Sébastien Destercke
Orcid: 0000-0003-2026-468XAffiliations:
- Université de Technologie de Compiègne, France
According to our database1,
Sébastien Destercke
authored at least 184 papers
between 2006 and 2025.
Collaborative distances:
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Online presence:
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On csauthors.net:
Bibliography
2025
2024
Inf. Fusion, March, 2024
Softmin discrete minimax classifier for imbalanced classes and prior probability shifts.
Mach. Learn., February, 2024
Int. J. Approx. Reason., 2024
Int. J. Approx. Reason., 2024
Int. J. Approx. Reason., 2024
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group.
Int. J. Approx. Reason., 2024
Fuzzy Sets Syst., 2024
Proceedings of the Scalable Uncertainty Management - 16th International Conference, 2024
Discrete Minimax Binary Relevance Classifier for Imbalanced Multi-label Classification.
Proceedings of the Scalable Uncertainty Management - 16th International Conference, 2024
Proceedings of the Scalable Uncertainty Management - 16th International Conference, 2024
Proceedings of the 18èmes Journées d'Intelligence Artificielle Fondamentale et 19èmes Journées Francophones sur la Planification, 2024
Geospatial Uncertainties: A Focus on Intervals and Spatial Models Based on Inverse Distance Weighting.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2024
Robust Confidence Intervals for Digital Surface Models Using Satellite Photogrammetry.
Proceedings of the IGARSS 2024, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
2023
On Computing Evidential Centroid Through Conjunctive Combination: An Impossibility Theorem.
IEEE Trans. Artif. Intell., June, 2023
Integrating collective know-how for multicriteria decision support in agrifood chains - application to cheesemaking.
Frontiers Artif. Intell., February, 2023
Les implicants premiers, un outil polyvalent pour l'explication de classification robuste.
Proceedings of the 17èmes Journées d'Intelligence Artificielle Fondamentale, 2023
Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2023
Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2023
Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2023
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2023
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2023
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023
2022
CoRR, 2022
Quantification of Credal Uncertainty in Machine Learning: A Critical Analysis and Empirical Comparison.
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Scalable Uncertainty Management - 15th International Conference, 2022
Proceedings of the Scalable Uncertainty Management - 15th International Conference, 2022
Proceedings of the Scalable Uncertainty Management - 15th International Conference, 2022
Explications de classifications robustes à l'aide d'implicants premiers.
Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022
Copules, probabilités inférieures et ensembles aléatoires : comment et quand les appliquer?
Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022
Sous-ensembles maximaux cohérents multidimensionnels rendus faciles : illustration sur un problème d'estimation.
Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022
Explications de recommandations fondées sur des principes d'équité à l'aide de transferts.
Proceedings of the 16èmes Journées d'Intelligence Artificielle Fondamentale, 2022
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022
Proceedings of the Extraction et Gestion des Connaissances, 2022
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022
2021
Pattern Recognit., 2021
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2021
Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2021
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2021
Class-wise confidence for debt prediction in real estate management: discussion and lessons learned from an application.
Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021
Proceedings of the Belief Functions: Theory and Applications, 2021
Proceedings of the Belief Functions: Theory and Applications, 2021
Proceedings of the Algorithmic Decision Theory - 7th International Conference, 2021
2020
Int. J. Gen. Syst., 2020
Int. J. Gen. Syst., 2020
Special issue from the 5th International Conference on Belief Functions (BELIEF 2018).
Int. J. Approx. Reason., 2020
Special issue on 9th International Conference on Soft Methods in Probability and Statistics (SMPS).
Int. J. Approx. Reason., 2020
Proceedings of the Scalable Uncertainty Management - 14th International Conference, 2020
Proceedings of the Scalable Uncertainty Management - 14th International Conference, 2020
Dealing with Inconsistent Measurements in Inverse Problems: An Approach Based on Sets and Intervals.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
Handling Mixture Optimisation Problem Using Cautious Predictions and Belief Functions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the Extraction et Gestion des Connaissances, 2020
Proceedings of the Conformal and Probabilistic Prediction and Applications, 2020
2019
Special issue on the tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '17).
Int. J. Approx. Reason., 2019
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group).
CoRR, 2019
Proceedings of the Scalable Uncertainty Management - 13th International Conference, 2019
Preference Elicitation with Uncertainty: Extending Regret Based Methods with Belief Functions.
Proceedings of the Scalable Uncertainty Management - 13th International Conference, 2019
Proceedings of the Scalable Uncertainty Management - 13th International Conference, 2019
Proceedings of the International Symposium on Imprecise Probabilities: Theories and Applications, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Discovery Science - 22nd International Conference, 2019
2018
Pattern Recognit., 2018
Idempotent conjunctive and disjunctive combination of belief functions by distance minimization.
Int. J. Approx. Reason., 2018
A generic framework to include belief functions in preference handling and multi-criteria decision.
Int. J. Approx. Reason., 2018
Proceedings of the Uncertainty Modelling in Data Science, 2018
Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Belief Functions: Theory and Applications, 2018
2017
Soft Comput., 2017
Proceedings of the Scalable Uncertainty Management - 11th International Conference, 2017
Proceedings of the Scalable Uncertainty Management - 11th International Conference, 2017
Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017
A Generic Framework to Include Belief Functions in Preference Handling for Multi-criteria Decision.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Soft Comput., 2016
Pattern Recognit., 2016
Unifying parameter learning and modelling complex systems with epistemic uncertainty using probability interval.
