Recent Advances on Soft Computing and Data Mining: The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, ... in Intelligent Systems and Computing)
暫譯: 軟體計算與資料探勘的最新進展:第二屆國際軟體計算與資料探勘會議 (SCDM-2016),萬隆,... 在智慧系統與計算中

  • 出版商: Springer
  • 出版日期: 2016-12-29
  • 售價: $8,670
  • 貴賓價: 9.5$8,237
  • 語言: 英文
  • 頁數: 649
  • 裝訂: Paperback
  • ISBN: 331951279X
  • ISBN-13: 9783319512792
  • 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

This book provides a comprehensive introduction and practical look at the concepts and techniques readers need to get the most out of their data in real-world, large-scale data mining projects. It also guides readers through the data-analytic thinking necessary for extracting useful knowledge and business value from the data.

The book is based on the Soft Computing and Data Mining (SCDM-16) conference, which was held in Bandung, Indonesia on August 18th–20th 2016 to discuss the state of the art in soft computing techniques, and offer participants sufficient knowledge to tackle a wide range of complex systems. The scope of the conference is reflected in the book, which presents a balance of soft computing techniques and data mining approaches. The two constituents are introduced to the reader systematically and brought together using different combinations of applications and practices. It offers engineers, data analysts, practitioners, scientists and managers the insights into the concepts, tools and techniques employed, and as such enables them to better understand the design choice and options of soft computing techniques and data mining approaches that are necessary to thrive in this data-driven ecosystem.

商品描述(中文翻譯)

這本書提供了全面的介紹和實用的視角,幫助讀者在現實世界的大規模資料挖掘專案中充分利用他們的數據。它還指導讀者進行數據分析思維,以提取有用的知識和商業價值。

本書基於2016年8月18日至20日在印尼萬隆舉行的軟計算與資料挖掘(SCDM-16)會議,該會議討論了軟計算技術的最新進展,並為參與者提供了足夠的知識,以應對各種複雜系統。會議的範疇在書中得到了體現,書中呈現了軟計算技術和資料挖掘方法的平衡。這兩個組成部分系統性地介紹給讀者,並通過不同的應用和實踐組合將其結合在一起。它為工程師、數據分析師、實務工作者、科學家和管理者提供了對所使用的概念、工具和技術的深入見解,從而使他們能夠更好地理解在這個數據驅動的生態系統中,軟計算技術和資料挖掘方法的設計選擇和選項。

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