Case Studies in Intelligent Computing: Achievements and Trends (paperback)
暫譯: 智能計算案例研究:成就與趨勢(平裝本)

Biju Issac, Nauman Israr

  • 出版商: Auerbach Publication
  • 出版日期: 2016-10-26
  • 售價: $2,640
  • 貴賓價: 9.5$2,508
  • 語言: 英文
  • 頁數: 593
  • 裝訂: Paperback
  • ISBN: 1138034126
  • ISBN-13: 9781138034129
  • 海外代購書籍(需單獨結帳)

商品描述

Although the field of intelligent systems has grown rapidly in recent years, there has been a need for a book that supplies a timely and accessible understanding of this important technology. Filling this need, Case Studies in Intelligent Computing: Achievements and Trends provides an up-to-date introduction to intelligent systems.

This edited book captures the state of the art in intelligent computing research through case studies that examine recent developments, developmental tools, programming, and approaches related to artificial intelligence (AI). The case studies illustrate successful machine learning and AI-based applications across various industries, including:

 

  • A non-invasive and instant disease detection technique based upon machine vision through the image scanning of the eyes of subjects with conjunctivitis and jaundice
  • Semantic orientation-based approaches for sentiment analysis
  • An efficient and autonomous method for distinguishing application protocols through the use of a dynamic protocol classification system
  • Nonwavelet and wavelet image denoising methods using fuzzy logic
  • Using remote sensing inputs based on swarm intelligence for strategic decision making in modern warfare
  • Rainfall–runoff modeling using a wavelet-based artificial neural network (WANN) model

Illustrating the challenges currently facing practitioners, the book presents powerful solutions recently proposed by leading researchers. The examination of the various case studies will help you develop the practical understanding required to participate in the advancement of intelligent computing applications.

The book will help budding researchers understand how and where intelligent computing can be applied. It will also help more established researchers update their skills and fine-tune their approach to intelligent computing.

商品描述(中文翻譯)

儘管智能系統領域在近年來迅速成長,但仍然需要一本能夠及時且易於理解這項重要技術的書籍。為了滿足這一需求,智能計算案例研究:成就與趨勢 提供了對智能系統的最新介紹。

這本編輯書籍通過案例研究捕捉了智能計算研究的最新技術,這些案例研究檢視了與人工智慧(AI)相關的最新發展、開發工具、程式設計和方法。這些案例研究展示了各行各業中成功的機器學習和基於AI的應用,包括:

- 一種基於機器視覺的非侵入性即時疾病檢測技術,通過掃描結膜炎和黃疸患者的眼睛影像進行檢測
- 基於語意取向的情感分析方法
- 一種高效且自主的應用協議區分方法,利用動態協議分類系統
- 使用模糊邏輯的非小波和小波影像去噪方法
- 基於群體智慧的遙感輸入,用於現代戰爭中的戰略決策
- 使用基於小波的人工神經網絡(WANN)模型進行降雨-徑流建模

本書展示了當前從業者面臨的挑戰,並提出了領先研究者最近提出的強大解決方案。對各種案例研究的檢視將幫助您發展參與智能計算應用進步所需的實踐理解。

本書將幫助初學者研究者了解智能計算的應用方式和應用領域。它也將幫助更成熟的研究者更新技能並微調他們對智能計算的研究方法。

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