Modeling Approaches and Algorithms for Advanced Computer Applications (Studies in Computational Intelligence)
暫譯: 先進計算應用的建模方法與演算法(計算智慧研究)

  • 出版商: Springer
  • 出版日期: 2015-06-24
  • 售價: $4,200
  • 貴賓價: 9.5$3,990
  • 語言: 英文
  • 頁數: 456
  • 裝訂: Paperback
  • ISBN: 3319033042
  • ISBN-13: 9783319033044
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

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商品描述

    "During the last decades Computational Intelligence has emerged and showed its contributions in various broad research communities (computer science, engineering, finance, economic, decision making, etc.). This was done by proposing approaches and algorithms based either on turnkey techniques belonging to the large panoply of solutions offered by computational intelligence such as data mining, genetic algorithms, bio-inspired methods, Bayesian networks, machine learning, fuzzy logic, artificial neural networks, etc. or inspired by computational intelligence techniques to develop new ad-hoc algorithms for the problem under consideration.

   This volume is a comprehensive collection of extended contributions from the 4th International Conference on Computer Science and Its Applications (CIIA’2013) organized into four main tracks: Track 1: Computational Intelligence, Track  2: Security & Network Technologies, Track  3: Information Technology and Track 4: Computer Systems and Applications. This book presents recent advances in the use and exploitation of computational intelligence in several real world hard problems covering these tracks such as image processing, Arab text processing, sensor and mobile networks, physical design of advanced databases, model matching, etc. that require advanced approaches and algorithms borrowed from computational intelligence for solving them.

商品描述(中文翻譯)

在過去幾十年中,計算智慧(Computational Intelligence)已經出現並在各個廣泛的研究社群中顯示出其貢獻(如計算機科學、工程、金融、經濟、決策等)。這是通過提出基於計算智慧所提供的各種解決方案的大型工具箱中的即用技術的方法和演算法來實現的,例如資料探勘(data mining)、遺傳演算法(genetic algorithms)、生物啟發方法(bio-inspired methods)、貝葉斯網路(Bayesian networks)、機器學習(machine learning)、模糊邏輯(fuzzy logic)、人工神經網路(artificial neural networks)等,或是受到計算智慧技術啟發而為所考慮的問題開發新的專用演算法。

本卷是第四屆計算機科學及其應用國際會議(CIIA’2013)擴展貢獻的綜合集,分為四個主要主題:主題1:計算智慧,主題2:安全與網路技術,主題3:資訊技術,主題4:計算機系統與應用。本書展示了在多個現實世界的難題中使用和利用計算智慧的最新進展,涵蓋這些主題,如影像處理、阿拉伯文文本處理、感測器和行動網路、高級資料庫的物理設計、模型匹配等,這些問題需要借用計算智慧的先進方法和演算法來解決。

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