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Titlebook: Belief Functions: Theory and Applications; 6th International Co Thierry Den?ux,Eric Lefèvre,Frédéric Pichon Conference proceedings 2021 Spr

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期刊全稱Belief Functions: Theory and Applications
期刊簡稱6th International Co
影響因子2023Thierry Den?ux,Eric Lefèvre,Frédéric Pichon
視頻videohttp://file.papertrans.cn/184/183301/183301.mp4
學科分類Lecture Notes in Computer Science
圖書封面Titlebook: Belief Functions: Theory and Applications; 6th International Co Thierry Den?ux,Eric Lefèvre,Frédéric Pichon Conference proceedings 2021 Spr
影響因子This book constitutes the refereed proceedings of the 6th International Conference on Belief Functions, BELIEF 2021, held in Shanghai, China, in October 2021. The 30 full papers presented in this book were carefully selected and reviewed from 37 submissions. The papers cover a wide range on theoretical aspects on mathematical foundations, statistical inference as well as on applications in various areas including classification, clustering, data fusion, image processing, and much more.
Pindex Conference proceedings 2021
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沙發(fā)
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https://doi.org/10.1007/978-1-349-86189-7a-cluster to the associated new classes using the .-Nearest neighbor technique. Two experiments show that CClu can handle imbalanced datasets with high accuracy, and the errors are reduced by properly modeling imprecision.
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Unequal Singleton Pair Distance for Evidential Preference Clusteringy and imprecision. However, traditional distances on belief functions do not adapt to some intrinsic properties of preference relations, especially when indifference relation is taken into comparison, therefore may cause inconsistent results in preference-based applications. In order to solve this i
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Transfer Evidential C-Means Clusteringa powerful clustering algorithm developed in the theoretical framework of belief functions. Based on the concept of credal partition, it extends those of hard, fuzzy, and possibilistic clustering algorithms. However, as a clustering algorithm, it can only work well when the data is sufficient and th
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https://doi.org/10.1007/978-3-030-88601-1artificial intelligence; combination rules; computer hardware; computer science; computer systems; comput
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