Nombre de documents

101


Article dans une revue37 documents

  • John Klein, Sebastien Destercke, Olivier Colot. Idempotent conjunctive and disjunctive combination of belief functions by distance minimization. International Journal of Approximate Reasoning, Elsevier, A Paraître, 92, pp.32-48. 〈https://www.sciencedirect.com/science/article/pii/S0888613X17301470〉. 〈hal-01629745〉
  • Ignacio Montes, Sebastien Destercke. ON EXTREME POINTS OF P-BOXES AND BELIEF FUNCTIONS. Annals of Mathematics and Artificial Intelligence, Springer Verlag, 2017, 81 (3-4), pp.405-428. 〈10.1007/s10472-017-9562-x〉. 〈hal-01618340〉
  • Sebastien Destercke. On the median in imprecise ordinal problems. Annals of Operations Research, Springer Verlag, 2017, 256 (2), pp.375-392. 〈10.1007/s10479-016-2253-x〉. 〈hal-01618325〉
  • Ignacio Montes, Sebastien Destercke. Comonotonicity for sets of probabilities. Fuzzy Sets and Systems, Elsevier, 2017, 328, pp.1 - 34. 〈10.1016/j.fss.2016.09.012〉. 〈hal-01618317〉
  • Sebastien Destercke. ECSQARU 2015 special issue. International Journal of Approximate Reasoning, Elsevier, 2017, 80, pp.359 - 360. 〈10.1016/j.ijar.2016.09.008〉. 〈hal-01618319〉
  • Gen Yang, Sebastien Destercke, Marie-Hélène Masson. The Costs of Indeterminacy: How to Determine Them?. IEEE Transactions on Cybernetics, ieee, 2016, pp.1-12. 〈10.1109/TCYB.2016.2607237〉. 〈hal-01378361〉
  • Gen Yang, Sebastien Destercke, Marie-Hélène Masson. Cautious classification with nested dichotomies and imprecise probabilities. Soft Computing, Springer Verlag, 2016, 20, pp.1-16. 〈10.1007/s00500-016-2287-7〉. 〈hal-01374060〉
  • Marie-Hélène Masson, Sebastien Destercke, Thierry Denoeux. Modelling and predicting partial orders from pairwise belief functions. Soft Computing, Springer Verlag, 2016, 20 (3), pp.939-950. 〈hal-01275513〉
  • Liyao Ma, Sebastien Destercke, Yong Wang. Online active learning of decision trees with evidential data. Pattern Recognition, Elsevier, 2016, 52, pp.33-45. 〈10.1016/j.patcog.2015.10.014〉. 〈hal-01254290〉
  • Lanting Yu, Sebastien Destercke, Mohamed Sallak, Walter Schon. Comparing System Reliabilities with Ill-Known Probabilities . Communications in Computer and Information Science, Springer Verlag, 2016, Information Processing and Management of Uncertainty in Knowledge-Based Systems, 611, pp.619-629. 〈10.1007/978-3-319-40581-0_50〉. 〈hal-01382851〉
  • Ana Palacios, Luciano Sánchez, Ines Couso, Sebastien Destercke. An extension of the FURIA classification algorithm to low quality data through fuzzy rankings and its application to the early diagnosis of dyslexia. Neurocomputing, Elsevier, 2016, 176, pp.60-71. 〈10.1016/j.neucom.2014.11.088〉. 〈hal-01254306〉
  • John Klein, Sebastien Destercke, Olivier Colot. Interpreting evidential distances by connecting them to partial orders: Application to belief function approximation. International Journal of Approximate Reasoning, Elsevier, 2016, 71, pp.15-33. 〈10.1016/j.ijar.2016.01.001〉. 〈hal-01263550〉
  • Charlotte Lousteau-Cazalet, Abdellatif Barakat, Jean-Pierre Belaud, Patrice Buche, Guillaume Busset, et al.. A decision support system for eco-efficient biorefinery process comparison using a semantic approach. Computers and Electronics in Agriculture, Elsevier, 2016, 127, pp.351-367. 〈10.1016/j.compag.2016.06.020〉. 〈lirmm-01346685〉
  • Sebastien Destercke. Multilabel predictions with sets of probabilities: The Hamming and ranking loss cases. Pattern Recognition, Elsevier, 2015, pp.3757-3765. 〈10.1016/j.patcog.2015.04.020〉. 〈hal-01179430〉
