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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
Conference papers hal-02349310v1
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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
Conference papers irsn-00196700v1
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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⟩
Conference papers 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
Conference papers hal-00861993v1
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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
Conference papers hal-01044994v1
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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
Conference papers hal-02755121v1
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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⟩
Journal articles hal-01781455v1
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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⟩
Journal articles hal-01254290v1

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⟩
Conference papers hal-02820514v1

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⟩
Journal articles istex hal-02656655v1

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⟩
Journal articles istex hal-02653746v1

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⟩
Journal articles istex hal-03005062v1

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.
Preprints, Working Papers, ... hal-03253808v1
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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
Conference papers irsn-04176249v1

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⟩
Book sections istex hal-02084692v1

Can the minimum rule of possibility theory be extended to belief functions?

Sébastien Destercke , Didier Dubois
10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2009), Jul 2009, Verona, Italy. pp.299-310, ⟨10.1007/978-3-642-02906-6_27⟩
Conference papers hal-02653137v1

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
Conference papers hal-02583777v1
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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⟩
Conference papers hal-02529955v1
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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⟩
Conference papers hal-02417261v1
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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⟩
Journal articles hal-03783883v1
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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⟩
Conference papers hal-03896619v1
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Copules, probabilités inférieures et ensembles aléatoires : comment et quand les appliquer ?

Roman Malinowski , Sébastien Destercke
31ièmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2022), Oct 2022, Toulouse, France
Conference papers hal-03794230v1
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On the enumeration of non-dominated spanning trees with imprecise weights

Tom Davot , Sébastien Destercke , David Savourey
European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU), Sep 2023, Arras, France
Conference papers hal-04155185v1
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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
Conference papers hal-00933177v1

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 communications lirmm-00835215v1

ECSQARU 2015 special issue

Sébastien Destercke
International Journal of Approximate Reasoning, 80, pp.359-360, 2017, ⟨10.1016/j.ijar.2016.09.008⟩
Special issue hal-01618319v1

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⟩
Conference papers 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⟩
Conference papers hal-02350604v1

Special issue on the tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '17)

Alessandro Antonucci , Giorgio Corani , Ines Couso , Sébastien Destercke
International Journal of Approximate Reasoning, 111, pp.100-101, 2019, ⟨10.1016/j.ijar.2019.05.006⟩
Special issue hal-02454563v1
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A unified view of some representations of imprecise probabilities

Sébastien Destercke , Didier Dubois
3rd International Conference on Soft Methods in Probability and Statistics (SMPS 2006), Sep 2006, Bristol, United Kingdom. pp.249-261, ⟨10.1007/3-540-34777-1_30⟩
Conference papers irsn-00196446v1