Applied Intelligence for Industry 4.0

Siddique, Nazmul, Arefin, Mohammad Shamsul, Kaiser, M. Shamim

Applied Intelligence for Industry 4.0
  • 出版商: CRC
  • 出版日期: 2023-06-12
  • 售價: $4,140
  • 貴賓價: 9.5 折 $3,933
  • 語言: 英文
  • 頁數: 300
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032164158
  • ISBN-13: 9781032164151

    • 下單後立即進貨 (約2~4週)

相關主題

商品描述

We are all aware that artificial intelligence (AI) has brought a change in our lives, driven by a new form of interaction between man and machine. We are in the era of the fourth Industrial Revolution (IR) where AI plays vital roles in human development by enabling extraordinary technological advances making fundamental changes to the way we live, work and relate to one another. It is an opportunity to help everyone, including leaders, policymakers and people from all income groups and nations, to harness converging technologies in order to create an inclusive, human-centered future. We need to prepare our graduates as well as researchers to conduct their research with 4.0 IR-related technologies. We need to develop policies and implement those policies to focus on the components of 4.0 IR for sustainable developments. Applied Intelligence for Industry 4.0 will cover cutting edge topics in the fields of AI and industry 4.0. The text will appeal to beginners and advanced researchers in computer science, information sciences, engineering and robotics.

Features

  • Discusses advance data mining, feature extraction and classification algorithms for disease detection, cyber security detection and prevention, soil quality assessment and other industrial applications

  • Includes the parameter optimization and explanation of intelligent approaches for business applications

  • Presents context-aware smart insightsand energy efficient and smart computing for the next-generation smart industry

商品描述(中文翻譯)

我們都知道人工智慧（AI）已經改變了我們的生活，帶來了人與機器之間的新型互動。我們正處於第四次工業革命（IR）的時代，AI在人類發展中扮演著重要角色，通過實現非凡的技術進步，從根本上改變了我們的生活方式、工作方式和人際關係。這是一個機會，可以幫助所有人，包括領導者、政策制定者和來自各種收入階層和國家的人們，利用匯聚技術創造一個包容性的、以人為中心的未來。我們需要培養我們的畢業生和研究人員，讓他們能夠使用第四次工業革命相關技術進行研究。我們需要制定政策並實施這些政策，以關注第四次工業革命的組成部分，以實現可持續發展。《應用智能技術於工業4.0》將涵蓋人工智慧和工業4.0領域的尖端主題。這本書將吸引計算機科學、信息科學、工程學和機器人學的初學者和高級研究人員。

特點：
- 討論了用於疾病檢測、網絡安全檢測和預防、土壤質量評估和其他工業應用的先進數據挖掘、特徵提取和分類算法
- 包括對商業應用的智能方法的參數優化和解釋
- 提供面向上一代智能工業的上下文感知智能洞察和節能智能計算

作者簡介

Nazmul Siddique received the Dipl.-Ing. degree in Cybernetics and Automation from Dresden University of Technology, Dresden, Germany, MSc in Computer Science from Bangladesh University of Engineering and Technology, Dhaka, Bangladesh and the Ph.D in Intelligent Control from the University of Sheffield, England, U.K. He has been a Lecturer with the School of Computing, Engineering and Intelligent Systems, University of Ulster Magee Campus, Londonderry, U.K since 2001. He was previously with the Computer Science and Engineering Discipline, Khulna University, Khulna, Bangladesh. He has been a guest editor of seven special issues of several reputed journals. He has served as committee member and chair of a number of national and international conferences. He is a senior member of IEEE. He is on the Editorial Board of a number of International Journals. Dr. Siddique has published over 170 journal, refereed conference papers, book chapters, and five books (John Wiley, Springer, Taylor & Francis). His research interests are in the fields of intelligent systems, computational intelligence, stochastic systems, and Markov modeling.

作者簡介(中文翻譯)

Nazmul Siddique在德國德累斯頓科技大學獲得了控制工程和自動化的工學碩士學位，並在孟加拉國工程和技術大學獲得了計算機科學的碩士學位，以及在英國謝菲爾德大學獲得了智能控制的博士學位。自2001年以來，他一直在英國倫敦德里馬吉校區的計算機科學、工程和智能系統學院擔任講師。他之前曾在孟加拉國庫爾納大學的計算機科學和工程學科工作。他曾擔任多個知名期刊的特刊編輯，並擔任多個國家和國際會議的委員會成員和主席。他是IEEE的高級會員，並擔任多個國際期刊的編輯委員會成員。Siddique博士已發表了超過170篇期刊、會議論文、專書章節和五本書籍（John Wiley、Springer、Taylor & Francis）。他的研究興趣包括智能系統、計算智能、隨機系統和馬爾可夫建模。

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