  • Sebastien Destercke, Inés Couso. Ranking of fuzzy intervals seen through the imprecise probabilistic lens. Fuzzy Sets and Systems, Elsevier, 2015, 278, pp.20-39. 〈10.1016/j.fss.2014.12.009〉. 〈hal-01184644〉
  • Sebastien Destercke, Marie-Hélène Masson, Michael Poss. Cautious label ranking with label-wise decomposition. European Journal of Operational Research, Elsevier, 2015, 246 (3), pp.927-935. 〈10.1016/j.ejor.2015.05.005〉. 〈hal-01166139〉
  • Felipe Aguirre, Sebastien Destercke, Didier Dubois, Mohamed Sallak, Christelle Jacob. Inclusion-exclusion principle for belief functions. International Journal of Approximate Reasoning, Elsevier, 2014, 55 (8), pp.1708-1727. 〈10.1016/j.ijar.2014.04.018〉. 〈hal-01056459〉
  • Thomas Burger, Sebastien Destercke. How to randomly generate mass functions. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, World Scientific Publishing, 2013, pp.645-673. 〈hal-00867938〉
  • Sebastien Destercke, Patrice Buche, Brigitte Charnomordic. Evaluating Data Reliability: an Evidential Answer with Application to a Web-Enabled data Warehouse. IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 2013, 25 (1), pp.92-105. 〈lirmm-00611954〉
  • Sébastien Destercke, Mohamed Sallak. An extension of Universal Generating Function in Multi-State Systems considering epistemic uncertainties. IEEE Transactions on Reliability, Institute of Electrical and Electronics Engineers, 2013, 62 (2), pp.504-514. 〈hal-00803291〉
  • Matthias Troffaes, Enrique Miranda, Sebastien Destercke. On the connection between probability boxes and possibility measures. Information Sciences, Elsevier, 2013, 224 (1), pp.88-108. 〈10.1016/j.ins.2012.09.033〉. 〈hal-00765618〉
  • Rallou Thomopoulos, Sebastien Destercke, Brigitte Charnomordic, Johnson Iyan, Joël Abécassis. An iterative approach to build relevant ontology-aware data-driven models. Information Sciences, Elsevier, 2013, 221, pp.452-472. 〈10.1016/j.ins.2012.09.015〉. 〈hal-00753335〉
  • Sebastien Destercke. Independence and 2-monotonicity: Nice to have, hard to keep. International Journal of Approximate Reasoning, Elsevier, 2013, 54 (4), pp.478-490. 〈10.1016/j.ijar.2012.11.002〉. 〈hal-00817108〉
  • Sebastien Destercke. A K-nearest neighbours method based on imprecise probabilities. Soft Computing, Springer Verlag, 2012, 16, pp.833-844. 〈10.1007/s00500-011-0773-5〉. 〈hal-00692149〉
  • Sebastien Destercke, Olivier Strauss. Filtering with clouds. Soft Computing, Springer Verlag, 2012, 16, pp.821-831. 〈10.1007/s00500-011-0772-6〉. 〈hal-00692150〉
  • Sebastien Destercke, Olivier Strauss. Filtering with clouds. Soft Computing, Springer Verlag, 2012, 16 (5), pp.821-831. 〈lirmm-00863726〉
  • Sebastien Destercke, Thomas Burger. Toward an axiomatic definition of conflict between belief functions. IEEE Transaction Systems Man Cybernetics part B, 2012, 43 (2), pp.585-596. 〈hal-00766122〉
  • Valérie Guillard, Carole Guillaume, Sebastien Destercke. Parameters uncertainties and error propagation in modified atmosphere packaging modelling. Postharvest Biology and Technology, Elsevier, 2012, 67, pp.154-166. 〈10.1016/j.postharvbio.2011.12.014〉. 〈hal-00669378〉
  • Sebastien Destercke. Handling bipolar knowledge with imprecise probabilities. International Journal of Intelligent Systems, Wiley, 2012, 26 (5), pp.426-443. 〈10.1002/int.20475〉. 〈hal-00652236〉
  • Sebastien Destercke, Patrice Buche, Valérie Guillard. A Flexible Bipolar Querying Approach with Imprecise Data and Guaranteed Results. Fuzzy Sets and Systems, Elsevier, 2011, 169 (1), pp.51-54. 〈10.1016/j.fss.2010.12.014〉. 〈lirmm-00611940〉
