Lincen Yang
Onderzoeker
- Naam
- Dr. L. Yang
- Telefoon
- +31 71 527 7050
- l.yang@liacs.leidenuniv.nl
- ORCID iD
- 0000-0003-1936-2784
Lincen Yang is postdoctoraal onderzoeker bij de Data Science groep binnen LIACS.
Begeleiders
Onderzoeker
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Yang L. (20 september 2024), Information-theoretic partition-based models for interpretable machine learning (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University) SIKS Dissertation Series nr. 2024-27. Promotor(en): Leeuwen M. van & Plaat A.
- Yang L. & Leeuwen M. van (2023), Truly unordered probabilistic rule sets for multi-class classification. Amini M.R., Canu S., Fischer A., Guns T., Kralj N. & Tsoumaka G. (red.), Machine learning and knowledge discovery in databases: ECML PKDD 2022. European Conference, ECML PKDD 2022 19 september 2022 - 23 september 2022. Lecture Notes in Computer Science nr. 13717. Cham: Springer. 87-103.
- Yang L., Baratchi M. & Leeuwen M. van (2023), Unsupervised discretization by two-dimensional MDL-based histogram, Machine Learning 112: 2397-2431.
- Marx A., Yang L. & Leeuwen M. van (2021), Estimating conditional mutual information for discrete-continuous mixtures using multi-dimensional adaptive histograms. Demeniconi C. & Davidson I. (red.), Proceedings of the 2021 SIAM International Conference on Data Mining (SDM). 2021 SIAM International Conference on Data Mining (SDM) 29 april 2021 - 1 mei 2021: SIAM. 387-395.