Advances in Principal Component Analysis: Research and Development
暫譯: 主成分分析的進展:研究與發展

  • 出版商: Springer
  • 出版日期: 2018-02-02
  • 售價: $4,690
  • 貴賓價: 9.5$4,456
  • 語言: 英文
  • 頁數: 252
  • 裝訂: Hardcover
  • ISBN: 9811067031
  • ISBN-13: 9789811067037
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book reports on the latest advances in concepts and further developments of principal component analysis (PCA), addressing a number of open problems related to dimensional reduction techniques and their extensions in detail. Bringing together research results previously scattered throughout many scientific journals papers worldwide, the book presents them in a methodologically unified form. Offering vital insights into the subject matter in self-contained chapters that balance the theory and concrete applications, and especially focusing on open problems, it is essential reading for all researchers and practitioners with an interest in PCA.

商品描述(中文翻譯)

本書報告了主成分分析(PCA)概念的最新進展及其進一步發展,詳細探討了與降維技術及其擴展相關的多個未解決問題。將之前散見於全球多個科學期刊的研究成果整合在一起,本書以方法論統一的形式呈現。提供了對該主題的重要見解,章節自成體系,平衡了理論與具體應用,特別聚焦於未解決的問題,對所有對PCA感興趣的研究人員和實務工作者來說,都是必讀之作。