Vu-Linh Nguyen
Vu-Linh Nguyen
Postdoctoral researcher, Eindhoven University of Technology
Verified email at tue.nl - Homepage
Title
Cited by
Cited by
Year
Epistemic Uncertainty Sampling
VL Nguyen, S Destercke, E Hüllermeier
Proceedings of the 22nd International Conference on Discovery Science, 72-86, 2019
172019
Reliable multi-class classification based on pairwise epistemic and aleatoric uncertainty
VL Nguyen, S Destercke, MH Masson, E Hüllermeier
Proceedings of the 27th International Joint Conference on Artificial …, 2018
112018
Reliable Multi-label Classification: Prediction with Partial Abstention
VL Nguyen, E Hüllermeier
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence …, 2020
82020
Learning Gradient Boosted Multi-label Classification Rules
M Rapp, EL Mencía, J Fürnkranz, VL Nguyen, E Hüllermeier
Proceedings of the European Conference on Machine Learning and Principles …, 2020
72020
Partial data querying through racing algorithms
VL Nguyen, S Destercke, MH Masson
International Journal of Approximate Reasoning 96, 36-55, 2018
62018
Querying partially labelled data to improve a k-nn classifier
VL Nguyen, S Destercke, MH Masson
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
32017
Using conditional Copula to estimate Value-at-Risk in Vietnam’s foreign exchange market
VL Nguyen, VN Huynh
Econometrics of risk, 471-482, 2015
32015
On Aggregation in Ensembles of Multilabel Classifiers
VL Nguyen, E Hüllermeier, M Rapp, EL Mencía, J Fürnkranz
Proceedings of the 23rd International Conference on Discovery Science, 2020
22020
K-Nearest Neighbour Classification for Interval-Valued Data
VL Nguyen, S Destercke, MH Masson
Proceedings of the 11th International Conference on Scalable Uncertainty …, 2017
22017
Rule-Based Multi-label Classification: Challenges and Opportunities
E Hüllermeier, J Fürnkranz, EL Mencia, VL Nguyen, M Rapp
Proceedings of the 4th International Joint Conference on Rules and Reasoning …, 2020
12020
How to measure uncertainty in uncertainty sampling for active learning
VL Nguyen, MH Shaker, E Hüllermeier
Machine Learning, 1-34, 2021
2021
Racing trees to query partial data
VL Nguyen, S Destercke, MH Masson, R Ghassani
Soft Computing, 1-21, 2021
2021
Imprecision in Machine Learning Problems
VL Nguyen
University of Technology of Compiègne, 2018
2018
Possible and necessary labels in K-nn procedures to query partially labelled data
VL Nguyen, S Destercke, MH Masson
From Multiple Criteria Decision Aid to Preference Learning, 2016
2016
Study on tensor calculus and CP-decomposition
VL Nguyen
Japan Advanced Institute of Science and Technology, 2015
2015
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Articles 1–15