Sébastien Destercke

226 papers A* 3A 7B 7C 20Journal 88Unranked 94

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Copula-based conformal prediction for prioritized heterogeneous multi-task learning. Pattern Recognit. Bruce Cyusa Mukama, Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2026	J	`jnl`	Quantification of Credal Uncertainty: A Distance-Based Approach. CoRR Xabier Gonzalez-Garcia, Siu Lun Chau, Julian Rodemann, Michele Caprio, Krikamol Muandet, Humberto Bustince, Sébastien Destercke, Eyke Hüllermeier, Yusuf Sale
2026	J	`jnl`	Upper Entropy for 2-Monotone Lower Probabilities. CoRR Tuan-Anh Vu, Sébastien Destercke, Frédéric Pichon
2025	—	`conf`	Cadres d'argumentation bipolaire quantitatifs avec incertitude. JIAF-JFPDA Jordan Thieyre, Caren Al Anaissy, Aurélie Beynier, Sébastien Destercke, Nicolas Maudet, Srdjan Vesic
2025	—	`conf`	Credal discrete classifier. ISIPTA Wenlong Chen, Cyprien Gilet, Benjamin Quost, Sébastien Destercke
2025	J	`jnl`	Credal ensembling in multi-class classification. Mach. Learn. Vu-Linh Nguyen, Haifei Zhang, Sébastien Destercke
2025	C	`conf`	Discrete Minimax Probabilistic Classifier Chains for Multi-label Classification Under Label Imbalance. ECSQARU Salvador Madrigal, Cyprien Gilet, Vu-Linh Nguyen, Sébastien Destercke
2025	A	`conf`	Guaranteed Prediction Sets for Functional Surrogate Models. UAI Ander Gray, Vignesh Gopakumar, Sylvain Rousseau, Sébastien Destercke
2025	J	`jnl`	Guaranteed confidence-band enclosures for PDE surrogates. CoRR Ander Gray, Vignesh Gopakumar, Sylvain Rousseau, Sébastien Destercke
2025	—	`conf`	Hierarchical Copula-based Conformal Prediction and Exact Validity via Nested Prediction Regions. COPA Bruce Cyusa Mukama, Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke
2025	—	`conf`	Information Fusion as a Useful Tool to Estimate Parameters from Imprecise Data? IUKM (1) Sébastien Destercke
2025	—	`ed.`	International Symposium on Imprecise Probabilities: Theories and Applications, 15-18 July 2025, Bielefeld, Germany. ISIPTA Sébastien Destercke, Alexander Erreygers, Max Nendel, Frank Riedel, Matthias C. M. Troffaes
2025	—	`conf`	On the value of varied evidence for imprecise probabilities. ISIPTA Jürgen Landes, Sébastien Destercke
2025	C	`conf`	Possibilistic Logic and Inference for Linear Systems. ECSQARU Armand Gaudillier, Khaled Belahcène, Wassila Ouerdane, Sébastien Destercke
2025	J	`jnl`	Reducing Aleatoric and Epistemic Uncertainty through Multi-modal Data Acquisition. CoRR Arthur Hoarau, Benjamin Quost, Sébastien Destercke, Willem Waegeman
2025	—	`conf`	Robust Classification in Bayesian Neural Networks. IUKM (1) Kim-Dung Tran, Xuan-Truong Hoang, Vu-Linh Nguyen, Sébastien Destercke, Van-Nam Huynh
2025	—	`conf`	Robust Decisions: Bridging the Quantitative-Qualitative Gap. EUSFLAT (2) Sébastien Destercke, Agnès Rico
2025	J	`jnl`	Robust Explanations Through Uncertainty Decomposition: A Path to Trustworthier AI. CoRR Chenrui Zhu, Louenas Bounia, Vu-Linh Nguyen, Sébastien Destercke, Arthur Hoarau
2025	C	`conf`	Robust Explanations: The Case of Prime Implicants. ECSQARU Chenrui Zhu, Vu-Linh Nguyen, Marie-Hélène Masson, Sébastien Destercke
2025	—	`ed.`	Scalable Uncertainty Management - 16th International Conference, SUM 2024, Palermo, Italy, November 27-29, 2024, Proceedings SUM Sébastien Destercke, Maria Vanina Martinez, Giuseppe Sanfilippo
2025	—	`conf`	Théorie des possibilités et modèles numériques linéaires pour l'inférence sur une base de croyances. JIAF-JFPDA Armand Gaudillier, Khaled Belahcène, Wassila Ouerdane, Sébastien Destercke
2025	—	`conf`	Towards evaluating set-valued predictions with partial observations. FUZZ Lucie Kunitomo-Jacquin, Abdelhak Imoussaten, Sébastien Destercke, Christophe Marsala, Ken Fukuda
2025	A	`conf`	Uncertainty in Quantitative Bipolar Argumentation Frameworks. ECAI Jordan Thieyre, Caren Al Anaissy, Aurélie Beynier, Sébastien Destercke, Nicolas Maudet, Srdjan Vesic
2025	—	`conf`	Uncertainty in Quantitative Bipolar Argumentation Frameworks. ECSQARU (Workshops and Tutorials) Jordan Thieyre, Caren Al Anaissy, Aurélie Beynier, Sébastien Destercke, Nicolas Maudet, Srdjan Vesic
2024	J	`jnl`	Advances in preference handling: foreword. Ann. Math. Artif. Intell. Khaled Belahcène, Sébastien Destercke, Christophe Labreuche, Meltem Öztürk, Paolo Viappiani