Inf. Sci., 2016
An extension of the FURIA classification algorithm to low quality data through fuzzy rankings and its application to the early diagnosis of dyslexia.
Neurocomputing, 2016
Interpreting evidential distances by connecting them to partial orders: Application to belief function approximation.
Int. J. Approx. Reason., 2016
A decision support system for eco-efficient biorefinery process comparison using a semantic approach.
Comput. Electron. Agric., 2016
Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge.
Proceedings of the Soft Methods for Data Science, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
A decision support system using multi-source scientific data, an ontological approach and soft computing - application to eco-efficient biorefinery.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Proceedings of the Belief Functions: Theory and Applications, 2016
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016
2015
IEEE Trans. Cybern., 2015
Multilabel predictions with sets of probabilities: The Hamming and ranking loss cases.
Pattern Recognit., 2015
Inf. Sci., 2015
Int. J. Approx. Reason., 2015
Fuzzy Sets Syst., 2015
A Decision Support System to design modified atmosphere packaging for fresh produce based on a bipolar flexible querying approach.
Comput. Electron. Agric., 2015
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Uncertainty, elicitation of experts' opinion, and human failures: Challenges for RAM analysis of ERTMS SoS.
Proceedings of the 10th System of Systems Engineering Conference, SoSE 2015, 2015
Evidential likelihood flatness as a way tomeasure data quality: the multinomial case.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2015
2014
Comments on "Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization" by Eyke Hüllermeier.
Int. J. Approx. Reason., 2014
Comments on "A distance-based statistical analysis of fuzzy number-valued data" by the SMIRE research group.
Int. J. Approx. Reason., 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
Training and Evaluating Classifiers from Evidential Data: Application to E 2 M Decision Tree Pruning.
Proceedings of the Belief Functions: Theory and Applications, 2014
2013
Proceedings of the Flexible Approaches in Data, Information and Knowledge Management, 2013
An extension of Universal Generating Function in Multi-State Systems Considering Epistemic Uncertainties.
IEEE Trans. Reliab., 2013
Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse.
IEEE Trans. Knowl. Data Eng., 2013
IEEE Trans. Cybern., 2013
Inf. Sci., 2013
Inf. Sci., 2013
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2013
Int. J. Approx. Reason., 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Decision support system using flexible query and reliability assessment - application to biodegradable and biosourced packaging design.
Proceedings of the FUZZ-IEEE 2013, 2013
Selecting Source Behavior in Information Fusion on the Basis of Consistency and Specificity.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013
2012
Evaluation of the Naive Evidential Classifier (NEC): A Comparison between Its Two Variants Based on a Real Agronomic Application.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012
Combining Imprecise Probability Masses with Maximal Coherent Subsets: Application to Ensemble Classification.
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012
Proceedings of the Belief Functions: Theory and Applications, 2012
Proceedings of the Belief Functions: Theory and Applications, 2012
Proceedings of the Belief Functions: Theory and Applications, 2012
2011
Idempotent conjunctive combination of belief functions: Extending the minimum rule of possibility theory.
Inf. Sci., 2011
Int. J. Approx. Reason., 2011
Fuzzy Sets Syst., 2011
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2011
Proceedings of the Flexible Query Answering Systems - 9th International Conference, 2011
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011
2010
Numerical accuracy and efficiency in the propagation of epistemic and aleatory uncertainties.
Int. J. Gen. Syst., 2010
Evaluating Trust from Past Assessments with Imprecise Probabilities: Comparing Two Approaches.
Proceedings of the Scalable Uncertainty Management - 4th International Conference, 2010
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010
A Decision Rule for Imprecise Probabilities Based on Pair-Wise Comparison of Expectation Bounds.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010
Proceedings of the On the Move to Meaningful Internet Systems, 2010
Making Ontology-Based Knowledge and Decision Trees Interact: An Approach to Enrich Knowledge and Increase Expert Confidence in Data-Driven Models.
Proceedings of the Knowledge Science, 2010
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010
Fuzzy belief structures viewed as classical belief structures: A practical viewpoint.
Proceedings of the FUZZ-IEEE 2010, 2010
2009
IEEE Trans. Fuzzy Syst., 2009
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2009
Int. J. Approx. Reason., 2009
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009
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).
PhD thesis, 2008
Int. J. Approx. Reason., 2008
Int. J. Approx. Reason., 2008
Proceedings of the Soft Methods for Handling Variability and Imprecision, 2008
Proceedings of the Soft Methods for Handling Variability and Imprecision, 2008
2007
Building an interpretable fuzzy rule base from data using Orthogonal Least Squares - Application to a depollution problem.
Fuzzy Sets Syst., 2007
Numerical Sensitivity and Efficiency in the Treatment of Epistemic and Aleatory Uncertainty
CoRR, 2007
Using the OLS Algorithm to Build Interpretable Rule Bases: An Application to a Depollution Problem.
Proceedings of the FUZZ-IEEE 2007, 2007
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007
2006
Proceedings of the Soft Methods for Integrated Uncertainty Modelling, 2006