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Lincen Yang
Lincen Yang
Verified email at liacs.leidenuniv.nl - Homepage
Title
Cited by
Cited by
Year
Estimating conditional mutual information for discrete-continuous mixtures using multi-dimensional adaptive histograms
A Marx, L Yang, M van Leeuwen
Proceedings of the 2021 SIAM international conference on data mining (SDM …, 2021
232021
Truly Unordered Probabilistic Rule Sets for Multi-class Classification
L Yang, M van Leeuwen
Proceedings of the European Conference on Machine Learning and Principles …, 2022
92022
Unsupervised discretization by two-dimensional MDL-based histogram
L Yang, M Baratchi, M van Leeuwen
Machine Learning 112 (7), 2397-2431, 2023
72023
Probabilistic Truly Unordered Rule Sets
L Yang, M van Leeuwen
arXiv preprint arXiv:2401.09918, 2024
2024
Human-guided Rule Learning for ICU Readmission Risk Analysis
L Yang, M van Leeuwen
Artificial Intelligence and Data Science for Healthcare: Bridging Data …, 2024
2024
Histogram-based Probabilistic Rule Lists for Numeric Targets
L Yang, T Opdam, M van Leeuwen
Proceedings of the international workshop on Knowledge Discovery in …, 2022
2022
Probabilistic Rule Sets Ready for Interactive Machine Learning
L Yang, M van Leeuwen
AAAI'22-Workshop on Interactive Machine Learning, 2022
2022
MDL-based Map Segmentation for Trajectory Mining
L Yang
Master's thesis, Leiden University, 2018
2018
Partition-based Models for Interpretable Machine Learning
L Yang
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Articles 1–9