Intelligent Methods and Big Data in Industrial Applications
暫譯: 工業應用中的智能方法與大數據

Bembenik, Robert, Skonieczny, Lukasz, Protaziuk, Grzegorz

  • 出版商: Springer
  • 出版日期: 2019-01-05
  • 售價: $6,930
  • 貴賓價: 9.5$6,584
  • 語言: 英文
  • 頁數: 376
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030084922
  • ISBN-13: 9783030084929
  • 相關分類: 大數據 Big-data
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The inspiration for this book came from the Industrial Session of the ISMIS 2017 Conference in Warsaw. It covers numerous applications of intelligent technologies in various branches of the industry. Intelligent computational methods and big data foster innovation and enable the industry to overcome technological limitations and explore the new frontiers. Therefore it is necessary for scientists and practitioners to cooperate and inspire each other, and use the latest research findings to create new designs and products. As such, the contributions cover solutions to the problems experienced by practitioners in the areas of artificial intelligence, complex systems, data mining, medical applications and bioinformatics, as well as multimedia- and text processing. Further, the book shows new directions for cooperation between science and industry and facilitates efficient transfer of knowledge in the area of intelligent information systems.

商品描述(中文翻譯)

本書的靈感來自於2017年在華沙舉行的ISMIS會議的工業專場。它涵蓋了智能技術在各行各業中的眾多應用。智能計算方法和大數據促進了創新,使行業能夠克服技術限制並探索新的前沿。因此,科學家和實務工作者之間的合作與相互啟發是必要的,並利用最新的研究成果來創造新的設計和產品。因此,本書的貢獻涵蓋了在人工智慧、複雜系統、資料探勘、醫療應用和生物資訊學,以及多媒體和文本處理等領域中,實務工作者所面臨的問題的解決方案。此外,本書展示了科學與工業之間合作的新方向,並促進了智能資訊系統領域知識的有效轉移。