2024	—	`conf`	Copula-based conformal prediction for object detection: a more efficient approach. COPA Bruce Cyusa Mukama, Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke
2024	—	`conf`	Discrete Minimax Binary Relevance Classifier for Imbalanced Multi-label Classification. SUM Salvador Madrigal, Vu-Linh Nguyen, Cyprien Gilet, Sébastien Destercke
2024	J	`jnl`	Editorial of the special issue "Synergies Between Machine Learning and Reasoning". Int. J. Approx. Reason. Sébastien Destercke, Jérôme Mengin, Henri Prade
2024	—	`conf`	Elicitation for Decision Problems Under Severe Uncertainties. SUM Nawapon Nakharutai, Matthias C. M. Troffaes, Sébastien Destercke
2024	—	`conf`	Explications et caractérisation de décisions équitables. JIAF-JFPDA Hénoïk Willot, Khaled Belahcène, Sébastien Destercke
2024	—	`conf`	Geospatial Uncertainties: A Focus on Intervals and Spatial Models Based on Inverse Distance Weighting. IPMU (1) Priscillia Labourg, Sébastien Destercke, Romain Guillaume, Jérémy Rohmer, Benjamin Quost, Stéphane Belbèze
2024	J	`jnl`	Handling inconsistency in (numerical) preferences using possibility theory. Inf. Fusion Loïc Adam, Sébastien Destercke
2024	J	`jnl`	Inferring from an imprecise Plackett-Luce model: Application to label ranking. Fuzzy Sets Syst. Loïc Adam, Arthur Van Camp, Sébastien Destercke, Benjamin Quost
2024	J	`jnl`	On the enumeration of non-dominated matroids with imprecise weights. Int. J. Approx. Reason. Tom Davot, Tuan-Anh Vu, Sébastien Destercke, David Savourey
2024	A	`conf`	Principled Explanations for Robust Redistributive Decisions. ECAI Hénoïk Willot, Khaled Belahcène, Sébastien Destercke
2024	J	`jnl`	Regret-based budgeted decision rules under severe uncertainty. Inf. Sci. Nawapon Nakharutai, Sébastien Destercke, Matthias C. M. Troffaes
2024	C	`conf`	Robust Confidence Intervals for Digital Surface Models Using Satellite Photogrammetry. IGARSS Roman Malinowski, Emmanuelle Sarrazin, Emmanuel Dubois, Loïc Dumas, Sébastien Destercke
2024	J	`jnl`	Robust Confidence Intervals in Stereo Matching using Possibility Theory. CoRR Roman Malinowski, Emmanuelle Sarrazin, Loïc Dumas, Emmanuel Dubois, Sébastien Destercke
2024	—	`conf`	Robust Discrete Bayesian Classifier Under Covariate and Label Noise. SUM Wenlong Chen, Cyprien Gilet, Benjamin Quost, Sébastien Destercke
2024	J	`jnl`	Softmin discrete minimax classifier for imbalanced classes and prior probability shifts. Mach. Learn. Cyprien Gilet, Marie Guyomard, Sébastien Destercke, Lionel Fillatre
2024	—	`conf`	Suppressing Impulse Noise via Cloud Filtering. IPMU (3) Olivier Strauss, Frédéric Comby, Sébastien Destercke
2024	J	`jnl`	Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group. Int. J. Approx. Reason. Ismaïl Baaj, Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Marie-Jeanne Lesot, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Olivier Strauss, Christel Vrain
2024	J	`jnl`	Uncertainty propagation in stereo matching using copulas. Int. J. Approx. Reason. Roman Malinowski, Sébastien Destercke, Loïc Dumas, Emmanuel Dubois, Emmanuelle Sarrazin
2023	C	`conf`	Handling Inconsistency in (Numerical) Preferences Using Possibility Theory. ECSQARU Loïc Adam, Sébastien Destercke
2023	J	`jnl`	Integrating collective know-how for multicriteria decision support in agrifood chains - application to cheesemaking. Frontiers Artif. Intell. Patrice Buche, Julien Couteaux, Julien Cufi, Sébastien Destercke, Alrick Oudot
2023	C	`conf`	Learning Sets of Probabilities Through Ensemble Methods. ECSQARU Vu-Linh Nguyen, Haifei Zhang, Sébastien Destercke
2023	—	`conf`	Learning calibrated belief functions from conformal predictions. ISIPTA Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost
2023	—	`conf`	Les implicants premiers, un outil polyvalent pour l'explication de classification robuste. JIAF Hénoïk Willot, Sébastien Destercke, Khaled Belahcène
2023	J	`jnl`	On Computing Evidential Centroid Through Conjunctive Combination: An Impossibility Theorem. IEEE Trans. Artif. Intell. Yiru Zhang, Sébastien Destercke, Zuowei Zhang, Tassadit Bouadi, Arnaud Martin
2023	C	`conf`	On the Enumeration of Non-dominated Spanning Trees with Imprecise Weights. ECSQARU Tom Davot, Sébastien Destercke, David Savourey
2023	—	`conf`	Prime implicants as a versatile tool to explain robust classification. ISIPTA Hénoïk Willot, Sébastien Destercke, Khaled Belahcène
2023	—	`conf`	Self Learning using Venn-Abers predictors. COPA Come Rodriguez, Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost
