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Imprecision in machine learning problems

 Vu-Linh Nguyen
Machine Learning [stat.ML]. Université de Technologie de Compiègne, 2018. English. ⟨NNT : 2018COMP2433⟩
Thèse tel-03719158v1
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Partial data querying through racing algorithms

 Vu-Linh Nguyen , Sébastien Destercke , Marie-Hélène Masson
International Journal of Approximate Reasoning, 2018, 96, pp.36-55. ⟨10.1016/j.ijar.2018.03.005⟩
Article dans une revue hal-01781455v1
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Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty

 Vu-Linh Nguyen , Sébastien Destercke , Marie-Hélène Masson , Eyke Hüllermeier
27th International Joint Conference on Artificial Intelligence (IJCAI 2018), Jul 2018, Stockholm, Sweden. pp.5089-5095, ⟨10.24963/ijcai.2018/706⟩
Communication dans un congrès hal-01815727v1
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Querying Partially Labelled Data to Improve a K-nn Classifier

 Vu-Linh Nguyen , Sébastien Destercke , Marie-Hélène Masson
Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), Feb 2017, San Francisco, CA, United States. pp.2401-2407
Communication dans un congrès hal-01421610v1
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K-Nearest Neighbour Classification for Interval-Valued Data

 Vu-Linh Nguyen , Sébastien Destercke , Marie-Hélène Masson
11th International Conference on Scalable Uncertainty Management (SUM 2017), Oct 2017, Granada, Spain. pp.93-106
Communication dans un congrès hal-01680870v1
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Possible and necessary labels in K-nn procedures to query partially labelled data

 Vu-Linh Nguyen , Sébastien Destercke , Marie-Hélène Masson
From Multiple Criteria Decision Aid to Preference Learning, Nov 2016, Paderborn, Germany
Communication dans un congrès hal-01396230v1
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Epistemic Uncertainty Sampling

 Vu-Linh Nguyen , Sébastien Destercke , Eyke Hüllermeier
22nd Internationnal Conference on Discovery Science (DS 2019), Oct 2019, Split, Croatia. pp.72-86, ⟨10.1007/978-3-030-33778-0_7⟩
Communication dans un congrès hal-02462441v1
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Partial Data Querying Through Racing Algorithms

 Vu-Linh Nguyen , Sébastien Destercke , Marie-Hélène Masson
International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2016), Nov 2016, Da Nang, Vietnam. pp.163-174, ⟨10.1007/978-3-319-49046-5_14⟩
Communication dans un congrès hal-01396223v1
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