Jiawen Kong
Promovendus / gast
- Naam
- Dr. J. Kong
- Telefoon
- +31 71 527 4799
- j.kong@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-0493-1588
Promovendus / gast
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Kong J. (27 september 2023), Learning class-imbalanced problems from the perspective of data intrinsic characteristics (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University). Promotor(en) en copromotor(en): Bäck T.H.W. & Sendhoff B., Kowalczyk W.J.
- 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.
- Kong J., de Jesus de Araujo Rios T., Kowalczyk W.J., Menzel S. & Bäck T.H.W (2020), On the performance of oversampling techniques for class imbalance problems. Lauw H., Wong R.W., Ntoulas A., Lim E.P., Ng S.K. & Pan S (red.), Advances in knowledge discovery and data mining. PAKDD 2020. 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining. PAKDD 2020 11 mei 2020 - 14 mei 2020 nr. 12085. Cham: Springer. 84-96.
- Kong J., Kowalczyk W.J., Menzel S. & Bäck T.H.W (2020), Improving imbalanced classification by anomaly detection. Bäck T.H.W. et al (red.), Parallel problem solving from nature – PPSN XVI. PPSN 2020. PPSN 2020 (16th International Conference on Parallel Problem Solving from Nature) 5 september 2020 - 9 september 2020 nr. 12269. Cham: Springer. 512-523.
- 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.