2023	—	`conf`	Uncertainty propagation using copulas in a 3D stereo matching pipeline. ISIPTA Roman Malinowski, Sébastien Destercke, Emmanuel Dubois, Loïc Dumas, Emmanuelle Sarrazin
2022	—	`conf`	A Robust Bayesian Estimation Approach for the Imprecise Plackett-Luce Model. IPMU (1) Tathagata Basu, Sébastien Destercke, Benjamin Quost
2022	—	`conf`	Copules, probabilités inférieures et ensembles aléatoires : comment et quand les appliquer? LFA Roman Malinowski, Sébastien Destercke
2022	—	`conf`	Decision Making Under Severe Uncertainty on a Budget. SUM Nawapon Nakharutai, Sébastien Destercke, Matthias C. M. Troffaes
2022	—	`conf`	Ellipsoidal conformal inference for Multi-Target Regression. COPA Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2022	—	`conf`	Explaining Robust Classification Through Prime Implicants. SUM Hénoïk Willot, Sébastien Destercke, Khaled Belahcène
2022	—	`conf`	Explications de classifications robustes à l'aide d'implicants premiers. LFA Hénoïk Willot, Sébastien Destercke, Khaled Belahcène
2022	—	`conf`	Explications de recommandations fondées sur des principes d'équité à l'aide de transferts. JIAF Hénoïk Willot, Khaled Belahcène, Sébastien Destercke
2022	—	`conf`	Necessary and Possibly Optimal Items in Selecting Problems. IPMU (1) Sébastien Destercke, Romain Guillaume
2022	J	`jnl`	Processing distortion models: A comparative study. Int. J. Approx. Reason. Sébastien Destercke, Ignacio Montes, Enrique Miranda
2022	—	`conf`	Prédiction conformelle basée sur les copules pour la régression multi-cibles. EGC Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2022	A	`conf`	Quantification of Credal Uncertainty in Machine Learning: A Critical Analysis and Empirical Comparison. UAI Eyke Hüllermeier, Sébastien Destercke, Mohammad Hossein Shaker
2022	J	`jnl`	Skeptical binary inferences in multi-label problems with sets of probabilities. CoRR Yonatan Carlos Carranza Alarcón, Sébastien Destercke
2022	—	`conf`	Sous-ensembles maximaux cohérents multidimensionnels rendus faciles : illustration sur un problème d'estimation. LFA Loïc Adam, Sébastien Destercke
2022	—	`conf`	Uncertain data in learning: challenges and opportunities. COPA Sébastien Destercke
2022	—	`conf`	Using Atomic Bounds to Get Sub-modular Approximations. SUM Sébastien Destercke, Agnès Rico, Olivier Strauss
2021	—	`conf`	A Note About Entropy and Inconsistency in Evidence Theory. BELIEF Anne-Laure Jousselme, Frédéric Pichon, Nadia Ben Abdallah, Sébastien Destercke
2021	—	`conf`	Class-wise confidence for debt prediction in real estate management: discussion and lessons learned from an application. COPA Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2021	J	`jnl`	Copula-based conformal prediction for Multi-Target Regression. CoRR Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2021	J	`jnl`	Copula-based conformal prediction for multi-target regression. Pattern Recognit. Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2021	—	`conf`	Distributionally Robust, Skeptical Binary Inferences in Multi-label Problems. ISIPTA Yonatan Carlos Carranza Alarcón, Sébastien Destercke
2021	J	`jnl`	Imprecise Gaussian discriminant classification. Pattern Recognit. Yonatan Carlos Carranza Alarcón, Sébastien Destercke
2021	—	`conf`	Incremental Elicitation of Preferences: Optimist or Pessimist? ADT Loïc Adam, Sébastien Destercke
2021	J	`jnl`	Inference and Decision in Credal Occupancy Grids: Use Case on Trajectory Planning. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Marie-Hélène Masson, Sébastien Destercke, Véronique Cherfaoui
2021	—	`conf`	Logical and Evidential Inconsistencies Meet: First Steps. BELIEF Nadia Ben Abdallah, Sébastien Destercke, Anne-Laure Jousselme, Frédéric Pichon
2021	C	`conf`	Multi-label Chaining with Imprecise Probabilities. ECSQARU Yonatan Carlos Carranza Alarcón, Sébastien Destercke
2021	J	`jnl`	Multi-label Chaining with Imprecise Probabilities. CoRR Yonatan Carlos Carranza Alarcón, Sébastien Destercke
2021	A	`conf`	Possibilistic preference elicitation by minimax regret. UAI Loïc Adam, Sébastien Destercke
2021	—	`conf`	Processing Multiple Distortion Models: a Comparative Study. ISIPTA Sébastien Destercke, Ignacio Montes, Enrique Miranda
2021	J	`jnl`	Racing trees to query partial data. Soft Comput. Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson, Rashad Ghassani
