Sébastien Destercke

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All published works

Action	Title	Year	Authors
+	Credal ensembling in multi-class classification	2025	Vu-Linh Nguyen Haifei Zhang Sébastien Destercke
+	Robust Discrete Bayesian Classifier Under Covariate and Label Noise	2024	Wenlong Chen Cyprien Gilet Benjamin Quost Sébastien Destercke
+	On the enumeration of non-dominated matroids with imprecise weights	2024	Tom Davot Tuan-Anh Vu Sébastien Destercke David Savourey
+ PDF Chat	Robust Confidence Intervals in Stereo Matching using Possibility Theory	2024	Roman Malinowski Emmanuelle Sarrazin Loïc Dumas Emmanuel Dubois Sébastien Destercke
+	Regret-based budgeted decision rules under severe uncertainty	2024	Nawapon Nakharutai Sébastien Destercke Matthias C. M. Troffaes
+	On the Enumeration of Non-dominated Spanning Trees with Imprecise Weights	2023	Tom Davot Sébastien Destercke David Savourey
+ PDF Chat	Copulas, Lower Probabilities and Random Sets: How and When to Apply Them?	2022	Roman Malinowski Sébastien Destercke
+	An Imprecise Label Ranking Method for Heterogeneous Data	2022	Tathagata Basu Sébastien Destercke Benjamin Quost
+	Skeptical binary inferences in multi-label problems with sets of probabilities	2022	Yonatan Carlos Carranza Alarcón Sébastien Destercke
+	A Robust Bayesian Estimation Approach for the Imprecise Plackett–Luce Model	2022	Tathagata Basu Sébastien Destercke Benjamin Quost
+ PDF Chat	Possibilistic Preference Elicitation by Minimax Regret	2021	Loïc Adam Sébastien Destercke
+	Multi-label Chaining with Imprecise Probabilities	2021	Yonatan Carlos Carranza Alarcón Sébastien Destercke
+	Copula-based conformal prediction for multi-target regression	2021	Soundouss Messoudi Sébastien Destercke Sylvain Rousseau
+	Copula-based conformal prediction for Multi-Target Regression	2021	Soundouss Messoudi Sébastien Destercke Sylvain Rousseau
+ PDF Chat	Multi-label Chaining with Imprecise Probabilities	2021	Yonatan Carlos Carranza Alarcón Sébastien Destercke
+ PDF Chat	Logical and Evidential Inconsistencies Meet: First Steps	2021	Nadia Ben Abdallah Sébastien Destercke Anne-Laure Jousselme Frédéric Pichon
+	Multi-label Chaining with Imprecise Probabilities	2021	Yonatan Carlos Carranza Alarcón Sébastien Destercke
+	Copula-based conformal prediction for Multi-Target Regression	2021	Soundouss Messoudi Sébastien Destercke Sylvain Rousseau
+ PDF Chat	Imprecise Gaussian discriminant classification	2020	Yonatan Carlos Carranza Alarcón Sébastien Destercke
+	Unifying neighbourhood and distortion models: part II – new models and synthesis	2020	Ignacio Montes Enrique Miranda Sébastien Destercke
+ PDF Chat	Unifying neighbourhood and distortion models: part I – new results on old models	2020	Ignacio Montes Enrique Miranda Sébastien Destercke
+	Epistemic Uncertainty Sampling	2019	Vu-Linh Nguyen Sébastien Destercke Eyke Hüllermeier
+	Special issue on the tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '17)	2019	Alessandro Antonucci Giorgio Corani Inés Couso Sébastien Destercke
+ PDF Chat	Pari-mutuel probabilities as an uncertainty model	2019	Ignacio Montes Enrique Miranda Sébastien Destercke
+ PDF Chat	Epistemic Uncertainty Sampling	2019	Vu-Linh Nguyen Sébastien Destercke Eyke Hüllermeier
+ PDF Chat	Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants	2019	Eyke Hüllermeier Sébastien Destercke Inés Couso
