Computational Intelligence for Pattern Recognition
暫譯: 模式識別的計算智慧

Pedrycz, Witold, Chen, Shyi-Ming

  • 出版商: Springer
  • 出版日期: 2019-01-30
  • 售價: $6,210
  • 貴賓價: 9.5$5,900
  • 語言: 英文
  • 頁數: 428
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030078191
  • ISBN-13: 9783030078195
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The book presents a comprehensive and up-to-date review of fuzzy pattern recognition. It carefully discusses a range of methodological and algorithmic issues, as well as implementations and case studies, and identifies the best design practices, assesses business models and practices of pattern recognition in real-world applications in industry, health care, administration, and business. Since the inception of fuzzy sets, fuzzy pattern recognition with its methodology, algorithms, and applications, has offered new insights into the principles and practice of pattern classification. Computational intelligence (CI) establishes a comprehensive framework aimed at fostering the paradigm of pattern recognition. The collection of contributions included in this book offers a representative overview of the advances in the area, with timely, in-depth and comprehensive material on the conceptually appealing and practically sound methodology and practices of CI-based pattern recognition.

商品描述(中文翻譯)

本書提供了模糊模式識別的全面且最新的回顧。它仔細討論了一系列方法論和算法問題,以及實作和案例研究,並確定最佳設計實踐,評估模式識別在工業、醫療、行政和商業等實際應用中的商業模型和實踐。自從模糊集合的誕生以來,模糊模式識別及其方法論、算法和應用,為模式分類的原則和實踐提供了新的見解。計算智能(Computational Intelligence, CI)建立了一個全面的框架,旨在促進模式識別的範式。本書中所收錄的貢獻提供了該領域進展的代表性概述,並針對基於CI的模式識別的概念吸引力和實際可行性的方法論和實踐,提供了及時、深入且全面的材料。