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Marie-Hélène Masson
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2020 – today
- 2023
- [j29]Haifei Zhang
, Benjamin Quost, Marie-Hélène Masson:
Cautious weighted random forests. Expert Syst. Appl. 213(Part): 118883 (2023) - [c19]Haifei Zhang
, Benjamin Quost
, Marie-Hélène Masson
:
Cautious Decision-Making for Tree Ensembles. ECSQARU 2023: 3-14 - 2022
- [c18]Haifei Zhang, Benjamin Quost, Marie-Hélène Masson:
Explications contrefactuelles pour les forêts aléatoires prudentes. LFA 2022 - [c17]Haifei Zhang, Benjamin Quost, Marie-Hélène Masson:
Forêts aléatoires prudentes : une nouvelle stratégie de décision et quelques expériences. LFA 2022 - 2021
- [j28]Marie-Hélène Masson, Sébastien Destercke, Véronique Cherfaoui:
Inference and Decision in Credal Occupancy Grids: Use Case on Trajectory Planning. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 29(4): 537-557 (2021) - [j27]Vu-Linh Nguyen
, Sébastien Destercke
, Marie-Hélène Masson, Rashad Ghassani:
Racing trees to query partial data. Soft Comput. 25(14): 9285-9305 (2021) - [c16]Haifei Zhang, Benjamin Quost, Marie-Hélène Masson:
Cautious Random Forests: a New Decision Strategy and some Experiments. ISIPTA 2021: 369-372 - 2020
- [j26]Marie-Hélène Masson, Benjamin Quost, Sébastien Destercke
:
Cautious relational clustering: A thresholding approach. Expert Syst. Appl. 139 (2020) - [c15]Benjamin Quost, Marie-Hélène Masson, Sébastien Destercke
:
Dealing with Atypical Instances in Evidential Decision-Making. SUM 2020: 217-225
2010 – 2019
- 2018
- [j25]Vu-Linh Nguyen
, Sébastien Destercke
, Marie-Hélène Masson:
Partial data querying through racing algorithms. Int. J. Approx. Reason. 96: 36-55 (2018) - [c14]Vu-Linh Nguyen
, Sébastien Destercke
, Marie-Hélène Masson, Eyke Hüllermeier:
Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty. IJCAI 2018: 5089-5095 - 2017
- [j24]Gen Yang, Sébastien Destercke
, Marie-Hélène Masson:
Cautious classification with nested dichotomies and imprecise probabilities. Soft Comput. 21(24): 7447-7462 (2017) - [j23]Gen Yang, Sébastien Destercke
, Marie-Hélène Masson:
The Costs of Indeterminacy: How to Determine Them? IEEE Trans. Cybern. 47(12): 4316-4327 (2017) - [c13]Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson:
Querying Partially Labelled Data to Improve a K-nn Classifier. AAAI 2017: 2401-2407 - [c12]Vu-Linh Nguyen, Sébastien Destercke
, Marie-Hélène Masson:
K-Nearest Neighbour Classification for Interval-Valued Data. SUM 2017: 93-106 - 2016
- [j22]Marie-Hélène Masson, Sébastien Destercke
, Thierry Denoeux
:
Modelling and predicting partial orders from pairwise belief functions. Soft Comput. 20(3): 939-950 (2016) - [c11]Vu-Linh Nguyen, Sébastien Destercke
, Marie-Hélène Masson:
Partial Data Querying Through Racing Algorithms. IUKM 2016: 163-174 - 2015
- [j21]Sébastien Destercke
, Marie-Hélène Masson, Michael Poss
:
Cautious label ranking with label-wise decomposition. Eur. J. Oper. Res. 246(3): 927-935 (2015) - 2014
- [j20]Marie-Hélène Masson, Sébastien Destercke
, Benjamin Quost:
Editorial. Int. J. Approx. Reason. 55(1): 275-276 (2014) - [j19]Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
:
CEVCLUS: evidential clustering with instance-level constraints for relational data. Soft Comput. 18(7): 1321-1335 (2014) - [c10]Gen Yang, Sébastien Destercke
, Marie-Hélène Masson:
Nested Dichotomies with probability sets for multi-class classification. ECAI 2014: 363-368 - 2012
- [j18]Thierry Denoeux
, Marie-Hélène Masson:
Evidential reasoning in large partially ordered sets - Application to multi-label classification, ensemble clustering and preference aggregation. Ann. Oper. Res. 195(1): 135-161 (2012) - [j17]Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
:
CECM: Constrained evidential C-means algorithm. Comput. Stat. Data Anal. 56(4): 894-914 (2012) - [j16]Arnaud Martin, Marie-Hélène Masson:
Editorial. Int. J. Approx. Reason. 53(2): 117 (2012) - [c9]Marie-Hélène Masson, Thierry Denoeux
:
Ranking from Pairwise Comparisons in the Belief Functions Framework. Belief Functions 2012: 311-318 - [e1]Thierry Denoeux, Marie-Hélène Masson:
Belief Functions: Theory and Applications - Proceedings of the 2nd International Conference on Belief Functions, Compiègne, France, 9-11 May 2012. Advances in Intelligent and Soft Computing 164, Springer 2012, ISBN 978-3-642-29460-0 [contents] - 2011
- [j15]Marie-Hélène Masson, Thierry Denoeux
:
Ensemble clustering in the belief functions framework. Int. J. Approx. Reason. 52(1): 92-109 (2011) - [j14]Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
:
Classifier fusion in the Dempster-Shafer framework using optimized t-norm based combination rules. Int. J. Approx. Reason. 52(3): 353-374 (2011) - 2010
- [c8]Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
:
CECM: Adding pairwise constraints to evidential clustering. FUZZ-IEEE 2010: 1-8 - [c7]Thierry Denoeux, Marie-Hélène Masson:
Dempster-Shafer Reasoning in Large Partially Ordered Sets: Applications in Machine Learning. IUM 2010: 39-54
2000 – 2009
- 2009
- [j13]David Mercier
, Genevieve Cron, Thierry Denoeux
, Marie-Hélène Masson:
Decision fusion for postal address recognition using belief functions. Expert Syst. Appl. 36(3): 5643-5653 (2009) - [j12]Marie-Hélène Masson, Thierry Denoeux
:
RECM: Relational evidential c-means algorithm. Pattern Recognit. Lett. 30(11): 1015-1026 (2009) - [c6]Marie-Hélène Masson, Thierry Denoeux
:
Belief Functions and Cluster Ensembles. ECSQARU 2009: 323-334 - [c5]Krystyna Biletska, Sophie Midenet, Marie-Hélène Masson, Thierry Denoeux:
Fuzzy Modelling of Sensor Data for the Estimation of an Origin-Destination Matrix. IFSA/EUSFLAT Conf. 2009: 849-854 - [c4]Krystyna Biletska, Marie-Hélène Masson, Sophie Midenet, Thierry Denoeux
:
Short-time OD matrix estimation for a complex junction using fuzzy-timed high-level petri nets. ITSC 2009: 1-6 - [c3]Krystyna Biletska, Marie-Hélène Masson, Sophie Midenet, Thierry Denoeux:
Multisensor data fusion for OD matrix estimation. SMC 2009: 3024-3029 - 2008
- [j11]Marie-Hélène Masson, Thierry Denoeux
:
ECM: An evidential version of the fuzzy c. Pattern Recognit. 41(4): 1384-1397 (2008) - [c2]Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux:
Refined classifier combination using belief functions. FUSION 2008: 1-7 - 2007
- [j10]Benjamin Quost, Thierry Denoeux
, Marie-Hélène Masson:
Pairwise classifier combination using belief functions. Pattern Recognit. Lett. 28(5): 644-653 (2007) - 2006
- [j9]Pierre-Alexandre Hébert, Marie-Hélène Masson, Thierry Denoeux
:
Fuzzy multidimensional scaling. Comput. Stat. Data Anal. 51(1): 335-359 (2006) - [j8]Marie-Hélène Masson, Thierry Denoeux
:
Inferring a possibility distribution from empirical data. Fuzzy Sets Syst. 157(3): 319-340 (2006) - [c1]David Mercier
, Thierry Denoeux
, Marie-Hélène Masson:
General Correction Mechanisms for Weakening or Reinforcing Belief Functions. FUSION 2006: 1-7 - 2005
- [j7]Thierry Denoeux
, Marie-Hélène Masson, Pierre-Alexandre Hébert:
Nonparametric rank-based statistics and significance tests for fuzzy data. Fuzzy Sets Syst. 153(1): 1-28 (2005) - 2004
- [j6]Marie-Hélène Masson, Thierry Denoeux
:
Clustering interval-valued proximity data using belief functions. Pattern Recognit. Lett. 25(2): 163-171 (2004) - [j5]Thierry Denoeux
, Marie-Hélène Masson:
Principal component analysis of fuzzy data using autoassociative neural networks. IEEE Trans. Fuzzy Syst. 12(3): 336-349 (2004) - [j4]Thierry Denoeux
, Marie-Hélène Masson:
EVCLUS: evidential clustering of proximity data. IEEE Trans. Syst. Man Cybern. Part B 34(1): 95-109 (2004) - 2002
- [j3]Marie-Hélène Masson, Thierry Denoeux
:
Multidimensional scaling of fuzzy dissimilarity data. Fuzzy Sets Syst. 128(3): 339-352 (2002) - 2001
- [j2]L. Tsogo, Marie-Hélène Masson, A. Bardot:
Recovery of the metric structure of a pattern of points using minimal information. IEEE Trans. Syst. Man Cybern. Part A 31(1): 30-42 (2001) - 2000
- [j1]Thierry Denoeux
, Marie-Hélène Masson:
Multidimensional scaling of interval-valued dissimilarity data. Pattern Recognit. Lett. 21(1): 83-92 (2000)
Coauthor Index
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