+	From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)	2019	Zied Bouraoui Antoine Cornuéjols Thierry Denœux Sébastien Destercke Didier Dubois Romain Guillaume João Marques‐Silva Jérôme Mengin Henri Prade Steven Schockaert
+	Epistemic Uncertainty Sampling	2019	Vu-Linh Nguyen Sébastien Destercke Eyke Hüllermeier
+	Reasons and Means to Model Preferences as Incomplete	2017	Olivier Cailloux Sébastien Destercke
+ PDF Chat	Comonotonicity for sets of probabilities	2016	Ignacio Montes Sébastien Destercke
+	The Costs of Indeterminacy: How to Determine Them?	2016	Gen Yang Sébastien Destercke Marie-Hélène Masson
+ PDF Chat	On the median in imprecise ordinal problems	2016	Sébastien Destercke
+ PDF Chat	Comonotone lower probabilities for bivariate and discrete structures	2015	Ignacio Montes Sébastien Destercke
+ PDF Chat	Optimal expert elicitation to reduce interval uncertainty	2015	Nadia Ben Abdallah Sébastien Destercke
+ PDF Chat	Evidential likelihood flatness as a way to measure data quality: the multinomial case	2015	Liyao Ma Sébastien Destercke Yong Wang
+ PDF Chat	Evidential likelihood flatness as a way tomeasure data quality: the multinomial case	2015	Liyao Ma Sébastien Destercke Yong Wang
+ PDF Chat	Ranking of fuzzy intervals seen through the imprecise probabilistic lens	2014	Sébastien Destercke Inés Couso
+ PDF Chat	A geometric and game-theoretic study of the conjunction of possibility measures	2014	Enrique Miranda Matthias C. M. Troffaes Sébastien Destercke
+	Comments on “Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization” by Eyke Hüllermeier	2014	Sébastien Destercke
+	Comments on “A distance-based statistical analysis of fuzzy number-valued data” by the SMIRE research group	2014	Sébastien Destercke
+ PDF Chat	A Note on Learning Dependence under Severe Uncertainty	2014	Matthias C. M. Troffaes Frank P. A. Coolen Sébastien Destercke
+ PDF Chat	Kolmogorov-Smirnov Test for Interval Data	2014	Sébastien Destercke Olivier Strauss
+ PDF Chat	Extreme Points of the Credal Sets Generated by Elementary Comparative Probabilities	2013	Enrique Miranda Sébastien Destercke
+ PDF Chat	Belief Functions: Theory and Applications	2012	Sébastien Destercke Thierry Denœux Fabio Cuzzolin Arnaud Martin
+ PDF Chat	Handling bipolar knowledge with imprecise probabilities	2011	Sébastien Destercke
+ PDF Chat	Probability boxes on totally preordered spaces for multivariate modelling	2011	Matthias C. M. Troffaes Sébastien Destercke
+ PDF Chat	Combining Binary Classifiers with Imprecise Probabilities	2011	Sébastien Destercke Benjamin Quost
+	On the connection between probability boxes and possibility measures	2011	Matthias C. M. Troffaes Enrique Miranda Sébastien Destercke
+	Numerical accuracy and efficiency in the propagation of epistemic and aleatory uncertainties	2010	E. Chojnacki Jean Baccou Sébastien Destercke
+ PDF Chat	A CONSONANT APPROXIMATION OF THE PRODUCT OF INDEPENDENT CONSONANT RANDOM SETS	2009	Sébastien Destercke Didier Dubois E. Chojnacki
+ PDF Chat	Computing expectations with continuous p-boxes: Univariate case	2009	Lev V. Utkin Sébastien Destercke
+	Generalised p-Boxes on Totally Ordered Spaces	2009	Enrique Miranda Matthias C. M. Troffaes Sébastien Destercke
+ PDF Chat	Unifying practical uncertainty representations. II: Clouds	2008	Sébastien Destercke D. Dubois E. Chojnacki
+ PDF Chat	Unifying practical uncertainty representations – I: Generalized p-boxes	2008	Sébastien Destercke Didier Dubois E. Chojnacki