  • Sebastien Destercke, Valérie Guillard. Interval analysis on non-linear monotonic systems as an efficient tool to optimise fresh food packaging. Computers and Electronics in Agriculture, Elsevier, 2011, 79 (2), pp.116-124. 〈10.1016/j.compag.2011.08.014〉. 〈hal-00655322〉
  • Sebastien Destercke, Didier Dubois. Idempotent conjunctive combination of belief functions: Extending the minimum rule of possibility theory.. Information Sciences, Elsevier, 2011, 181 (18), pp.3925-3945. 〈10.1016/j.ins.2011.05.007〉. 〈hal-00651875〉
  • Matthias Troffaes, Sebastien Destercke. Probability boxes on totally preordered spaces for multivariate modelling. International Journal of Approximate Reasoning, Elsevier, 2011, 52 (6), pp.767-791. 〈10.1016/j.ijar.2011.02.001〉. 〈hal-00651868〉
  • Sébastien Destercke, Didier Dubois, Eric Chojnacki. A consonant approximation of the product of independent consonant random sets. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, World Scientific Publishing, 2009, 17 (6), pp.773-792. 〈hal-00858539〉
  • Sébastien Destercke, Didier Dubois. Can the minimum rule of possibility theory be extended to belief functions?. Lecture notes in computer science, springer, 2009, 5590, pp.299-310. 〈hal-00858538〉
  • Sébastien Destercke, Didier Dubois, Eric Chojnacki. UNIFYING PRACTICAL UNCERTAINTY REPRESENTATIONS: I. GENERALIZED P-BOXES. International Journal of Approximate Reasoning, Elsevier, 2008, pp.29. 〈10.1016/j.ijar.2008.07.003〉. 〈irsn-00311696〉
  • Sebastien Destercke, Serge Guillaume, Brigitte Charnomordic. Building an interpretable fuzzy rule base from data using Orthogonal Least Squares Application to a depollution problem. Fuzzy Sets and Systems, Elsevier, 2007, 158 (18), pp.2078-2094. 〈10.1016/j.fss.2007.04.026〉. 〈irsn-00311750〉

Communication dans un congrès55 documents

  • Charlotte Lousteau-Cazalet, Abdellatif Barakat, Jean-Pierre Belaud, Patrice Buche, Brigitte Charnomordic, et al.. A decision support system using multi-source scientific data, an ontological approach and soft computing - application to eco-efficient biorefinery. FUZZ: Fuzzy Systems, Jul 2016, Vancouver, Canada. IEEE International Conference on Fuzzy Systems, pp.249-256, 2016, 〈10.1109/FUZZ-IEEE.2016.7737694〉. 〈lirmm-01410515〉
  • Yann Soullard, Alessandro Antonucci, Sebastien Destercke. Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge. Soft Methods in Probability and Statistics, Sep 2016, Rome, Italy. Springer International Publishing, Soft Methods for Data Science, pp.455--462, 2016, Soft Methods for Data Science. 〈10.1007/978-3-319-42972-4_56〉. 〈hal-01380411〉
  • Yann Soullard, Sebastien Destercke, Indira Mouttapa Thouvenin. Co-training with Credal Models. 7th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition, Sep 2016, Ulm, Germany. Springer International Publishing, pp.92-104, 2016, Artificial Neural Networks in Pattern Recognition. 〈10.1007/978-3-319-46182-3_8〉. 〈hal-01380427〉
  • Lanting Yu, Sebastien Destercke, Mohamed Sallak, Walter Schon. Comparing System Reliabilities with Ill-Known Probabilities. 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2016), Jun 2016, Eindhoven, Netherlands. 611, pp.619-629, 2016, Communications in Computer and Information Science. 〈10.1007/978-3-319-40581-0_50〉. 〈hal-01346452〉
