书目名称 | Combining, Modelling and Analyzing Imprecision, Randomness and Dependence | 编辑 | Jonathan Ansari,Sebastian Fuchs,Olgierd Hryniewicz | 视频video | http://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 |  | 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 | doi | https://doi.org/10.1007/978-3-031-65993-5 | isbn_softcover | 978-3-031-65992-8 | isbn_ebook | 978-3-031-65993-5Series ISSN 2194-5357 Series E-ISSN 2194-5365 | issn_series | 2194-5357 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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