Recent Advances on Soft Computing and Data Mining: Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), ... in Intelligent Systems and Computing)
暫譯: 軟體計算與資料探勘的最新進展:第三屆國際軟體計算與資料探勘會議(SCDM 2018)論文集,... 在智慧系統與計算中的應用

  • 出版商: Springer
  • 出版日期: 2018-01-12
  • 售價: $8,670
  • 貴賓價: 9.5$8,237
  • 語言: 英文
  • 頁數: 518
  • 裝訂: Paperback
  • ISBN: 3319725491
  • ISBN-13: 9783319725499
  • 相關分類: Data-mining
  • 海外代購書籍(需單獨結帳)

商品描述

This book offers a systematic overview of the concepts and practical techniques that readers need to get the most out of their large-scale data mining projects and research studies. It guides them through the data-analytical thinking essential to extract useful information and obtain commercial value from the data. Presenting the outcomes of International Conference on Soft Computing and Data Mining (SCDM-2017), held in Johor, Malaysia on February 6–8, 2018, it provides a well-balanced integration of soft computing and data mining techniques. The two constituents are brought together in various combinations of applications and practices. To thrive in these data-driven ecosystems, researchers, engineers, data analysts, practitioners, and managers must understand the design choice and options of soft computing and data mining techniques, and as such this book is a valuable resource, helping readers solve complex benchmark problems and better appreciate the concepts, tools, and techniques employed.

商品描述(中文翻譯)

本書提供了系統性的概述,涵蓋讀者在大型數據挖掘專案和研究中所需的概念和實用技術。它引導讀者進入數據分析思維,這對於從數據中提取有用信息並獲得商業價值至關重要。本書展示了於2018年2月6日至8日在馬來西亞柔佛舉行的國際軟計算與數據挖掘會議(SCDM-2017)的成果,並提供了軟計算與數據挖掘技術的良好平衡整合。這兩個組成部分以各種應用和實踐的組合方式結合在一起。為了在這些數據驅動的生態系統中蓬勃發展,研究人員、工程師、數據分析師、實踐者和管理者必須理解軟計算和數據挖掘技術的設計選擇和選項,因此本書是一個寶貴的資源,幫助讀者解決複雜的基準問題,並更好地理解所使用的概念、工具和技術。