2020	—	`conf`	Approximating General Kernels by Extended Fuzzy Measures: Application to Filtering. IPMU (2) Sébastien Destercke, Agnès Rico, Olivier Strauss
2020	—	`conf`	Cautious Label-Wise Ranking with Constraint Satisfaction. IPMU (2) Yonatan Carlos Carranza Alarcón, Soundouss Messoudi, Sébastien Destercke
2020	J	`jnl`	Cautious relational clustering: A thresholding approach. Expert Syst. Appl. Marie-Hélène Masson, Benjamin Quost, Sébastien Destercke
2020	—	`conf`	Conformal multi-target regression using neural networks. COPA Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2020	—	`conf`	Dealing with Atypical Instances in Evidential Decision-Making. SUM Benjamin Quost, Marie-Hélène Masson, Sébastien Destercke
2020	—	`conf`	Dealing with Inconsistent Measurements in Inverse Problems: An Approach Based on Sets and Intervals. IPMU (3) Krushna Shinde, Pierre Feissel, Sébastien Destercke
2020	—	`conf`	Deep Conformal Prediction for Robust Models. IPMU (1) Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke
2020	—	`conf`	Equity in Learning Problems: An OWA Approach. SUM Juliette Ortholand, Sébastien Destercke, Khaled Belahcène
2020	—	`conf`	Handling Mixture Optimisation Problem Using Cautious Predictions and Belief Functions. IPMU (2) Lucie Jacquin, Abdelhak Imoussaten, Sébastien Destercke
2020	—	`conf`	Inferring from an Imprecise Plackett-Luce Model: Application to Label Ranking. SUM Loïc Adam, Arthur Van Camp, Sébastien Destercke, Benjamin Quost
2020	B	`conf`	Manipulating Focal Sets on the Unit Simplex: Application to Plastic Sorting. FUZZ-IEEE Lucie Jacquin, Abdelhak Imoussaten, Sébastien Destercke, François Trousset, Jacky Montmain, Didier Perrin
2020	—	`conf`	Prédiction conformelle profonde pour des modèles robustes. EGC Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke
2020	J	`jnl`	Special issue from the 5th International Conference on Belief Functions (BELIEF 2018). Int. J. Approx. Reason. Sébastien Destercke, David Mercier, Frédéric Pichon
2020	J	`jnl`	Special issue on 9th International Conference on Soft Methods in Probability and Statistics (SMPS). Int. J. Approx. Reason. Sébastien Destercke, Maria Brigida Ferraro, Beatriz Sinova
2020	J	`jnl`	Unifying neighbourhood and distortion models: part I - new results on old models. Int. J. Gen. Syst. Ignacio Montes, Enrique Miranda, Sébastien Destercke
2020	J	`jnl`	Unifying neighbourhood and distortion models: part II - new models and synthesis. Int. J. Gen. Syst. Ignacio Montes, Enrique Miranda, Sébastien Destercke
2019	—	`conf`	A Unifying Frame for Neighbourhood and Distortion Models. ISIPTA Enrique Miranda, Ignacio Montes, Sébastien Destercke
2019	B	`conf`	Epistemic Uncertainty Sampling. DS Vu-Linh Nguyen, Sébastien Destercke, Eyke Hüllermeier
2019	J	`jnl`	Epistemic Uncertainty Sampling. CoRR Vu-Linh Nguyen, Sébastien Destercke, Eyke Hüllermeier
2019	J	`jnl`	From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group). CoRR Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Romain Guillaume, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Christel Vrain
2019	J	`jnl`	From set relations to belief function relations. Int. J. Approx. Reason. Sébastien Destercke, Frédéric Pichon, John Klein
2019	A*	`conf`	How to Handle Missing Values in Multi-Criteria Decision Aiding?. IJCAI Christophe Labreuche, Sébastien Destercke
2019	—	`conf`	Imprecise Gaussian Discriminant Classification. ISIPTA Yonatan Carlos Carranza Alarcón, Sébastien Destercke
2019	—	`conf`	Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants. SUM Eyke Hüllermeier, Sébastien Destercke, Inés Couso
2019	—	`conf`	On Cautiousness and Expressiveness in Interval-Valued Logic. SUM Sébastien Destercke, Sylvain Lagrue
2019	J	`jnl`	Pari-mutuel probabilities as an uncertainty model. Inf. Sci. Ignacio Montes, Enrique Miranda, Sébastien Destercke
2019	—	`conf`	Preference Elicitation with Uncertainty: Extending Regret Based Methods with Belief Functions. SUM Pierre-Louis Guillot, Sébastien Destercke
2019	J	`jnl`	Special issue on the tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '17). Int. J. Approx. Reason. Alessandro Antonucci, Giorgio Corani, Inés Couso, Sébastien Destercke
2019	—	`ed.`	Uncertainty Modelling in Data Science, SMPS 2018, Compiègne, France, 17-21 September 2018. SMPS Sébastien Destercke, Thierry Denoeux, María Angeles Gil, Przemyslaw Grzegorzewski, Olgierd Hryniewicz