  • Vu-Linh Nguyen, Sebastien Destercke, Marie-Hélène Masson. Partial Data Querying Through Racing Algorithms. International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, Nov 2016, Da Nang, Vietnam. Lecture Notes in Artificial Intelligence, pp.163 - 174, 2016, 〈10.1007/978-3-319-49046-5_14〉. 〈hal-01396223〉
  • Ignacio Montes, Sebastien Destercke. On Extreme Points of p-Boxes and Belief Functions. 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016), Sep 2016, Rome, Italy. Springer, Advances in Intelligent Systems and Computing, 456, pp.363-371, 2016, Soft Methods for Data Science. 〈10.1007/978-3-319-42972-4_45〉. 〈hal-01396198〉
  • Vu-Linh Nguyen, Sebastien Destercke, Marie-Hélène Masson. Possible and necessary labels in K-nn procedures to query partially labelled data. From Multiple Criteria Decision Aid to Preference Learning, Nov 2016, Paderborn, Germany. 〈hal-01396230〉
  • John Klein, Sebastien Destercke, Olivier Colot. Idempotent Conjunctive Combination of Belief Functions by Distance Minimization. Belief Functions: Theory and Applications, Sep 2016, Pragua, Czech Republic. Springer, Lecture Notes in Computer Science pp.156 - 163, 2016, 9861. 〈10.1007/978-3-319-45559-4_16〉. 〈hal-01396205〉
  • Ignacio Montes, Sebastien Destercke. Comonotone lower probabilities for bivariate and discrete structures. Thomas Augustin and Serena Doria and Enrique Miranda and Erik Quaeghebeur. Ninth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2015), Jul 2015, Pescara, Italy. ISIPTA '15: Proceedings of the Ninth International Symposium on Imprecise Probability: Theories and Applications, pp.207-216, 2015, 〈http://www.sipta.org/isipta15〉. 〈hal-01254278〉
  • Liyao Ma, Sebastien Destercke, Yong Wang. Evidential likelihood flatness as a way to measure data quality: the multinomial case. 16th World Congress of the International Fuzzy Systems Association and the 9th Conference of the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2015), Jun 2015, Gijon, Spain. pp.313-319. 〈hal-01254287〉
  • Nadia Ben Abdallah, Sebastien Destercke. Optimal expert elicitation to reduce interval uncertainty. AUAI press. Uncertainty in Artificial Intelligence (UAI 2015), Jul 2015, Amsterdam, Netherlands. pp.12-22. 〈hal-01200694〉
  • Christophe Labreuche, Sebastien Destercke, Brice Mayag. Elicitation of a Utility from Uncertainty Equivalent Without Standard Gambles. European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty 2015, Jul 2015, Compiègne, France. Springer, Lecture notes in Computer Science, 9161, pp.25-35, 2015, Symbolic and Quantitative Approaches to Reasoning with Uncertainty. 〈10.1007/978-3-319-20807-7_3〉. 〈hal-01200696〉
  • Mohamed Sallak, Sebastien Destercke, Walter Schon, Frédéric Vanderhaegen, Denis Berdjag, et al.. Uncertainty, elicitation of experts' opinion, and human failures: Challenges for RAM analysis of ERTMS SoS. 10th IEEE System of Systems Engineering Conference (SoSE 2015), May 2015, San Antonio, TX, United States. pp.88-93, 2015, 〈10.1109/SYSOSE.2015.7151917〉. 〈hal-01176815〉
  • Sebastien Destercke. Multilabel Prediction with Probability Sets: The Hamming Loss Case.. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2014), Jul 2014, france, France. pp.496-505, 2014. 〈hal-01044994〉
  • Matthias Troffaes, Frank Coolen, Sebastien Destercke. A Note on Learning Dependence Under Severe Uncertainty. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2014), Jul 2014, Montpellier, France. pp.498-507, 2014. 〈hal-01045006〉
