Intelligent Data Engineering and Automated Learning - IDEAL 2015: 16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings (Lecture Notes in Computer Science)
暫譯: 智能數據工程與自動化學習 - IDEAL 2015:第16屆國際會議,波蘭弗羅茨瓦夫,2015年10月14-16日,會議論文集(計算機科學講義)

  • 出版商: Springer
  • 出版日期: 2015-10-01
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 560
  • 裝訂: Paperback
  • ISBN: 3319248332
  • ISBN-13: 9783319248332
  • 相關分類: Computer-Science
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Poland, in October 2015.

The 64 revised full papers presented were carefully reviewed and selected from 127 submissions. These papers provided a valuable collection of recent research outcomes in data engineering and automated learning, from methodologies, frameworks, and techniques to applications. In addition to various topics such as evolutionary algorithms, neural networks, probabilistic modeling, swarm intelligent, multi-objective optimization, and practical applications in regression, classification, clustering, biological data processing, text processing, video analysis, IDEAL 2015 also featured a number of special sessions on several emerging topics such as computational intelligence for optimization of communication networks, discovering knowledge from data, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems.

商品描述(中文翻譯)

本書是2015年10月在波蘭弗羅茨瓦夫舉行的第16屆國際智能數據工程與自動學習會議(IDEAL 2015)的經過審稿的會議論文集。

所呈現的64篇修訂完整論文是從127篇投稿中仔細審核和選出的。這些論文提供了數據工程和自動學習領域近期研究成果的寶貴集錦,涵蓋了方法論、框架、技術及其應用。除了進化算法、神經網絡、概率建模、群體智能、多目標優化以及在回歸、分類、聚類、生物數據處理、文本處理、視頻分析等實際應用等各種主題外,IDEAL 2015還特別設置了幾個新興主題的專題會議,例如用於通信網絡優化的計算智能、從數據中發現知識、基於模擬的DES類建模與性能評估,以及在現實問題中的智能應用。

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