2018	J	`jnl`	A generic framework to include belief functions in preference handling and multi-criteria decision. Int. J. Approx. Reason. Sébastien Destercke
2018	—	`ed.`	Belief Functions: Theory and Applications - 5th International Conference, BELIEF 2018, Compiègne, France, September 17-21, 2018, Proceedings BELIEF Sébastien Destercke, Thierry Denoeux, Fabio Cuzzolin, Arnaud Martin
2018	J	`jnl`	Classification by pairwise coupling of imprecise probabilities. Pattern Recognit. Benjamin Quost, Sébastien Destercke
2018	—	`conf`	Density Estimation with Imprecise Kernels: Application to Classification. SMPS Guillaume Dendievel, Sébastien Destercke, Pierre Wachalski
2018	—	`conf`	From Relations Between Sets to Relations Between Belief Functions. BELIEF Sébastien Destercke, Frédéric Pichon, John Klein
2018	J	`jnl`	Idempotent conjunctive and disjunctive combination of belief functions by distance minimization. Int. J. Approx. Reason. John Klein, Sébastien Destercke, Olivier Colot
2018	J	`jnl`	Partial data querying through racing algorithms. Int. J. Approx. Reason. Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson
2018	J	`jnl`	Reasons and Means to Model Preferences as Incomplete. CoRR Olivier Cailloux, Sébastien Destercke
2018	A*	`conf`	Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty. IJCAI Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson, Eyke Hüllermeier
2017	C	`conf`	A Generic Framework to Include Belief Functions in Preference Handling for Multi-criteria Decision. ECSQARU Sébastien Destercke
2017	—	`conf`	A Study of the Pari-Mutuel Model from the Point of View of Imprecise Probabilities. ISIPTA Ignacio Montes, Enrique Miranda, Sébastien Destercke
2017	J	`jnl`	Cautious classification with nested dichotomies and imprecise probabilities. Soft Comput. Gen Yang, Sébastien Destercke, Marie-Hélène Masson
2017	J	`jnl`	Comonotonicity for sets of probabilities. Fuzzy Sets Syst. Ignacio Montes, Sébastien Destercke
2017	J	`jnl`	ECSQARU 2015 special issue. Int. J. Approx. Reason. Sébastien Destercke
2017	J	`jnl`	Easy and optimal queries to reduce set uncertainty. Eur. J. Oper. Res. Nadia Ben Abdallah, Sébastien Destercke, Mohamed Sallak
2017	—	`conf`	K-Nearest Neighbour Classification for Interval-Valued Data. SUM Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson
2017	J	`jnl`	On extreme points of p-boxes and belief functions. Ann. Math. Artif. Intell. Ignacio Montes, Sébastien Destercke
2017	J	`jnl`	On the median in imprecise ordinal problems. Ann. Oper. Res. Sébastien Destercke
2017	—	`ed.`	Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, Lugano, Switzerland, 10-14 July 2017. ISIPTA Alessandro Antonucci, Giorgio Corani, Inés Couso, Sébastien Destercke
2017	A*	`conf`	Querying Partially Labelled Data to Improve a K-nn Classifier. AAAI Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson
2017	—	`conf`	Reasons and Means to Model Preferences as Incomplete. SUM Olivier Cailloux, Sébastien Destercke
2017	J	`jnl`	The Costs of Indeterminacy: How to Determine Them? IEEE Trans. Cybern. Gen Yang, Sébastien Destercke, Marie-Hélène Masson
2016	J	`jnl`	A decision support system for eco-efficient biorefinery process comparison using a semantic approach. Comput. Electron. Agric. Charlotte Lousteau-Cazalet, Abdellatif Barakat, Jean Pierre Belaud, Patrice Buche, Guillaume Busset, Brigitte Charnomordic, Stéphane Dervaux, Sébastien Destercke, Juliette Dibie, Caroline Sablayrolles, Claire Vialle
2016	B	`conf`	A decision support system using multi-source scientific data, an ontological approach and soft computing - application to eco-efficient biorefinery. FUZZ-IEEE Charlotte Lousteau-Cazalet, Abdellatif Barakat, Jean Pierre Belaud, Patrice Buche, Guillaume Busset, Brigitte Charnomordic, Stéphane Dervaux, Sébastien Destercke, Juliette Dibie, Caroline Sablayrolles, Claire Vialle
2016	J	`jnl`	An extension of the FURIA classification algorithm to low quality data through fuzzy rankings and its application to the early diagnosis of dyslexia. Neurocomputing Ana M. Palacios, Luciano Sánchez, Inés Couso, Sébastien Destercke
2016	—	`conf`	Co-training with Credal Models. ANNPR Yann Soullard, Sébastien Destercke, Indira Thouvenin
2016	—	`conf`	Comparing System Reliabilities with Ill-Known Probabilities. IPMU (2) Lanting Yu, Sébastien Destercke, Mohamed Sallak, Walter Schön
