Marie-Hélène Masson

52 papers A* 2A 1B 2C 5Journal 31Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Counterfactual Explanations for Cautious Random Forests. ACM Trans. Knowl. Discov. Data Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2025	J	`jnl`	Cautious classifier ensembles for set-valued decision-making. Int. J. Approx. Reason. Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2025	C	`conf`	Robust Explanations: The Case of Prime Implicants. ECSQARU Chenrui Zhu, Vu-Linh Nguyen, Marie-Hélène Masson, Sébastien Destercke
2023	C	`conf`	Cautious Decision-Making for Tree Ensembles. ECSQARU Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2023	J	`jnl`	Cautious weighted random forests. Expert Syst. Appl. Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2022	—	`conf`	Explications contrefactuelles pour les forêts aléatoires prudentes. LFA Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2022	—	`conf`	Forêts aléatoires prudentes : une nouvelle stratégie de décision et quelques expériences. LFA Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2021	—	`conf`	Cautious Random Forests: a New Decision Strategy and some Experiments. ISIPTA Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
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	J	`jnl`	Racing trees to query partial data. Soft Comput. Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson, Rashad Ghassani
2020	J	`jnl`	Cautious relational clustering: A thresholding approach. Expert Syst. Appl. Marie-Hélène Masson, Benjamin Quost, Sébastien Destercke
2020	—	`conf`	Dealing with Atypical Instances in Evidential Decision-Making. SUM Benjamin Quost, Marie-Hélène Masson, Sébastien Destercke
2018	J	`jnl`	Partial data querying through racing algorithms. Int. J. Approx. Reason. Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson
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	J	`jnl`	Cautious classification with nested dichotomies and imprecise probabilities. Soft Comput. Gen Yang, Sébastien Destercke, Marie-Hélène Masson
2017	—	`conf`	K-Nearest Neighbour Classification for Interval-Valued Data. SUM Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson
2017	A*	`conf`	Querying Partially Labelled Data to Improve a K-nn Classifier. AAAI Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson
2017	J	`jnl`	The Costs of Indeterminacy: How to Determine Them? IEEE Trans. Cybern. Gen Yang, Sébastien Destercke, Marie-Hélène Masson
2016	J	`jnl`	Modelling and predicting partial orders from pairwise belief functions. Soft Comput. Marie-Hélène Masson, Sébastien Destercke, Thierry Denoeux
2016	—	`conf`	Partial Data Querying Through Racing Algorithms. IUKM Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson
2015	J	`jnl`	Cautious label ranking with label-wise decomposition. Eur. J. Oper. Res. Sébastien Destercke, Marie-Hélène Masson, Michael Poss
2014	J	`jnl`	CEVCLUS: evidential clustering with instance-level constraints for relational data. Soft Comput. Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
2014	J	`jnl`	Editorial. Int. J. Approx. Reason. Marie-Hélène Masson, Sébastien Destercke, Benjamin Quost
2014	A	`conf`	Nested Dichotomies with probability sets for multi-class classification. ECAI Gen Yang, Sébastien Destercke, Marie-Hélène Masson
2012	—	`ed.`	Belief Functions: Theory and Applications - Proceedings of the 2nd International Conference on Belief Functions, Compiègne, France, 9-11 May 2012 Belief Functions Thierry Denoeux, Marie-Hélène Masson
2012	J	`jnl`	CECM: Constrained evidential C-means algorithm. Comput. Stat. Data Anal. Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
2012	J	`jnl`	Editorial. Int. J. Approx. Reason. Arnaud Martin, Marie-Hélène Masson
