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Titlebook: Recent Advancements in Multi-View Data Analytics; Witold Pedrycz,Shyi-Ming Chen Book 2022 The Editor(s) (if applicable) and The Author(s),

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发表于 2025-3-21 18:08:42 | 显示全部楼层 |阅读模式
书目名称Recent Advancements in Multi-View Data Analytics
编辑Witold Pedrycz,Shyi-Ming Chen
视频video
概述Is self-contained and easily accessible to the broad research community.Offers some introductory chapters on multi-view data analytics.Starts with fundamentals, moves on to methodological issues, afte
丛书名称Studies in Big Data
图书封面Titlebook: Recent Advancements in Multi-View Data Analytics;  Witold Pedrycz,Shyi-Ming Chen Book 2022 The Editor(s) (if applicable) and The Author(s),
描述.This book provides timely studies on multi-view facets of data analytics by covering recent trends in processing and reasoning about data originating from an array of local sources. A multi-view nature of data analytics is encountered when working with a variety of real-world scenarios including clustering, consensus building in decision processes, computer vision, knowledge representation, big data, data streaming, among others..The chapters demonstrate recent pursuits in the methodology, theory, advanced algorithms, and applications of multi-view data analytics and bring new perspectives of data interpretation. The timely book will appeal to a broad readership including both researchers and practitioners interested in gaining exposure to the rapidly growing trend of multi-view data analytics and intelligent systems..
出版日期Book 2022
关键词Computational Intelligence; Big Data; Data Analytics; Artificial Intelligence; Multi-View Data Analytics
版次1
doihttps://doi.org/10.1007/978-3-030-95239-6
isbn_softcover978-3-030-95241-9
isbn_ebook978-3-030-95239-6Series ISSN 2197-6503 Series E-ISSN 2197-6511
issn_series 2197-6503
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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Recent Advancements in Multi-View Data Analytics978-3-030-95239-6Series ISSN 2197-6503 Series E-ISSN 2197-6511
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The Psychology of Conflictive Uncertainty,vides some guidance for resolving and communicating about conflictive uncertainty that may avoid its problematic impacts on decision making and source credibility. Implications are discussed for developing explainable multi-view methods in the face of view disagreement.
发表于 2025-3-23 01:15:57 | 显示全部楼层
A Methodology Review on Multi-view Pedestrian Detection,intermediate-level fusion, high-level fusion and deep-learning based fusion, in terms of the degree of information fusion. The challenges in developing deep multi-view algorithms are also described in this chapter.
发表于 2025-3-23 03:01:31 | 显示全部楼层
Book 2022 data interpretation. The timely book will appeal to a broad readership including both researchers and practitioners interested in gaining exposure to the rapidly growing trend of multi-view data analytics and intelligent systems..
发表于 2025-3-23 06:38:54 | 显示全部楼层
The Psychology of Conflictive Uncertainty,g. View disagreement is distinct from nonshared features in alternative views, because it gives rise to a type of uncertainty that humans find especially aversive, i.e., “conflictive uncertainty”. This chapter presents an overview of the psychological effects of conflictive uncertainty, and then pro
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