+ PDF Chat	Using the OLS algorithm to build interpretable rule bases: an application to a depollution problem	2007	Sébastien Destercke Serge Guillaume Brigitte Charnomordic
+ PDF Chat	Building an interpretable fuzzy rule base from data using Orthogonal Least Squares—Application to a depollution problem	2007	Sébastien Destercke Serge Guillaume Brigitte Charnomordic
+	Numerical Sensitivity and Efficiency in the Treatment of Epistemic and Aleatory Uncertainty	2007	E. Chojnacki Jean Baccou Sébastien Destercke
+	NUMERICAL SENSITIVITY AND EFFICIENCY IN THE TREATMENT OF EPISTEMIC AND ALEATORY UNCERTAINTY	2007	E. Chojnacki Jean Baccou Sébastien Destercke

Common Coauthors

Coauthor	Papers Together
Enrique Miranda	7
E. Chojnacki	6
Matthias C. M. Troffaes	6
Ignacio Montes	5
Vu-Linh Nguyen	4
Benjamin Quost	4
Eyke Hüllermeier	4
Yonatan Carlos Carranza Alarcón	3
Inés Couso	3
Soundouss Messoudi	3
Sylvain Rousseau	3
Jean Baccou	3
Didier Dubois	3
Roman Malinowski	2
Nadia Ben Abdallah	2
Liyao Ma	2
David Savourey	2
Serge Guillaume	2
Tathagata Basu	2
Tom Davot	2
Thierry Denœux	2
Yonatan-Carlos Carranza-Alarcon	2
Emmanuelle Sarrazin	1
Frank P. A. Coolen	1
Marie-Hélène Masson	1
Nawapon Nakharutai	1
Olivier Cailloux	1
Brigitte Charnomordic	1
Olivier Strauss	1
Cyprien Gilet	1
Frédéric Pichon	1
Haifei Zhang	1
Gen Yang	1
Wenlong Chen	1
Henri Prade	1
Yong Wang	1
João Marques‐Silva	1
Mathieu Serrurier	1
Yong Wang	1
Emmanuel Dubois	1
Tuan-Anh Vu	1
Lev V. Utkin	1
D. Dubois	1
Loïc Adam	1
Giorgio Corani	1
Loïc Dumas	1
Antoine Cornuéjols	1
Christel Vrain	1
Fabio Cuzzolin	1
Alessandro Antonucci	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A Mathematical Theory of Evidence	2020	Glenn Shafer	14
+	A survey of concepts of independence for imprecise probabilities	2000	Inés Couso Serafı́n Moral Peter Walley	9
+ PDF Chat	Unifying practical uncertainty representations – I: Generalized p-boxes	2008	Sébastien Destercke Didier Dubois E. Chojnacki	9
+ PDF Chat	Decision making under uncertainty using imprecise probabilities	2006	Matthias C. M. Troffaes	9
+ PDF Chat	Practical representations of incomplete probabilistic knowledge	2006	Cédric Baudrit Didier Dubois	6
+ PDF Chat	Upper and Lower Probabilities Induced by a Multivalued Mapping	1967	A. P. Dempster	6
+	When upper probabilities are possibility measures	1992	Didier Dubois Henri Prade	6
+ PDF Chat	Unifying practical uncertainty representations. II: Clouds	2008	Sébastien Destercke D. Dubois E. Chojnacki	5
+ PDF Chat	Probability boxes on totally preordered spaces for multivariate modelling	2011	Matthias C. M. Troffaes Sébastien Destercke	5
+	A tutorial on conformal prediction	2007	Glenn Shafer Vladimir Vovk	5
+ PDF Chat	A behavioural model for vague probability assessments	2005	Gert de Cooman	4
+	Clouds, Fuzzy Sets, and Probability Intervals	2004	Arnold Neumaier	4
+	Probabilistic arithmetic. I. Numerical methods for calculating convolutions and dependency bounds	1990	Robert C. Williamson Tom D. Downs	4
+	An Introduction to Copulas	1999	Roger B. Nelsen	4
+	Non-Additive Measure and Integral	1994	Dieter Denneberg	4
+	Fonctions de répartition à N dimensions et leurs marges	1959	Michael Sklar	4
+	Evaluating credal classifiers by utility-discounted predictive accuracy	2012	Marco Zaffalon Giorgio Corani Denis Deratani Mauá	4
