Multidimensional scaling of interval-valued dissimilarity data. - Thierry Denoeux; Marie-Hélène Masson (Pattern Recognit. Lett., 2000)

Recovery of the metric structure of a pattern of points using minimal information. - L. Tsogo; Marie-Hélène Masson; A. Bardot (IEEE Trans. Syst. Man Cybern. Part A, 2001)

Multidimensional scaling of fuzzy dissimilarity data. - Marie-Hélène Masson; Thierry Denoeux (Fuzzy Sets Syst., 2002)

Clustering interval-valued proximity data using belief functions. - Marie-Hélène Masson; Thierry Denoeux (Pattern Recognit. Lett., 2004)

Principal component analysis of fuzzy data using autoassociative neural networks. - Thierry Denoeux; Marie-Hélène Masson (IEEE Trans. Fuzzy Syst., 2004)

EVCLUS: evidential clustering of proximity data. - Thierry Denoeux; Marie-Hélène Masson (IEEE Trans. Syst. Man Cybern. Part B, 2004)

Nonparametric rank-based statistics and significance tests for fuzzy data. - Thierry Denoeux; Marie-Hélène Masson; Pierre-Alexandre Hébert (Fuzzy Sets Syst., 2005)

General Correction Mechanisms for Weakening or Reinforcing Belief Functions. - David Mercier; Thierry Denoeux; Marie-Hélène Masson (FUSION, 2006)

Fuzzy multidimensional scaling. - Pierre-Alexandre Hébert; Marie-Hélène Masson; Thierry Denoeux (Comput. Stat. Data Anal., 2006)

Inferring a possibility distribution from empirical data. - Marie-Hélène Masson; Thierry Denoeux (Fuzzy Sets Syst., 2006)

Pairwise classifier combination using belief functions. - Benjamin Quost; Thierry Denoeux; Marie-Hélène Masson (Pattern Recognit. Lett., 2007)

Refined classifier combination using belief functions. - Benjamin Quost; Marie-Hélène Masson; Thierry Denoeux (FUSION, 2008)

ECM: An evidential version of the fuzzy c. - Marie-Hélène Masson; Thierry Denoeux (Pattern Recognit., 2008)

Belief Functions and Cluster Ensembles. - Marie-Hélène Masson; Thierry Denoeux (ECSQARU, 2009)

Fuzzy Modelling of Sensor Data for the Estimation of an Origin-Destination Matrix. - Krystyna Biletska; Sophie Midenet; Marie-Hélène Masson; Thierry Denoeux (IFSA/EUSFLAT Conf., 2009)

Short-time OD matrix estimation for a complex junction using fuzzy-timed high-level petri nets. - Krystyna Biletska; Marie-Hélène Masson; Sophie Midenet; Thierry Denoeux (ITSC, 2009)

Multisensor data fusion for OD matrix estimation. - Krystyna Biletska; Marie-Hélène Masson; Sophie Midenet; Thierry Denoeux (SMC, 2009)

Decision fusion for postal address recognition using belief functions. - David Mercier; Genevieve Cron; Thierry Denoeux; Marie-Hélène Masson (Expert Syst. Appl., 2009)

RECM: Relational evidential c-means algorithm. - Marie-Hélène Masson; Thierry Denoeux (Pattern Recognit. Lett., 2009)

CECM: Adding pairwise constraints to evidential clustering. - Violaine Antoine; Benjamin Quost; Marie-Hélène Masson; Thierry Denoeux (FUZZ-IEEE, 2010)

Dempster-Shafer Reasoning in Large Partially Ordered Sets: Applications in Machine Learning. - Thierry Denoeux; Marie-Hélène Masson (IUM, 2010)

Ensemble clustering in the belief functions framework. - Marie-Hélène Masson; Thierry Denoeux (Int. J. Approx. Reason., 2011)

Classifier fusion in the Dempster-Shafer framework using optimized t-norm based combination rules. - Benjamin Quost; Marie-Hélène Masson; Thierry Denoeux (Int. J. Approx. Reason., 2011)

Ranking from Pairwise Comparisons in the Belief Functions Framework. - Marie-Hélène Masson; Thierry Denoeux (Belief Functions, 2012)

