Sébastien Destercke

Brice Mayag

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2015

2014

Editorial.

[BibT_eX]

[DOI]

Marie-Hélène Masson

Benjamin Quost

Int. J. Approx. Reason., 2014

Comments on "Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization" by Eyke Hüllermeier.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2014

Comments on "A distance-based statistical analysis of fuzzy number-valued data" by the SMIRE research group.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2014

Inclusion-exclusion principle for belief functions.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2014

Cautious Ordinal Classification by Binary Decomposition.

[BibT_eX]

[DOI]

Gen Yang

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

A Note on Learning Dependence under Severe Uncertainty.

[BibT_eX]

[DOI]

Matthias C. M. Troffaes

Frank P. A. Coolen

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Application of E 2 M Decision Trees to Rubber Quality Prediction.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Kolmogorov-Smirnov Test for Interval Data.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Multilabel Prediction with Probability Sets: The Hamming Loss Case.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Nested Dichotomies with probability sets for multi-class classification.

[BibT_eX]

[DOI]

Gen Yang

Marie-Hélène Masson

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.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2014

2013

Flexible Bipolar Querying of Uncertain Data Using an Ontology.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Mohamed Sallak

IEEE Trans. Reliab., 2013

Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Toward an Axiomatic Definition of Conflict Between Belief Functions.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

On the connection between probability boxes and possibility measures.

[BibT_eX]

[DOI]

Matthias C. M. Troffaes

Enrique Miranda

Inf. Sci., 2013

An iterative approach to build relevant ontology-aware data-driven models.

[BibT_eX]

[DOI]

Rallou Thomopoulos

Iyan Johnson

Joël Abécassis

Inf. Sci., 2013

How to Randomly Generate Mass Functions.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2013

Independence and 2-monotonicity: Nice to have, hard to keep.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2013

A Pairwise Label Ranking Method with Imprecise Scores and Partial Predictions.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Learning Decision Trees from Uncertain Data with an Evidential EM Approach.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Valérie Guillard

Proceedings of the FUZZ-IEEE 2013, 2013

Selecting Source Behavior in Information Fusion on the Basis of Consistency and Specificity.

[BibT_eX]

[DOI]

Frédéric Pichon

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013

Extreme Points of the Credal Sets Generated by Elementary Comparative Probabilities.

[BibT_eX]

[DOI]

Enrique Miranda

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013

2012

Filtering with clouds.

[BibT_eX]

[DOI]

Soft Comput., 2012

A K-nearest neighbours method based on imprecise probabilities.

[BibT_eX]

[DOI]

Soft Comput., 2012

Evaluation of the Naive Evidential Classifier (NEC): A Comparison between Its Two Variants Based on a Real Agronomic Application.

[BibT_eX]

[DOI]

Yosra Mazigh

Boutheina Ben Yaghlane

Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Correcting Binary Imprecise Classifiers: Local vs Global Approach.

[BibT_eX]

[DOI]

Benjamin Quost

Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Combining Imprecise Probability Masses with Maximal Coherent Subsets: Application to Ensemble Classification.

[BibT_eX]

[DOI]

Violaine Antoine

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

Classification Trees Based on Belief Functions.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2012

Revisiting the Notion of Conflicting Belief Functions.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2012

Random Generation of Mass Functions: A Short Howto.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2012

2011

Idempotent conjunctive combination of belief functions: Extending the minimum rule of possibility theory.

[BibT_eX]

[DOI]

Inf. Sci., 2011

Handling bipolar knowledge with imprecise probabilities.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2011

Probability boxes on totally preordered spaces for multivariate modelling.

[BibT_eX]

[DOI]

Matthias C. M. Troffaes

Int. J. Approx. Reason., 2011

A flexible bipolar querying approach with imprecise data and guaranteed results.

[BibT_eX]

[DOI]

Valérie Guillard

Fuzzy Sets Syst., 2011

Combining Binary Classifiers with Imprecise Probabilities.

[BibT_eX]

[DOI]

Benjamin Quost

Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2011

Data Reliability Assessment in a Data Warehouse Opened on the Web.

[BibT_eX]

[DOI]

Proceedings of the Flexible Query Answering Systems - 9th International Conference, 2011

F-boxes for filtering.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jean Baccou

Int. J. Gen. Syst., 2010

Evaluating Trust from Past Assessments with Imprecise Probabilities: Comparing Two Approaches.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 4th International Conference, 2010

Handling Bipolar Knowledge with Credal Sets.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Ontology-Driven Possibilistic Reference Fusion.

[BibT_eX]

[DOI]

Fatiha Saïs

Rallou Thomopoulos

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.

[BibT_eX]

[DOI]

Iyan Johnson

Joël Abécassis

Rallou Thomopoulos

Proceedings of the Knowledge Science, 2010

Using Cloudy Kernels for Imprecise Linear Filtering.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

A New Contextual Discounting Rule for Lower Probabilities.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010

A K-Nearest Neighbours Method Based on Lower Previsions.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

Fuzzy belief structures viewed as classical belief structures: A practical viewpoint.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Possibilistic Information Fusion Using Maximal Coherent Subsets.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2009

A Consonant Approximation of the Product of Independent Consonant Random Sets.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2009

Computing expectations with continuous p-boxes: Univariate case.

[BibT_eX]

[DOI]

Lev V. Utkin

Int. J. Approx. Reason., 2009

Can the Minimum Rule of Possibility Theory Be Extended to Belief Functions?.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

PhD thesis, 2008

Unifying practical uncertainty representations. II: Clouds.

[BibT_eX]

[DOI]