  • Sebastien Destercke, Olivier Strauss. Kolmogorov-Smirnov Test for Interval Data. IPMU: Information Processing and Management of Uncertainty in Knowledge-Based, Jul 2014, Montpellier, France. 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Communications in Computer and Information (444), pp.416-425, 2014. 〈hal-01045013〉
  • Sébastien Destercke, Gen Yang. Cautious Ordinal Classification by Binary Decomposition. Machine Learning and Knowledge Discovery in Databases - European Conference ECML/PKDD, Sep 2014, Nancy, France. pp.323 - 337, 2014, 〈10.1007/978-3-662-44848-9_21〉. 〈hal-01076724〉
  • Gen Yang, Sebastien Destercke, Marie-Hélène Masson. Nested Dichotomies with probability sets for multi-class classification. European Conference on Artificial Intelligence (ECAI 2014), Aug 2014, Prague, Czech Republic. pp.363-368. 〈hal-01059865〉
  • Nicolas Sutton Charani, Sebastien Destercke, Thierry Denoeux. Application of E2M Decision Trees to Rubber Quality Prediction. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2014), Jul 2014, Montpellier, France. pp.107-116, 2014, 〈10.1007/978-3-319-08795-5_12〉. 〈hal-01063863〉
  • Sebastien Destercke, Michael Poss, Mohamed Sallak. Reliability analysis with ill-known probabilities and dependencies. International Conference on Vulnerability and Risk Analysis and Management (ICVRAM 2014), Jul 2014, Liverpool, United Kingdom. 2nd International Conference on Vulnerability and Risk Analysis and Management (ICVRAM) and the sixth International Symposium on Uncertainty Modeling and Analysis (ISUMA), pp.887-894, 2014, 〈10.1061/9780784413609.090〉. 〈hal-01063025〉
  • Mohamed Sallak, Sébastien Destercke. Facteurs d'importance imprécis : quelques idées pour les exploiter. QUALITA2013, Mar 2013, Compiègne, France. 〈hal-00823115〉
  • Sebastien Destercke. A pairwise label ranking method with imprecise scores and partial predictions. Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Sep 2013, Prague, Czech Republic. pp.1-16, 2013. 〈hal-00838856〉
  • Nicolas Sutton Charani, Sebastien Destercke, Thierry Denoeux. Learning decision trees from uncertain data with an evidential EM approach. 12th International Conference on Machine Learning and Applications (ICMLA 2013), Dec 2013, Miami, United States. pp.1-6, 2013. 〈hal-00933177〉
  • Sebastien Destercke, Patrice Buche, Brigitte Charnomordic. Decision support system using flexible query and reliability assessment - Application to biodegradable and biosourced packaging design. FUZZ: Fuzzy Systems, Jul 2013, Hyderabad, India. 22th IEEE International Conference on Fuzzy Systems, pp.1-8, 2013, 〈http://www.isical.ac.in/~fuzzieee2013/〉. 〈lirmm-00830426〉
  • Enrique Miranda, Sebastien Destercke. Extreme Points of the Credal Sets Generated by Elementary Comparative Probabilities. Linda Van der Gaag. Proceedings of ECSQARU 2013, Jul 2013, Utrecht, Netherlands. Springer, pp.424-435, 2013, LNAI. 〈hal-00861991〉
  • Felipe Aguirre, Christelle Jacob, Sebastien Destercke, Didier Dubois, Mohamed Sallak. Inclusion/exclusion principle for belief functions. Eighth International Symposium on Imprecise Probability: Theories and Applications, Jul 2013, Compiègne, France. pp.3-13, 2013. 〈hal-00861993〉
  • Frédéric Pichon, Sebastien Destercke, Thomas Burger. Selecting source behavior in information fusion on the basis of consistency and specificity. European Conferences on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2013), 2013, Utrecht, Netherlands. pp.473-484, 2013. 〈hal-00845960〉