Evidential reasoning in large partially ordered sets - Application to multi-label classification, ensemble clustering and preference aggregation. - Thierry Denoeux; Marie-Hélène Masson (Ann. Oper. Res., 2012)

CECM: Constrained evidential C-means algorithm. - Violaine Antoine; Benjamin Quost; Marie-Hélène Masson; Thierry Denoeux (Comput. Stat. Data Anal., 2012)

Editorial. - Arnaud Martin 001; Marie-Hélène Masson (Int. J. Approx. Reason., 2012)

Nested Dichotomies with probability sets for multi-class classification. - Gen Yang; Sébastien Destercke; Marie-Hélène Masson (ECAI, 2014)

Editorial. - Marie-Hélène Masson; Sébastien Destercke; Benjamin Quost (Int. J. Approx. Reason., 2014)

CEVCLUS: evidential clustering with instance-level constraints for relational data. - Violaine Antoine; Benjamin Quost; Marie-Hélène Masson; Thierry Denoeux (Soft Comput., 2014)

Cautious label ranking with label-wise decomposition. - Sébastien Destercke; Marie-Hélène Masson; Michael Poss (Eur. J. Oper. Res., 2015)

Modelling and predicting partial orders from pairwise belief functions. - Marie-Hélène Masson; Sébastien Destercke; Thierry Denoeux (Soft Comput., 2016)

Querying Partially Labelled Data to Improve a K-nn Classifier. - Vu-Linh Nguyen; Sébastien Destercke; Marie-Hélène Masson (AAAI, 2017)

K-Nearest Neighbour Classification for Interval-Valued Data. - Vu-Linh Nguyen; Sébastien Destercke; Marie-Hélène Masson (SUM, 2017)

Cautious classification with nested dichotomies and imprecise probabilities. - Gen Yang; Sébastien Destercke; Marie-Hélène Masson (Soft Comput., 2017)

The Costs of Indeterminacy: How to Determine Them? - Gen Yang; Sébastien Destercke; Marie-Hélène Masson (IEEE Trans. Cybern., 2017)

Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty. - Vu-Linh Nguyen; Sébastien Destercke; Marie-Hélène Masson; Eyke Hüllermeier (IJCAI, 2018)

Partial data querying through racing algorithms. - Vu-Linh Nguyen; Sébastien Destercke; Marie-Hélène Masson (Int. J. Approx. Reason., 2018)

Dealing with Atypical Instances in Evidential Decision-Making. - Benjamin Quost; Marie-Hélène Masson; Sébastien Destercke (SUM, 2020)

Cautious relational clustering: A thresholding approach. - Marie-Hélène Masson; Benjamin Quost; Sébastien Destercke (Expert Syst. Appl., 2020)

Cautious Random Forests: a New Decision Strategy and some Experiments. - Haifei Zhang; Benjamin Quost; Marie-Hélène Masson (ISIPTA, 2021)

Inference and Decision in Credal Occupancy Grids: Use Case on Trajectory Planning. - Marie-Hélène Masson; Sébastien Destercke; Véronique Cherfaoui (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2021)

Racing trees to query partial data. - Vu-Linh Nguyen; Sébastien Destercke; Marie-Hélène Masson; Rashad Ghassani (Soft Comput., 2021)

Explications contrefactuelles pour les forêts aléatoires prudentes. - Haifei Zhang; Benjamin Quost; Marie-Hélène Masson (LFA, 2022)

Forêts aléatoires prudentes : une nouvelle stratégie de décision et quelques expériences. - Haifei Zhang; Benjamin Quost; Marie-Hélène Masson (LFA, 2022)

Cautious Decision-Making for Tree Ensembles. - Haifei Zhang; Benjamin Quost; Marie-Hélène Masson (ECSQARU, 2023)

Cautious weighted random forests. - Haifei Zhang; Benjamin Quost; Marie-Hélène Masson (Expert Syst. Appl., 2023)

Cautious classifier ensembles for set-valued decision-making. - Haifei Zhang; Benjamin Quost; Marie-Hélène Masson (Int. J. Approx. Reason., 2025)