2012	J	`jnl`	Evidential reasoning in large partially ordered sets - Application to multi-label classification, ensemble clustering and preference aggregation. Ann. Oper. Res. Thierry Denoeux, Marie-Hélène Masson
2012	—	`conf`	Ranking from Pairwise Comparisons in the Belief Functions Framework. Belief Functions Marie-Hélène Masson, Thierry Denoeux
2011	J	`jnl`	Classifier fusion in the Dempster-Shafer framework using optimized t-norm based combination rules. Int. J. Approx. Reason. Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
2011	J	`jnl`	Ensemble clustering in the belief functions framework. Int. J. Approx. Reason. Marie-Hélène Masson, Thierry Denoeux
2010	B	`conf`	CECM: Adding pairwise constraints to evidential clustering. FUZZ-IEEE Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
2010	—	`conf`	Dempster-Shafer Reasoning in Large Partially Ordered Sets: Applications in Machine Learning. IUM Thierry Denoeux, Marie-Hélène Masson
2009	C	`conf`	Belief Functions and Cluster Ensembles. ECSQARU Marie-Hélène Masson, Thierry Denoeux
2009	J	`jnl`	Decision fusion for postal address recognition using belief functions. Expert Syst. Appl. David Mercier, Genevieve Cron, Thierry Denoeux, Marie-Hélène Masson
2009	—	`conf`	Fuzzy Modelling of Sensor Data for the Estimation of an Origin-Destination Matrix. IFSA/EUSFLAT Conf. Krystyna Biletska, Sophie Midenet, Marie-Hélène Masson, Thierry Denoeux
2009	B	`conf`	Multisensor data fusion for OD matrix estimation. SMC Krystyna Biletska, Marie-Hélène Masson, Sophie Midenet, Thierry Denoeux
2009	J	`jnl`	RECM: Relational evidential c-means algorithm. Pattern Recognit. Lett. Marie-Hélène Masson, Thierry Denoeux
2009	—	`conf`	Short-time OD matrix estimation for a complex junction using fuzzy-timed high-level petri nets. ITSC Krystyna Biletska, Marie-Hélène Masson, Sophie Midenet, Thierry Denoeux
2008	J	`jnl`	ECM: An evidential version of the fuzzy c. Pattern Recognit. Marie-Hélène Masson, Thierry Denoeux
2008	C	`conf`	Refined classifier combination using belief functions. FUSION Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
2007	J	`jnl`	Pairwise classifier combination using belief functions. Pattern Recognit. Lett. Benjamin Quost, Thierry Denoeux, Marie-Hélène Masson
2006	J	`jnl`	Fuzzy multidimensional scaling. Comput. Stat. Data Anal. Pierre-Alexandre Hébert, Marie-Hélène Masson, Thierry Denoeux
2006	C	`conf`	General Correction Mechanisms for Weakening or Reinforcing Belief Functions. FUSION David Mercier, Thierry Denoeux, Marie-Hélène Masson
2006	J	`jnl`	Inferring a possibility distribution from empirical data. Fuzzy Sets Syst. Marie-Hélène Masson, Thierry Denoeux
2005	J	`jnl`	Nonparametric rank-based statistics and significance tests for fuzzy data. Fuzzy Sets Syst. Thierry Denoeux, Marie-Hélène Masson, Pierre-Alexandre Hébert
2004	J	`jnl`	Clustering interval-valued proximity data using belief functions. Pattern Recognit. Lett. Marie-Hélène Masson, Thierry Denoeux
2004	J	`jnl`	EVCLUS: evidential clustering of proximity data. IEEE Trans. Syst. Man Cybern. Part B Thierry Denoeux, Marie-Hélène Masson
2004	J	`jnl`	Principal component analysis of fuzzy data using autoassociative neural networks. IEEE Trans. Fuzzy Syst. Thierry Denoeux, Marie-Hélène Masson
2002	J	`jnl`	Multidimensional scaling of fuzzy dissimilarity data. Fuzzy Sets Syst. Marie-Hélène Masson, Thierry Denoeux
2001	J	`jnl`	Recovery of the metric structure of a pattern of points using minimal information. IEEE Trans. Syst. Man Cybern. Part A L. Tsogo, Marie-Hélène Masson, A. Bardot
2000	J	`jnl`	Multidimensional scaling of interval-valued dissimilarity data. Pattern Recognit. Lett. Thierry Denoeux, Marie-Hélène Masson