  • Sebastien Destercke. 2-monotonicity and independence: nice to have, hard to keep. 11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU), Jul 2012, Belfast, Ireland. Springer, 6717, pp.263-274, 2011, Lecture Notes in Computer Science. 〈10.1007/978-3-642-22152-1_23〉. 〈hal-00655595〉
  • Sebastien Destercke, Thomas Burger. Revisiting the notion of conflicting belief functions. T. Denoeux and M.H. Masson. 2nd International Conference on Belief Functions (BELIEF 2012), 2012, Compiègne, France. Springer, 164, pp.153-160, 2012, Advances in Intelligent and Soft Computing. 〈hal-00664322〉
  • Thomas Burger, Sebastien Destercke. Random generation of mass functions: A short howto. T. Denoeux and M.H. Masson. 2nd International Conference on Belief Functions (BELIEF 2012), 2012, Compiègne, France. Springer, 164, pp.145-152, 2012, Advances in Intelligent and Soft Computing. 〈hal-00664325〉
  • Nicolas Sutton Charani, Sebastien Destercke, Thierry Denoeux. Classification trees based on belief functions. T. Denoeux and M.H. Masson. 2nd International Conference on Belief Functions (BELIEF 2012), May 2012, Compiègne, France. Springer, 164, pp.77-84, 2012, Advances in Intelligent and Soft Computing. 〈10.1007/978-3-642-29461-7_9〉. 〈hal-00723989〉
  • Sebastien Destercke, Violaine Antoine. Combining Imprecise Probability Masses with Maximal Coherent Subsets: Application to Ensemble Classification. Soft Methods in Probability and Statistics, Oct 2012, Germany. pp.27-35, 2012, 〈10.1007/978-3-642-33042-1〉. 〈hal-00745592〉
  • Sebastien Destercke, Benjamin Quost. Correcting Binary Imprecise Classifiers: Local vs Global Approach. Scalable Uncertainty Management, Sep 2012, Germany. pp.299-310, 2012. 〈hal-00745589〉
  • Yosra Mazigh, Boutheina Ben Yaghlane, Sebastien Destercke. Evaluation of Naive Evidential Classifier (NEC): Application to semolina milling value. Scalable Uncertainty Management (SUM 2012), Sep 2012, Marburg, Germany. pp.619-624, 2012. 〈hal-00745590〉
  • Cédric Baudrit, Patrice Buche, Guy Della Valle, Sébastien Destercke, Kamal Kansou, et al.. Knowledge Engineering, a Useful Tool for Integrating Food Chain. 6th International CIGR Technical Symposium, Apr 2011, Nantes, France. Section VI: "Towards a Sustainable Food Chain. Food Process, Bioprocessing and Food Quality Management", 2011, 〈http://impascience.eu/CIGR/〉. 〈lirmm-00611959〉
  • Sebastien Destercke, Patrice Buche, Brigitte Charnomordic. Data reliability assessment in a data warehouse opened on the Web. Flexible Query Answering Systems, Oct 2011, Ghent, Belgium. 7022/2011, pp.174-185, 2011, 〈10.1007/978-3-642-24764-4_16〉. 〈hal-00655599〉
  • Olivier Strauss, Sebastien Destercke. F-boxes for filtering. EUSFLAT: European Society for Fuzzy Logic and Technology, Jul 2011, Aix-les-Bains, France. Atlantis Press, 7th conference of the European Society for Fuzzy Logic and Technology, pp.935-942, 2011, Advances in Intelligent Systems Research. 〈10.2991/eusflat.2011.108〉. 〈hal-00655596〉
  • Troffaes Matthias, Enrique Miranda, Sebastien Destercke. On the connection between probability boxes and possibility measures. The 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011), Jul 2011, Aix-les-Bains, France. pp.836 - 843, 2011, 〈10.2991/eusflat.2011.150〉. 〈hal-00655597〉
  • Troffaes Matthias, Sebastien Destercke. Probability boxes on totally preordered spaces for multivariate modelling. Seventh International Symposium on Imprecise Probability: Theories and Applications (ISIPTA), Jul 2011, Innsbruck, Austria. pp.343-353, 2011. 〈hal-00655598〉