+	Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization	2013	Eyke Hüllermeier	4
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	4
+	Inferences from Multinomial Data: Learning About a Bag of Marbles	1996	Peter Walley	3
+	n-Monotone exact functionals	2008	Gert de Cooman Matthias C. M. Troffaes Enrique Miranda	3
+	Inferring a possibility distribution from empirical data	2005	Marie-Hélène Masson Thierry Denœux	3
+	Learning by transduction	1998	Alex Gammerman Vladimir Vovk Vladimir Vapnik	3
+	Improving and benchmarking of algorithms for decision making with lower previsions	2019	Nawapon Nakharutai Matthias C. M. Troffaes Camila Caiado	3
+	Practical Non-Parametric Statistics.	1981	B. M. Brown W. J. Conover	3
+	An introduction to the imprecise Dirichlet model for multinomial data	2004	Jean‐Marc Bernard	3
+ PDF Chat	Sklar's theorem in an imprecise setting	2014	Ignacio Montes Enrique Miranda Renato Pelessoni Paolo Vicig	3
+	On the Foundations of Statistical Inference	1992	Allan Birnbaum	3
+	A distribution-free approach to inducing rank correlation among input variables	1982	Ronald L. Iman W. J. Conover	3
+	Introduction to Measure and Integration	1973	S. J. Taylor	3
+	Probability-Possibility Transformations, Triangular Fuzzy Sets, and Probabilistic Inequalities	2004	Didier Dubois Laurent Foulloy Gilles Mauris Henri Prade	3
+	Divisive Conditioning: Further Results on Dilation	1997	Timothy J. Herron Teddy Seidenfeld Larry Wasserman	3
+	Sequential Quadratic Programming Methods	2011	Philip E. Gill Elizabeth Wong	2
+	Nearest neighbor pattern classification	1967	Thomas M. Cover Peter E. Hart	2
+	Imprecise probability models for inference in exponential families	2005	Erik Quaeghebeur Gert de Cooman	2
+	An overview of robust Bayesian analysis	1994	James O. Berger Elı́as Moreno Luis R. Pericchi M. J. Bayarri José M. Bernardo Juan Antonio Cano Julián de la Horra J. Martı́n David Rı́os Insua Bruno Betrò	2
+ PDF Chat	Upper Probabilities Based Only on the Likelihood Function	1999	Peter Walley Serafı́n Moral	2
+	Correlation and Dependence in Risk Management: Properties and Pitfalls	2002	Paul Embrechts Alexander J. McNeil Daniel Straumann	2
+	A sequential algorithm for training text classifiers	1994	David Lewis William A. Gale	2
+	On the closure of families of fuzzy measures under eventwise aggregations	2005	Andrey G. Bronevich	2
+	Comparing methods for joint objective and subjective uncertainty propagation with an example in a risk assessment	2005	Cédric Baudrit Didier Dubois	2
+ PDF Chat	Dilation for Sets of Probabilities	1993	Teddy Seidenfeld Larry Wasserman	2
+	On the complexity of the robust spanning tree problem with interval data	2003	Ionuţ D. Aron Pascal Van Hentenryck	2
+ PDF Chat	Maximum Likelihood Estimation from Uncertain Data in the Belief Function Framework	2011	Thierry Denœux	2
+ PDF Chat	Efficient Bayesian Inference for Generalized Bradley–Terry Models	2012	François Caron Arnaud Doucet	2
+	Non-additive measure and integral	1994	Dieter Denneberg	2
+	Joint propagation of probability and possibility in risk analysis: Towards a formal framework	2006	Cédric Baudrit Inés Couso Didier Dubois	2
+	Imprecise probability trees: Bridging two theories of imprecise probability	2008	Gert de Cooman Filip Hermans	2
+	The mean value of a fuzzy number	1987	Didier Dubois Henri Prade	2
+ PDF Chat	POSSIBILITY THEORY I: THE MEASURE- AND INTEGRAL-THEORETIC GROUNDWORK	1997	Gert de Cooman	2