2016	—	`conf`	Idempotent Conjunctive Combination of Belief Functions by Distance Minimization. BELIEF John Klein, Sébastien Destercke, Olivier Colot
2016	J	`jnl`	Interpreting evidential distances by connecting them to partial orders: Application to belief function approximation. Int. J. Approx. Reason. John Klein, Sébastien Destercke, Olivier Colot
2016	J	`jnl`	Modelling and predicting partial orders from pairwise belief functions. Soft Comput. Marie-Hélène Masson, Sébastien Destercke, Thierry Denoeux
2016	—	`conf`	On Extreme Points of p-Boxes and Belief Functions. SMPS Ignacio Montes, Sébastien Destercke
2016	J	`jnl`	Online active learning of decision trees with evidential data. Pattern Recognit. Liyao Ma, Sébastien Destercke, Yong Wang
2016	—	`conf`	Partial Data Querying Through Racing Algorithms. IUKM Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson
2016	—	`conf`	Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge. SMPS Yann Soullard, Alessandro Antonucci, Sébastien Destercke
2016	J	`jnl`	Unifying parameter learning and modelling complex systems with epistemic uncertainty using probability interval. Inf. Sci. Cédric Baudrit, Sébastien Destercke, Pierre-Henri Wuillemin
2015	J	`jnl`	A Consistency-Specificity Trade-Off to Select Source Behavior in Information Fusion. IEEE Trans. Cybern. Frédéric Pichon, Sébastien Destercke, Thomas Burger
2015	J	`jnl`	A Decision Support System to design modified atmosphere packaging for fresh produce based on a bipolar flexible querying approach. Comput. Electron. Agric. Valérie Guillard, Patrice Buche, Sébastien Destercke, Nouredine Tamani, Madalina Croitoru, Luc Menut, Carole Guillaume, Nathalie Gontard
2015	J	`jnl`	A geometric and game-theoretic study of the conjunction of possibility measures. Inf. Sci. Enrique Miranda, Matthias C. M. Troffaes, Sébastien Destercke
2015	J	`jnl`	Cautious label ranking with label-wise decomposition. Eur. J. Oper. Res. Sébastien Destercke, Marie-Hélène Masson, Michael Poss
2015	C	`conf`	Elicitation of a Utility from Uncertainty Equivalent Without Standard Gambles. ECSQARU Christophe Labreuche, Sébastien Destercke, Brice Mayag
2015	—	`conf`	Evidential likelihood flatness as a way tomeasure data quality: the multinomial case. IFSA-EUSFLAT Liyao Ma, Sébastien Destercke, Yong Wang
2015	J	`jnl`	Imprecise Probability: Theories and Applications (ISIPTA'13). Int. J. Approx. Reason. Fábio Gagliardi Cozman, Sébastien Destercke, Teddy Seidenfeld
2015	J	`jnl`	Multilabel predictions with sets of probabilities: The Hamming and ranking loss cases. Pattern Recognit. Sébastien Destercke
2015	A	`conf`	Optimal expert elicitation to reduce interval uncertainty. UAI Nadia Ben Abdallah, Sébastien Destercke
2015	J	`jnl`	Ranking of fuzzy intervals seen through the imprecise probabilistic lens. Fuzzy Sets Syst. Sébastien Destercke, Inés Couso
2015	C	`ed.`	Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings ECSQARU Sébastien Destercke, Thierry Denoeux
2015	—	`conf`	Uncertainty, elicitation of experts' opinion, and human failures: Challenges for RAM analysis of ERTMS SoS. SoSE Mohamed Sallak, Sébastien Destercke, Walter Schön, Frédéric Vanderhaegen, Denis Berdjag, Christophe Simon
2014	—	`conf`	A Note on Learning Dependence under Severe Uncertainty. IPMU (3) Matthias C. M. Troffaes, Frank P. A. Coolen, Sébastien Destercke
2014	—	`conf`	Application of E 2 M Decision Trees to Rubber Quality Prediction. IPMU (1) Nicolas Sutton-Charani, Sébastien Destercke, Thierry Denoeux
2014	—	`conf`	Cautious Ordinal Classification by Binary Decomposition. ECML/PKDD (1) Sébastien Destercke, Gen Yang
2014	J	`jnl`	Comments on "A distance-based statistical analysis of fuzzy number-valued data" by the SMIRE research group. Int. J. Approx. Reason. Sébastien Destercke
2014	J	`jnl`	Comments on "Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization" by Eyke Hüllermeier. Int. J. Approx. Reason. Sébastien Destercke
2014	J	`jnl`	Editorial. Int. J. Approx. Reason. Marie-Hélène Masson, Sébastien Destercke, Benjamin Quost
2014	J	`jnl`	Inclusion-exclusion principle for belief functions. Int. J. Approx. Reason. Felipe Aguirre, Sébastien Destercke, Didier Dubois, Mohamed Sallak, Christelle Jacob
2014	—	`conf`	Kolmogorov-Smirnov Test for Interval Data. IPMU (3) Sébastien Destercke, Olivier Strauss
2014	—	`conf`	Multilabel Prediction with Probability Sets: The Hamming Loss Case. IPMU (2) Sébastien Destercke