  • Sebastien Destercke, Benjamin Quost. Combining binary classifiers with imprecise probabilities. Integrated Uncertainty in Knowledge Modelling and Decision Making, Oct 2011, Hangzhou, China. Springer, 7027/2011, pp.219-230, 2011, 〈10.1007/978-3-642-24918-1_24〉. 〈hal-00655600〉
  • Sébastien Destercke, Patrice Buche, Carole Guillaume, Valérie Guillard. A Decision Support System to Optimize Fresh Food Packaging. 6th International CIGR Technical Symposium - Section VI: "Towards a Sustainable Food Chain. Food Process, Bioprocessing and Food Quality Management", Apr 2011, Nantes, France. pp.N/A, 2011, 〈http://impascience.eu/CIGR/〉. 〈lirmm-00611956〉
  • Patrice Buche, Brigitte Charnomordic, Sébastien Destercke. Mes données sont-elles fiables ? Vers une réponse évidentielle. LFA: Logique Floue et ses Applications, Nov 2010, Lannion, France. 2010. 〈lirmm-00538950〉
  • Iyan Johnson, Joël Abécassis, Brigitte Charnomordic, Sébastien Destercke, Rallou Thomopoulos. Making Ontology-Based Knowledge and Decision Trees interact: an Approach to Enrich Knowledge and Increase Expert Confidence in Data-Driven Models. KSEM: Knowledge Science, Engineering and Management, 2010, Belfast, United Kingdom. Springer, 4th International Conference on Knowledge Science, Engineering and Management, LNCS (6291), pp.304-316, 2010. 〈lirmm-00538795〉
  • Fatiha Saïs, Rallou Thomopoulos, Sébastien Destercke. Ontology-Driven Possibilistic Reference Fusion. Meersman R. OTM/ODBASE'2010: 9th International Conference on Ontologies, DataBases, and Applications of Semantics, Oct 2010, Crete, Greece. Springer Berlin / Heidelberg, LNCS (6427), pp.1081-1098, 2010, OTM 2010, Part II. 〈inria-00519677〉
  • Sebastien Destercke, Fatiha Saïs, Rallou Thomopoulos. Fusion évidentielle de références et interrogation flexible. LFA: Logique Floue et ses Applications, Nov 2009, Annecy, France. pp.15-22, 2009. 〈inria-00433011〉
  • Sébastien Destercke, Didier Dubois, Eric Chojnacki. Relating Imprecise Representations of imprecise Probabilities. fifth international symposium on imprecise probability: theories and applications, 2007, Prague, Czech Republic. pp.155-165, 2007. 〈irsn-00196674v2〉
  • Sébastien Destercke, Didier Dubois, Eric Chojnacki. Cautious Conjunctive Merging of Belief Functions. Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007, Hammamet, Tunisia. Springer, 4724, pp.332-343, 2007, Lecture notes in artificial intelligence. 〈10.1007/978-3-540-75256-1_31〉. 〈irsn-00196534〉
  • Sébastien Destercke, Didier Dubois, Eric Chojnacki. Possibilistic information fusion using maximal coherent subsets. Rencontres Francophones sur la Logique Floue et ses Applications, 2007, Nimes, France. pp.259-266, 2007. 〈irsn-00196483〉
  • Lev Utkin, Sébastien Destercke. Computing expectations with p-boxes: two views of the same problem. The fifth international symposium on imprecise probability: theories and applications, 2007, Prague, Czech Republic. pp.435-445, 2007. 〈irsn-00196687〉
  • Eric Chojnacki, Jean Baccou, Sébastien Destercke. NUMERICAL SENSITIVITY AND EFFICIENCY IN THE TREATMENT OF EPISTEMIC AND ALEATORY UNCERTAINTY. Fifth International Conference on Sensitivity Analysis of Model Output, 2007, Budapest, Hungary. 〈irsn-00196663〉
  • Sébastien Destercke, Didier Dubois, Eric Chojnacki. Possibilistic information fusion using maximal coherent subsets. Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International, 2007, London, United Kingdom. pp.1-6, 2007, 〈10.1109/FUZZY.2007.4295407〉. 〈irsn-00196586〉
