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Vu-Linh Nguyen
Vu-Linh Nguyen
Junior Professor (CPJ) in Computer Science, University of Technology of Compiègne
Verified email at hds.utc.fr - Homepage
Title
Cited by
Cited by
Year
How to measure uncertainty in uncertainty sampling for active learning
VL Nguyen, MH Shaker, E Hüllermeier
Machine Learning 111 (1), 89-122, 2022
1102022
Epistemic Uncertainty Sampling
VL Nguyen, S Destercke, E Hüllermeier
Proceedings of the 22nd International Conference on Discovery Science, 72-86, 2019
542019
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
302020
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
262018
Reliable Multi-label Classification: Prediction with Partial Abstention
VL Nguyen, E Hüllermeier
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence …, 2020
222020
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
132020
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
122020
Multilabel classification with partial abstention: Bayes-optimal prediction under label independence
VL Nguyen, E Hüllermeier
Journal of Artificial Intelligence Research 72, 613-665, 2021
82021
Partial data querying through racing algorithms
VL Nguyen, S Destercke, MH Masson
International Journal of Approximate Reasoning 96, 36-55, 2018
82018
K-Nearest Neighbour Classification for Interval-Valued Data
VL Nguyen, S Destercke, MH Masson
Proceedings of the 11th International Conference on Scalable Uncertainty …, 2017
52017
Using conditional Copula to estimate Value-at-Risk in Vietnam’s foreign exchange market
VL Nguyen, VN Huynh
Econometrics of risk, 471-482, 2015
42015
Probabilistic Multi-Dimensional Classification
VL Nguyen, Y Yang, C de Campos
Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial …, 2023
32023
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
Generalized Bayesian network classifiers
Y Yang, C de Campos, VL Nguyen
Master's thesis, Eindhoven University of Technology, The Netherlands, 2022
22022
Racing trees to query partial data
VL Nguyen, S Destercke, MH Masson, R Ghassani
Soft Computing 25 (14), 9285-9305, 2021
22021
Imprecision in Machine Learning Problems
VL Nguyen
University of Technology of Compiègne, 2018
22018
Inference Problem in Probabilistic Multi-label Classification
VL Nguyen, XT Hoang, VN Huynh
Proceedings of the 10th International Symposium on Integrated Uncertainty in …, 2023
2023
Learning Sets of Probabilities Through Ensemble Methods
VL Nguyen, H Zhang, S Destercke
Proceedings of the 17th European Conference on Symbolic and Quantitative …, 2023
2023
Skeptical inferences in multi-label ranking with sets of probabilities
YC Carranza Alarcón, VL Nguyen
arXiv e-prints, arXiv: 2210.08576, 2022
2022
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
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