Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies (Hardcover)
暫譯: 智能軟計算與演化數據挖掘:整合先進技術(精裝版)

Leon Shyue-Liang Wang

  • 出版商: Information Science
  • 出版日期: 2010-04-30
  • 售價: $7,740
  • 貴賓價: 9.5$7,353
  • 語言: 英文
  • 頁數: 362
  • 裝訂: Hardcover
  • ISBN: 1615207570
  • ISBN-13: 9781615207572
  • 相關分類: Data-mining
  • 海外代購書籍(需單獨結帳)

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商品描述

As the applications of data mining, the non-trivial extraction of implicit information in a data set, have expanded in recent years, so has the need for techniques that are tolerable to imprecision, uncertainty, and approximation.

Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies is a compendium that addresses this need. It integrates contrasting techniques of conventional hard computing and soft computing to exploit the tolerance for imprecision, uncertainty, partial truth, and approximation to achieve tractability, robustness and low-cost solution. This book provides a reference to researchers, practitioners, and students in both soft computing and data mining communities, forming a foundation for the development of the field.

商品描述(中文翻譯)

隨著資料探勘的應用擴展,資料集中的隱含資訊的非平凡提取需求也隨之增加,對於能夠容忍不精確性、不確定性和近似的技術的需求也日益增長。

《智能軟計算與演進資料探勘:整合先進技術》是一本針對這一需求的彙編。它整合了傳統硬計算與軟計算的對比技術,以利用對不精確性、不確定性、部分真理和近似的容忍度,實現可處理性、穩健性和低成本解決方案。本書為軟計算和資料探勘領域的研究人員、實務工作者和學生提供了參考,為該領域的發展奠定了基礎。

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