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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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Multilabel Prediction with Probability Sets: The Hamming Loss Case.

 Sébastien Destercke
International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2014), Jul 2014, france, France. pp.496-505
Communication dans un congrès hal-01044994v1
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Inferring from an Imprecise Plackett–Luce model: application to label ranking

 Loïc Adam , Arthur van Camp , Sébastien Destercke , Benjamin Quost
Fuzzy Sets and Systems, In press, pp.108908. ⟨10.1016/j.fss.2024.108908⟩
Article dans une revue hal-04473580v1

Making ontology-based knowledge and decision trees interact: an approach to enrich knowledge and increase expert confidence in data-driven models

 Ahmet, Iyan Johnson , Joel Abecassis , Brigitte Charnomordic , Sébastien Destercke , Rallou Thomopoulos
Lecture Notes in Computer Science, 2010, 6291, pp.304-316. ⟨10.1007/978-3-642-15280-1_29⟩
Article dans une revue istex hal-02656655v1
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On the relationships between random sets, possibility distributions, p-boxes and clouds

 Sébastien Destercke , Didier Dubois , Eric Chojnacki
28th Linz Seminar on Fuzzy Set Theory: Fuzzy Sets, Probability, and Statistics – Gaps and Bridges (2007), Feb 2007, Linz, Austria
Communication dans un congrès irsn-04176249v1

Methods for the evaluation and synthesis of multiple sources of information applied to nuclear computer codes

 S. Destercke , E. Chojnacki
Nuclear Engineering and Design, 2008, 238 (9), pp.2484-2493. ⟨10.1016/j.nucengdes.2008.02.003⟩
Article dans une revue istex hal-03005062v1

Evaluating trust from past assessments with imprecise probabilities: comparing two approaches

 Sébastien Destercke
Lecture Notes in Computer Science, 2010, 6379, pp.151-162. ⟨10.1007/978-3-642-15951-0_18⟩
Article dans une revue istex hal-02653746v1
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The role of generalised p-boxes in imprecise probability models

 Sébastien Destercke , Didier Dubois
6th international Symposium on Imprecise probability: Theory and Applications (ISIPTA 2009), Jul 2009, Durham, United Kingdom
Communication dans un congrès hal-02755121v1

A new contextual discounting rule for lower probabilities

 Sébastien Destercke
13. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun 2010, Dortmund, Germany. ⟨10.1007/978-3-642-14058-7_20⟩
Communication dans un congrès hal-02820514v1
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Transforming probability intervals into other uncertainty models

 Sébastien Destercke , Didier Dubois , Eric Chojnacki
European Society For Fuzzy Logic And Technology Conference (EUSFLAT 2007), 2007, Ostrava, Czech Republic. pp.367-373
Communication dans un congrès irsn-00196700v1

From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)

 Zied Bouraoui , Antoine Cornuéjols , Thierry Denœux , Sébastien Destercke , Didier Dubois , et al.
2019
Pré-publication, Document de travail hal-03253808v1
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Online active learning of decision trees with evidential data

 Liyao Ma , Sébastien Destercke , Yong Wang
Pattern Recognition, 2016, 52, pp.33-45. ⟨10.1016/j.patcog.2015.10.014⟩
Article dans une revue hal-01254290v1
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A Unifying Frame for Neighbourhood and Distortion Models

 Enrique Miranda , Ignacio Montes , Sébastien Destercke
11th International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA 2019), Jul 2019, Gand, Belgium. pp.304-313
Communication dans un congrès hal-02349310v1
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2-monotonicity and independence: nice to have, hard to keep

 Sébastien Destercke
11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU), Jul 2012, Belfast, Ireland. pp.263-274, ⟨10.1007/978-3-642-22152-1_23⟩
Communication dans un congrès hal-00655595v1
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Inclusion/exclusion principle for belief functions

 Felipe Aguirre , Christelle Jacob , Sébastien Destercke , Didier Dubois , Mohamed Sallak
Eighth International Symposium on Imprecise Probability: Theories and Applications, Jul 2013, Compiègne, France. pp.3-13
Communication dans un congrès hal-00861993v1
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Handling Inconsistency in (Numerical) Preferences Using Possibility Theory

 Loïc Adam , Sébastien Destercke
17th European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU 2023), Sep 2023, Arras, France. pp.239-253, ⟨10.1007/978-3-031-45608-4_19⟩
Communication dans un congrès hal-04335669v1
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Are my data reliable ? Towards an evidential answer

 Patrice Buche , Brigitte Charnomordic , Sébastien Destercke
LFA 2010 - Logique Floue et ses Applications, Nov 2010, Lannion, France
Communication dans un congrès lirmm-00538950v1

