Anh Nguyen
PhD candidate/guest
- Name
- D.A. Nguyen MSc
- Telephone
- +31 71 527 4799
- d.a.nguyen@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-3693-2075
PhD candidate/guest
- Science
- Leiden Inst of Advanced Computer Science
- Nguyen D.A., Kononova A.V., Menzel S., Sendhoff B. & Bäck T.H.W. (2022), An efficient contesting procedure for AutoML optimization, IEEE Access 10: 2169-3536.
- Nguyen D.A., Kononova A.V., Menzel S., Sendhoff B. & Bäck T.H.W. (2021), Efficient AutoML via combinational sampling. IEEE Symposium Series on Computational Intelligence (SSCI 2021) 5 December 2021 - 7 December 2021: Institute of Electrical and Electronics Engineers (IEEE).
- Nguyen D.A., Kong J., Wang H., Menzel S., Sendhoff B., Kononova A.V. & Bäck T.H.W. (2021), Improved automated CASH optimization with tree parzen estimators for class imbalance problems. In: 2021 IEEE 8th international conference on data science and advanced analytics (DSAA).: Institute of Electrical and Electronics Engineers (IEEE). 1-9.
- Ullah S., Nguyen D.A., Wang H., Menzelx S., Sendhoff B. & Bäck T.H.W. (2020), Exploring dimensionality reduction techniques for efficient surrogate-assisted optimization. IEEE Symposium Series on Computational Intelligence (SSCI) 1 December 2020 - 4 December 2020.
- Kong J., Kowalczyk W.J., Nguyen D.A, Bäck T.H.W. & Menzel S. (2019), Hyperparameter optimisation for improving classification under class imbalance. 2019 IEEE Symposium Series on Computational Intelligence (SSCI) 6 December 2019 - 9 December 2019. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers (IEEE). 3072-3078.