  • Sébastien Destercke, Didier Dubois, Eric Chojnacki. On the relationships between random sets, possibility distributions, p-boxes and clouds. 28th Linz Seminar on fuzzy set theory, 2007, Linz, Austria. 〈irsn-00196689〉
  • Sébastien Destercke, Didier Dubois, Eric Chojnacki. Transforming probability intervals into other uncertainty models. EUSFLAT 2007 proceedings, 2007, Ostrava, Czech Republic. 2, pp.367-373, 2007. 〈irsn-00196700〉
  • Sébastien Destercke, Didier Dubois, Eric Chojnacki. Aggregation of expert opinions and uncertainty theories. Rencontres Francophones sur la Logique Floue et ses Applications, 2006, Toulouse, France. Cepadues, pp.295-302, 2006. 〈irsn-00196474〉
  • Sébastien Destercke, Didier Dubois. A unified view of some representations of imprecise probabilities. Soft methods in probabilities and statistics, 2006, Bristol, United Kingdom. Springer, 37, pp.249-261, 2006, Advances in soft computing. 〈10.1007/3-540-34777-1_30〉. 〈irsn-00196446〉

Poster1 document

  • Rallou Thomopoulos, Sébastien Destercke, Brigitte Charnomordic, Joël Abécassis. An iterative approach to build relevant ontology-aware data-driven models - application to food processes. EFFoST'2012: Annual Meeting "A Lunch Box for Tomorrow: An interactive combination of integrated analysis and specialized knowledge of food", 2012, Montpellier, France. 2012. 〈lirmm-00835215〉

Chapitre d'ouvrage3 documents

  • Sebastien Destercke, Didier Dubois. Other uncertainty theories based on capacities. T. Augustin, F. Coolen, G. De Cooman, M. Troffaes. Introduction to Imprecise Probabilities, Wiley, pp.93-112, 2014, Wiley series in probability and statistics, 978-0-470-97381-3. 〈hal-00999503〉
  • Sebastien Destercke, Didier Dubois. Special Cases. T. Augustin, F. Coolen, G. De Cooman, M. Troffaes. Introduction to Imprecise Probabilities, Wiley, pp.79-91, 2014, Wiley series in probability and statistics, 978-0-470-97381-3. 〈hal-00999488〉
  • Patrice Buche, Sebastien Destercke, Valérie Guillard, Ollivier Haemmerlé, Rallou Thomopoulos. Flexible bipolar querying of uncertain data using an ontology. Flexible Approaches in Data, Information and Knowledge Management, 467, Springer, pp.165-188, 2013, Studies in Computational Intelligence, 〈10.1007/978-3-319-00954-4_8〉. 〈lirmm-00764985〉

Direction d'ouvrage, Proceedings, Dossier4 documents

  • Sebastien Destercke, Thierry Denoeux. Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings. European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty 2015, Jul 2015, Compiègne, France. 9161, Springer, 2015, Lecture Notes in Computer Science, 〈10.1007/978-3-319-20807-7〉. 〈hal-01200698〉
  • Sebastien Destercke, Cozman Fabio, Teddy Seidenfeld. Imprecise Probability: Theories and Applications (ISIPTA'13), special issue. France. 55, 2015, International Journal of Approximate Reasoning, 〈10.1016/j.ijar.2014.11.001〉. 〈hal-01103248〉
  • Sebastien Destercke, Mylène Masson, Benjamin Quost. BELIEF 2012 conference special issue. France. 55 (1), 2014, International Journal of Approximate Reasoning, 〈10.1016/j.ijar.2013.10.005〉. 〈hal-01103250〉
  • Sebastien Destercke, Thierry Denoeux, Cozman Fabio, Teddy Seidenfeld. Proceedings of Eighth International Symposium on Imprecise Probability: Theories and Application. Université de Technologie de Compiègne, pp.412, 2013, 978-2-913923-35-5. 〈hal-00861990〉

Thèse1 document

  • Destercke Sebastien. Uncertainty representation and combination: new results with application to nuclear safety issues. Other [cs.OH]. Université Paul Sabatier - Toulouse III, 2008. English. 〈tel-00355145〉