An iterative approach to build relevant ontology-aware data-driven models - application to food processes

 Rallou Thomopoulos , Sébastien Destercke , Brigitte Charnomordic , Joel Abecassis
EFFoST'2012: Annual Meeting "A Lunch Box for Tomorrow: An interactive combination of integrated analysis and specialized knowledge of food", Nov 2012, Montpellier, France. 2012
Poster de conférence lirmm-00835215v1

Amélioration de l'interprétabilité dans un algorithme classique d'induction de règles floues

 Sébastien Destercke , S. Guillaume , Brigitte Charnomordic
Rencontres francophones de la logique floue et ses applications, Nantes, 18-19 novembre 2004, 2004, pp.247-254
Communication dans un congrès hal-02583777v1
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Softmin Discrete Minimax Classifier for Imbalanced Classes and Prior Probability Shifts

 Cyprien Gilet , Marie Guyomard , Sébastien Destercke , Lionel Fillatre
2023
Pré-publication, Document de travail hal-04015777v1
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Multi-dimensional maximal coherent subsets made easy: illustration on an estimation problem

 Loïc Adam , Sébastien Destercke
10th International Conference on Soft Methods in Probability and Statistics (SMPS 2022), Sep 2022, Valladolid, Spain. pp.1-8, ⟨10.1007/978-3-031-15509-3_1⟩
Communication dans un congrès hal-03896619v1
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Preference Elicitation with Uncertainty: Extending Regret Based Methods with Belief Functions

 Pierre-Louis Guillot , Sébastien Destercke
13th International Conference on Scalable Uncertainty Management (SUM 2019), Dec 2019, Compiègne, France. pp.289-309, ⟨10.1007/978-3-030-35514-2_22⟩
Communication dans un congrès hal-02417261v1

Co-training with Credal Models

 Yann Soullard , Sébastien Destercke , Indira Mouttapa Thouvenin
7th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2016), Sep 2016, Ulm, Germany. pp.92-104, ⟨10.1007/978-3-319-46182-3_8⟩
Communication dans un congrès hal-01380427v1
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How to Handle Missing Values in Multi-Criteria Decision Aiding?

 Christophe Labreuche , Sébastien Destercke
28th International Joint Conference on Artificial Intelligence (IJCAI 2019), Aug 2019, Macao, China. pp.1756-1763, ⟨10.24963/ijcai.2019/243⟩
Communication dans un congrès hal-02350604v1
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Learning decision trees from uncertain data with an evidential EM approach

 Nicolas Sutton Charani , Sébastien Destercke , Thierry Denoeux
12th International Conference on Machine Learning and Applications (ICMLA 2013), Dec 2013, Miami, United States. pp.1-6
Communication dans un congrès hal-00933177v1

Random Generation of Mass Functions: A Short Howto

 Thomas Burger , Sébastien Destercke
Advances in Intelligent and Soft Computing book series (AINSC, volume 164), pp.145-152, 2012, ⟨10.1007/978-3-642-29461-7_17⟩
Chapitre d'ouvrage istex hal-02084692v1
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On the enumeration of non-dominated spanning trees with imprecise weights

 Tom Davot , Sébastien Destercke , David Savourey
17th European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU 2023), Sep 2023, Arras, France. pp.348-358, ⟨10.1007/978-3-031-45608-4_26⟩
Communication dans un congrès hal-04155185v1
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A Decision Support System to design modified atmosphere packaging for fresh produce based on a bipolar flexible querying approach

 Valérie Guillard , Patrice Buche , Sébastien Destercke , Nouredine Tamani , Madalina Croitoru , et al.
Computers and Electronics in Agriculture, 2015, 111, pp.131-139. ⟨10.1016/j.compag.2014.12.010⟩
Article dans une revue hal-01104835v1
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Composition-based statistical model for predicting CO2 solubility in modified atmosphere packaging application

 Mélanie Münch , Valérie Guillard , Sébastien Gaucel , Sébastien Destercke , Jonathan Thévenot , et al.
Journal of Food Engineering, 2023, 340, pp.111283. ⟨10.1016/j.jfoodeng.2022.111283⟩
Article dans une revue hal-03783883v1
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Manipulating Focal Sets on the Unit Simplex : Application to Plastic Sorting

 Lucie Jacquin , Abdelhak Imoussaten , Sébastien Destercke , François Trousset , Jacky Montmain , et al.
IEEE International Conference on Fuzzy Systems (FUZZ 2020), Jul 2020, Glasgow, United Kingdom. pp.1-7, ⟨10.1109/FUZZ48607.2020.9177539⟩
Communication dans un congrès hal-02529955v1
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