2014	A	`conf`	Nested Dichotomies with probability sets for multi-class classification. ECAI Gen Yang, Sébastien Destercke, Marie-Hélène Masson
2014	—	`conf`	Training and Evaluating Classifiers from Evidential Data: Application to E 2 M Decision Tree Pruning. Belief Functions Nicolas Sutton-Charani, Sébastien Destercke, Thierry Denoeux
2013	—	`conf`	A Pairwise Label Ranking Method with Imprecise Scores and Partial Predictions. ECML/PKDD (2) Sébastien Destercke
2013	J	`jnl`	An extension of Universal Generating Function in Multi-State Systems Considering Epistemic Uncertainties. IEEE Trans. Reliab. Sébastien Destercke, Mohamed Sallak
2013	J	`jnl`	An iterative approach to build relevant ontology-aware data-driven models. Inf. Sci. Rallou Thomopoulos, Sébastien Destercke, Brigitte Charnomordic, Iyan Johnson, Joël Abécassis
2013	B	`conf`	Decision support system using flexible query and reliability assessment - application to biodegradable and biosourced packaging design. FUZZ-IEEE Sébastien Destercke, Patrice Buche, Brigitte Charnomordic, Valérie Guillard
2013	J	`jnl`	Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse. IEEE Trans. Knowl. Data Eng. Sébastien Destercke, Patrice Buche, Brigitte Charnomordic
2013	C	`conf`	Extreme Points of the Credal Sets Generated by Elementary Comparative Probabilities. ECSQARU Enrique Miranda, Sébastien Destercke
2013	—	`ch.`	Flexible Bipolar Querying of Uncertain Data Using an Ontology. Flexible Approaches in Data, Information and Knowledge Management Patrice Buche, Sébastien Destercke, Valérie Guillard, Ollivier Haemmerlé, Rallou Thomopoulos
2013	J	`jnl`	How to Randomly Generate Mass Functions. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Thomas Burger, Sébastien Destercke
2013	J	`jnl`	Independence and 2-monotonicity: Nice to have, hard to keep. Int. J. Approx. Reason. Sébastien Destercke
2013	—	`conf`	Learning Decision Trees from Uncertain Data with an Evidential EM Approach. ICMLA (1) Nicolas Sutton-Charani, Sébastien Destercke, Thierry Denoeux
2013	J	`jnl`	On the connection between probability boxes and possibility measures. Inf. Sci. Matthias C. M. Troffaes, Enrique Miranda, Sébastien Destercke
2013	C	`conf`	Selecting Source Behavior in Information Fusion on the Basis of Consistency and Specificity. ECSQARU Frédéric Pichon, Sébastien Destercke, Thomas Burger
2013	J	`jnl`	Toward an Axiomatic Definition of Conflict Between Belief Functions. IEEE Trans. Cybern. Sébastien Destercke, Thomas Burger
2012	J	`jnl`	A K-nearest neighbours method based on imprecise probabilities. Soft Comput. Sébastien Destercke
2012	—	`conf`	Classification Trees Based on Belief Functions. Belief Functions Nicolas Sutton-Charani, Sébastien Destercke, Thierry Denoeux
2012	—	`conf`	Combining Imprecise Probability Masses with Maximal Coherent Subsets: Application to Ensemble Classification. SMPS Sébastien Destercke, Violaine Antoine
2012	—	`conf`	Correcting Binary Imprecise Classifiers: Local vs Global Approach. SUM Sébastien Destercke, Benjamin Quost
2012	—	`conf`	Evaluation of the Naive Evidential Classifier (NEC): A Comparison between Its Two Variants Based on a Real Agronomic Application. SUM Yosra Mazigh, Boutheina Ben Yaghlane, Sébastien Destercke
2012	J	`jnl`	Filtering with clouds. Soft Comput. Sébastien Destercke, Olivier Strauss
2012	—	`conf`	Random Generation of Mass Functions: A Short Howto. Belief Functions Thomas Burger, Sébastien Destercke
2012	—	`conf`	Revisiting the Notion of Conflicting Belief Functions. Belief Functions Sébastien Destercke, Thomas Burger
2011	J	`jnl`	A flexible bipolar querying approach with imprecise data and guaranteed results. Fuzzy Sets Syst. Sébastien Destercke, Patrice Buche, Valérie Guillard
2011	—	`conf`	Combining Binary Classifiers with Imprecise Probabilities. IUKM Sébastien Destercke, Benjamin Quost
2011	C	`conf`	Data Reliability Assessment in a Data Warehouse Opened on the Web. FQAS Sébastien Destercke, Patrice Buche, Brigitte Charnomordic
2011	—	`conf`	F-boxes for filtering. EUSFLAT Conf. Olivier Strauss, Sébastien Destercke
2011	J	`jnl`	Handling bipolar knowledge with imprecise probabilities. Int. J. Intell. Syst. Sébastien Destercke
2011	J	`jnl`	Idempotent conjunctive combination of belief functions: Extending the minimum rule of possibility theory. Inf. Sci. Sébastien Destercke, Didier Dubois
2011	C	`conf`	Independence and 2-Monotonicity: Nice to Have, Hard to Keep. ECSQARU Sébastien Destercke
