Hybrid Computational Intelligence: Challenges and Applications
暫譯: 混合計算智能:挑戰與應用

Bhattacharyya, Siddhartha, Snásel, Václav, Gupta, Deepak

  • 出版商: Academic Press
  • 出版日期: 2020-03-06
  • 售價: $5,470
  • 貴賓價: 9.5$5,197
  • 語言: 英文
  • 頁數: 252
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128186992
  • ISBN-13: 9780128186992
  • 海外代購書籍(需單獨結帳)

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商品描述

Hybrid Computational Intelligence: Challenges and Utilities is a comprehensive resource that begins with the basics and main components of computational intelligence. It brings together many different aspects of the current research on HCI technologies, such as neural networks, support vector machines, fuzzy logic and evolutionary computation, while also covering a wide range of applications and implementation issues, from pattern recognition and system modeling, to intelligent control problems and biomedical applications. The book also explores the most widely used applications of hybrid computation as well as the history of their development.

Each individual methodology provides hybrid systems with complementary reasoning and searching methods which allow the use of domain knowledge and empirical data to solve complex problems.

  • Provides insights into the latest research trends in hybrid intelligent algorithms and architectures
  • Focuses on the application of hybrid intelligent techniques for pattern mining and recognition, in big data analytics, and in human-computer interaction
  • Features hybrid intelligent applications in biomedical engineering and healthcare informatics

商品描述(中文翻譯)

《混合計算智慧:挑戰與應用》是一本全面的資源,從計算智慧的基本概念和主要組成部分開始。它匯集了當前在混合計算智慧(HCI)技術研究中的許多不同方面,例如神經網絡、支持向量機、模糊邏輯和進化計算,同時涵蓋了從模式識別和系統建模到智能控制問題和生物醫學應用的廣泛應用和實施問題。本書還探討了混合計算最廣泛使用的應用及其發展歷史。

每種方法論為混合系統提供了互補的推理和搜索方法,這使得利用領域知識和經驗數據來解決複雜問題成為可能。

- 提供對混合智能算法和架構最新研究趨勢的見解
- 專注於混合智能技術在模式挖掘和識別、大數據分析以及人機互動中的應用
- 特色介紹混合智能在生物醫學工程和健康資訊學中的應用