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ORCID7th BELIEF 2022: Paris, France
- Sylvie Le Hégarat-Mascle
, Isabelle Bloch, Emanuel Aldea:
Belief Functions: Theory and Applications - 7th International Conference, BELIEF 2022, Paris, France, October 26-28, 2022, Proceedings. Lecture Notes in Computer Science 13506, Springer 2022, ISBN 978-3-031-17800-9
Evidential Clustering
- Andrea Campagner, Davide Ciucci, Thierry Denoeux:
A Distributional Approach for Soft Clustering Comparison and Evaluation. 3-12 - Kuang Zhou, Ming Jiang:
Causal Transfer Evidential Clustering. 13-22 - Martin Mbarga Nkogo, Emmanuel Ramasso, Patrice Le Moal, Gilles Bourbon:
A Variational Bayesian Clustering Approach to Acoustic Emission Interpretation Including Soft Labels. 23-32 - Lulu Xu, Qian Wang, Pei-hong Wang, Zhi-gang Su:
Evidential Clustering by Competitive Agglomeration. 33-43 - Arthur Hoarau, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall:
Imperfect Labels with Belief Functions for Active Learning. 44-53
Machine Learning and Pattern Recognition
- Thierry Denoeux:
An Evidential Neural Network Model for Regression Based on Random Fuzzy Numbers. 57-66 - Liyao Ma, Peng Wei, Bin Sun:
Ordinal Classification Using Single-Model Evidential Extreme Learning Machine. 67-76 - Hongpeng Tian, Zuo-wei Zhang, Arnaud Martin, Zhunga Liu:
Reliability-Based Imbalanced Data Classification with Dempster-Shafer Theory. 77-86 - Chao Liu, Zhi-gang Su, Gang Zhao:
Evidential Regression by Synthesizing Feature Selection and Parameters Learning. 87-95
Algorithms and Evidential Operators
- Chaoyu Gong, Zhi-gang Su, Qian Wang, Yang You:
Distributed EK-NN Classification. 99-108 - Siti Mutmainah, Samir Hachour, Frédéric Pichon, David Mercier:
On Improving a Group of Evidential Sources with Different Contextual Corrections. 109-118 - Jean Dezert, Albena Tchamova, Deqiang Han:
Measure of Information Content of Basic Belief Assignments. 119-128 - Arnaud Martin:
Belief Functions on Ordered Frames of Discernment. 129-138 - Tuan-Anh Vu, Sohaib Afifi, Eric Lefèvre, Frédéric Pichon:
On Modelling and Solving the Shortest Path Problem with Evidential Weights. 139-149
Data and Information Fusion
- Shuyue Wang, Zhunga Liu, Zuowei Zhang, Yang Li:
Heterogeneous Image Fusion for Target Recognition Based on Evidence Reasoning. 153-162 - Alexander Lepskiy:
Cluster Decomposition of the Body of Evidence. 163-173 - Antoine Lima, Véronique Cherfaoui, Philippe Bonnifait:
Evidential Trustworthiness Estimation for Cooperative Perception. 174-183 - Manel Chehibi, Ahlem Ferchichi, Imed Riadh Farah:
An Intelligent System for Managing Uncertain Temporal Flood Events. 184-193
Statistical Inference - Graphical Models
- Dominik Hose, Michael Hanss, Ryan Martin:
A Practical Strategy for Valid Partial Prior-Dependent Possibilistic Inference. 197-206 - Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy:
On Conditional Belief Functions in the Dempster-Shafer Theory. 207-218 - Leonardo Cella, Ryan Martin:
Valid Inferential Models Offer Performance and Probativeness Assurances. 219-228
Links with Other Uncertainty Theories
- Yassir Idmessaoud, Didier Dubois, Jérémie Guiochet:
A Qualitative Counterpart of Belief Functions with Application to Uncertainty Propagation in Safety Cases. 231-241 - Andrey G. Bronevich, Igor N. Rozenberg:
The Extension of Dempster's Combination Rule Based on Generalized Credal Sets. 242-250 - Stefania Boffa, Davide Ciucci:
A Correspondence Between Credal Partitions and Fuzzy Orthopartitions. 251-260 - Sabine Frittella, Ondrej Majer, Sajad Nazari:
Toward Updating Belief Functions over Belnap-Dunn Logic. 261-272
Applications
- Constance Thierry, Arthur Hoarau, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall:
Real Bird Dataset with Imprecise and Uncertain Values. 275-285 - Davide Petturiti, Gabriele Stabile, Barbara Vantaggi:
Addressing Ambiguity in Randomized Reinsurance Contracts Using Belief Functions. 286-296 - Nicolas Sutton-Charani, Francis Faux, Didier Delignières, Willy Fagard, Arnaud Dupeyron, Marie Nourrisson:
Evidential Filtering and Spatio-Temporal Gradient for Micro-movements Analysis in the Context of Bedsores Prevention. 297-306 - Rihab Abdelkhalek, Zied Elouedi:
Hybrid Artificial Immune Recognition System with Improved Belief Classification Process. 307-316
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