2011	—	`conf`	On the connection between probability boxes and possibility measures. EUSFLAT Conf. Matthias C. M. Troffaes, Enrique Miranda, Sébastien Destercke
2011	J	`jnl`	Probability boxes on totally preordered spaces for multivariate modelling. Int. J. Approx. Reason. Matthias C. M. Troffaes, Sébastien Destercke
2010	—	`conf`	A Decision Rule for Imprecise Probabilities Based on Pair-Wise Comparison of Expectation Bounds. SMPS Sébastien Destercke
2010	C	`conf`	A K-Nearest Neighbours Method Based on Lower Previsions. IPMU Sébastien Destercke
2010	—	`conf`	A New Contextual Discounting Rule for Lower Probabilities. IPMU (2) Sébastien Destercke
2010	—	`conf`	Evaluating Trust from Past Assessments with Imprecise Probabilities: Comparing Two Approaches. SUM Sébastien Destercke
2010	B	`conf`	Fuzzy belief structures viewed as classical belief structures: A practical viewpoint. FUZZ-IEEE Sébastien Destercke
2010	—	`conf`	Handling Bipolar Knowledge with Credal Sets. SMPS Sébastien Destercke
2010	C	`conf`	Making Ontology-Based Knowledge and Decision Trees Interact: An Approach to Enrich Knowledge and Increase Expert Confidence in Data-Driven Models. KSEM Iyan Johnson, Joël Abécassis, Brigitte Charnomordic, Sébastien Destercke, Rallou Thomopoulos
2010	J	`jnl`	Numerical accuracy and efficiency in the propagation of epistemic and aleatory uncertainties. Int. J. Gen. Syst. Eric Chojnacki, Jean Baccou, Sébastien Destercke
2010	—	`conf`	Ontology-Driven Possibilistic Reference Fusion. OTM Conferences (2) Fatiha Saïs, Rallou Thomopoulos, Sébastien Destercke
2010	C	`conf`	Using Cloudy Kernels for Imprecise Linear Filtering. IPMU Sébastien Destercke, Olivier Strauss
2009	J	`jnl`	A Consonant Approximation of the Product of Independent Consonant Random Sets. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Sébastien Destercke, Didier Dubois, Eric Chojnacki
2009	C	`conf`	Can the Minimum Rule of Possibility Theory Be Extended to Belief Functions?. ECSQARU Sébastien Destercke, Didier Dubois
2009	J	`jnl`	Computing expectations with continuous p-boxes: Univariate case. Int. J. Approx. Reason. Lev V. Utkin, Sébastien Destercke
2009	J	`jnl`	Possibilistic Information Fusion Using Maximal Coherent Subsets. IEEE Trans. Fuzzy Syst. Sébastien Destercke, Didier Dubois, Eric Chojnacki
2008	J	`jnl`	Building an interpretable fuzzy rule base from data using Orthogonal Least Squares Application to a depollution problem CoRR Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
2008	—	`conf`	Generalised p-Boxes on Totally Ordered Spaces. SMPS Enrique Miranda, Matthias C. M. Troffaes, Sébastien Destercke
2008	—	`conf`	Relating Epistemic Irrelevance to Event Trees. SMPS Sébastien Destercke, Gert de Cooman
2008	—	`—`	Uncertainty representation and combination: new results with application to nuclear safety issues. (Représentation et combinaison d'informations incertaines : nouveaux résultats avec applications aux études de sûreté nucléaires). Sébastien Destercke
2008	J	`jnl`	Unifying practical uncertainty representations - I: Generalized p-boxes. Int. J. Approx. Reason. Sébastien Destercke, Didier Dubois, Eric Chojnacki
2008	J	`jnl`	Unifying practical uncertainty representations. II: Clouds. Int. J. Approx. Reason. Sébastien Destercke, Didier Dubois, Eric Chojnacki
2007	J	`jnl`	Building an interpretable fuzzy rule base from data using Orthogonal Least Squares - Application to a depollution problem. Fuzzy Sets Syst. Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
2007	C	`conf`	Cautious Conjunctive Merging of Belief Functions. ECSQARU Sébastien Destercke, Didier Dubois, Eric Chojnacki
2007	J	`jnl`	Numerical Sensitivity and Efficiency in the Treatment of Epistemic and Aleatory Uncertainty CoRR Eric Chojnacki, Jean Baccou, Sébastien Destercke
2007	B	`conf`	Possibilistic information fusion using maximal coherent subsets. FUZZ-IEEE Sébastien Destercke, Didier Dubois, Eric Chojnacki
2007	—	`conf`	Transforming Probability Intervals into Other Uncertainty Models. EUSFLAT Conf. (2) Sébastien Destercke, Didier Dubois, Eric Chojnacki
2007	B	`conf`	Using the OLS Algorithm to Build Interpretable Rule Bases: An Application to a Depollution Problem. FUZZ-IEEE Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
2006	—	`conf`	A Unified View of Some Representations of Imprecise Probabilities. SMPS Sébastien Destercke, Didier Dubois