Recent Advancements in Multi-View Data Analytics
暫譯: 多視角數據分析的最新進展
Pedrycz, Witold, Chen, Shyi-Ming
- 出版商: Springer
- 出版日期: 2022-05-21
- 售價: $7,160
- 貴賓價: 9.5 折 $6,802
- 語言: 英文
- 頁數: 342
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 303095238X
- ISBN-13: 9783030952389
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相關分類:
Data-mining、Machine Learning
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其他版本:
Recent Advancements in Multi-View Data Analytics
海外代購書籍(需單獨結帳)
相關主題
商品描述
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.
商品描述(中文翻譯)
本書提供了有關數據分析多視角的及時研究,涵蓋了來自各種本地來源的數據處理和推理的最新趨勢。在處理各種現實世界場景時,包括聚類、決策過程中的共識建立、計算機視覺、知識表示、大數據、數據流等,會遇到數據分析的多視角特性。
各章節展示了多視角數據分析方法論、理論、高級演算法和應用的最新研究,並帶來數據解釋的新視角。這本及時的書籍將吸引廣泛的讀者群,包括對快速增長的多視角數據分析和智能系統感興趣的研究人員和實務工作者。