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Titlebook: Combining, Modelling and Analyzing Imprecision, Randomness and Dependence; Jonathan Ansari,Sebastian Fuchs,Olgierd Hryniewicz Conference p

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发表于 2025-3-21 20:03:30 | 显示全部楼层 |阅读模式
书目名称Combining, Modelling and Analyzing Imprecision, Randomness and Dependence
编辑Jonathan Ansari,Sebastian Fuchs,Olgierd Hryniewicz
视频videohttp://file.papertrans.cn/243/242210/242210.mp4
概述Latest research on Imprecision, Randomness and Dependence.Results of the 11th International Conference on Soft Methods in Probability and Statistics (SMPS 2024).Presents current research on the fusion
丛书名称Advances in Intelligent Systems and Computing
图书封面Titlebook: Combining, Modelling and Analyzing Imprecision, Randomness and Dependence;  Jonathan Ansari,Sebastian Fuchs,Olgierd Hryniewicz Conference p
描述.This volume contains more than 65 peer-reviewed papers corresponding to presentations at the 11th Conference on Soft Methods in Probability and Statistics (SMPS) held in Salzburg, Austria, in September 2024. It covers recent advances in the field of probability, statistics, and data science, with a particular focus on dealing with dependence, imprecision and incomplete information. Reflecting the fact that data science continues to evolve, this book serves as a bridge between different groups of experts, including statisticians, mathematicians, computer scientists, and engineers, and encourages interdisciplinary research. The selected contributions cover a wide range of topics such as imprecise probabilities, random sets, belief functions, possibility theory, and dependence modeling. Readers will find discussions on clustering, depth concepts, dimensionality reduction, and robustness, reflecting the conference‘s commitment to addressing real-world challenges through innovative methods... .
出版日期Conference proceedings 2024
关键词Computational Intelligence; Intelligent Data Analysis; Soft Computing; SMPS 2024; Statistics
版次1
doihttps://doi.org/10.1007/978-3-031-65993-5
isbn_softcover978-3-031-65992-8
isbn_ebook978-3-031-65993-5Series ISSN 2194-5357 Series E-ISSN 2194-5365
issn_series 2194-5357
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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,Sharp Polynomial Upper Bound on the Variance,probabilistic objects. This work demonstrates the computational advantage that originates from looking at intervals from an imprecise probabilistic angle, and it may serve as a testimony towards filling the computational void that has for too long discouraged practitioners from computing with interv
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Conference proceedings 2024 possibility theory, and dependence modeling. Readers will find discussions on clustering, depth concepts, dimensionality reduction, and robustness, reflecting the conference‘s commitment to addressing real-world challenges through innovative methods... .
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A. Bezat-Jarzębowska,W. Rembisz,A. Sielskan this integration, showing how it provides a systematic basis for the combination of weighted aggregation operators–which has thus far not been considered in the literature. We proceed to show how the resulting operator systematically integrates a priori beliefs about the worth of both sources and
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Cooperatives—Taxation and the Lawprobabilistic objects. This work demonstrates the computational advantage that originates from looking at intervals from an imprecise probabilistic angle, and it may serve as a testimony towards filling the computational void that has for too long discouraged practitioners from computing with interv
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2194-5357 atistics (SMPS 2024).Presents current research on the fusion.This volume contains more than 65 peer-reviewed papers corresponding to presentations at the 11th Conference on Soft Methods in Probability and Statistics (SMPS) held in Salzburg, Austria, in September 2024. It covers recent advances in th
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Giuseppa Romeo,Claudio Marcianò for the generating family . that are transferred to the semigroup . and can easily be verified in applications. Furthermore, there is a structural link between Chernoff type approximations for nonlinear semigroups and law of large numbers type results for convex expectations.
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