, DA Nguyen, H Wang, S Menzel, B Sendhoff, T Bäck 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2965-2974, 2020 | 13 | 2020 |
| Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems DA Nguyen, J Kong, H Wang, S Menzel, B Sendhoff, AV Kononova, ... 2021 IEEE 8th International Conference on Data Science and Advanced …, 2021 | 9 | 2021 |
| Behavior-based video recommendation using adaptive neuro-fuzzy system on social TV TH Duong, DA Nguyen, VD Nguyen, N Van Huan Journal of Intelligent & Fuzzy Systems 32 (2), 1627-1638, 2017 | 5 | 2017 |
| Efficient AutoML via Combinational Sampling DA Nguyen, AV Kononova, S Menzel, B Sendhoff, THW Bäck IEEE Symposium Series on Computational Intelligence (SSCI 2021), 2021 | 4 | 2021 |
| Video recommendation using neuro-fuzzy on social tv environment DA Nguyen, TH Duong Advanced Computational Methods for Knowledge Engineering: Proceedings of 3rd …, 2015 | 4 | 2015 |
| An Efficient Contesting Procedure for AutoML Optimization DA Nguyen, AV Kononova, S Menzel, B Sendhoff, T Bäck IEEE Access 10, 75754-75771, 2022 | 3 | 2022 |
| Supplementary material for improved automated cash optimization with tree parzen estimators for class imbalance problems DA Nguyen, J Kong, H Wang, S Menzel, B Sendhoff, AV Kononova, ... criterion 100 (1), 150, 2021 | 2 | 2021 |
| Adaptive neuro-Fuzzy network for recommendation ND Anh International University HCMC, Vietnam, 2015 | 2 | 2015 |
| Deliverable D2. 4 Integrated Software Environment and Manual for Imbalanced Learning, Automated Machine Learning, Model-Assisted Robust Optimization, and Dynamic Multi … S Ullah, DA Nguyen, J Kong, H Wang, A Kononova, W Kowalczyk, ... | | |
| Deliverable D2. 2 Integrated model selection and hyperparameter optimization DA Nguyen, AV Kononova | | |
| ECOLE blog DA Nguyen | | |
Thomas BäckProfessor of Computer Science, Leiden University; Chief Scientist, NORCE Research Centre, NorwayVerified email at liacs.leidenuniv.nl
