Ai, Iot, Big Data and Cloud Computing for Industry 4.0
暫譯: 工業4.0的人工智慧、物聯網、大數據與雲端運算

這本書介紹了第四次工業革命中一些最先進的前沿技術，稱為「工業4.0」。本書提供了對人工智慧（AI）、物聯網（IoT）、大數據和雲計算之間相互聯繫的全面理解，這些技術是徹底改變公司生產和分配產品方式以及地方政府提供服務方式的核心。本書強調，在供應鏈的每個階段，製造商都將人工智慧、機器人技術、物聯網、大數據/機器學習和雲計算交織進他們的生產設施和整個分配網絡中。同樣重要的是，作者展示了他們的研究如何應用於計算機視覺、網絡安全、數據庫和編譯理論、自然語言處理、醫療保健、教育和農業等領域。

- 介紹人工智慧、物聯網和雲計算的基本原理，以及它們如何融入工業4.0應用中
- 激勵讀者解決語音通信和信號處理領域的挑戰
- 提供大量的範例、案例研究、技術描述和人工智慧/機器學習的方法

Amy Neustein, Ph.D. is CEO and Founder of Linguistic Technology Systems, in Fort Lee, NJ (USA) - a think tank for database engineering, scientific computing, and programming language theory. She is the Volume Editor of Advances in Ubiquitous Computing: Cyber-Physical Systems, Smart Cities, and Ecological Monitoring (Elsevier 2020) and author/editor of 16 academic books covering a wide range of topics: speech technology, natural language processing, robotics in healthcare, mobile speech, text mining, voice technologies for speech reconstruction and enhancement, signal and acoustic modeling for speech and communication disorders, acoustic analysis of pathologies in infants and children, legal jurisprudence and child health-related issues, forensic speaker recognition, and data integration and conceptual space modeling for Covid, Cancer and Cardiac Care. She has authored many articles, chapters, and conference papers on this wide panoply of subjects. Dr. Neustein received her Ph.D. in Sociology (with a concentration in sociolinguistics and ethnomethodology) from Boston University. She has served as Editor-in-Chief of the International Journal of Speech Technology (Springer) from 2008 till present. She was featured in March 2018 in the SpringerNature "Women in STEM" joint campaign with the United Nations for women in science and technology during Women's History Month. Dr. Neustein serves as Series Editor of SpringerBriefs in Speech Technology: Studies in Signal Processing, Natural Language Understanding, and Machine Learning (Springer); Series Editor of two additional book series: Signals and Communication Technology (Springer); Speech Technology and Text Mining in Medicine and Healthcare (de Gruyter).

Dr Parikshit N. Mahalle is a senior member IEEE and is Professor, Dean Research and Development and Head - Department of Artificial Intelligence and Data Science at Vishwakarma Institute of Information Technology, Pune, India. He completed his Ph. D from Aalborg University, Denmark and continued as Post Doc Researcher at CMI, Copenhagen, Denmark. He has 23 + years of teaching and research experience. He is a member of the Board of Studies in Computer Engineering, Ex-Chairman Information Technology, Savitribai Phule Pune University and various Universities and autonomous colleges across India. He has 12 patents, 200+ research publications (Google Scholar citations-2600 plus, H index-23 and Scopus Citations are 1350 plus with H index -17, Web of Science citations are 438 with H index - 10) and authored/edited 50+ books with Springer, CRC Press, Cambridge University Press, etc. He is editor in chief for IGI Global -International Journal of Rough Sets and Data Analysis, Inter-science International Journal of Grid and Utility Computing, member-Editorial Review Board for IGI Global - International Journal of Ambient Computing and Intelligence and reviewer for various journals and conferences of the repute. His research interests are Machine Learning, Data Science, Algorithms, Internet of Things, Identity Management and Security. He is guiding 8 PhD students in the area of IoT and machine learning and recently, FIVE students have successfully defended their PhD under his supervision. He is also the recipient of "Best Faculty Award" by Sinhgad Institutes and Cognizant Technologies Solutions. He has delivered 200 plus lectures at national and international level.

Dr. Prachi M. Joshi obtained her B.E., MTech degree in Computer Engineering from COEP (College of Engineering, Pune), University of Pune, India. She has completed her Ph.D. in Computer Engineering in the area of Machine Learning from COEP, University of Pune. She has been in teaching and research area for more than 15 years. She has co-authored book on Artificial Intelligence (PHI) and written book chapters for Research Methodology, published by CRC. She has successfully supervised a plethora of projects at graduate and post-graduate level encompassing the domains of Artificial Intelligence, Data Mining and Machine Learning. Her research interests include Information Retrieval and Incremental Machine Learning and has multiple research publications to her credit. At present she is working as Associate Professor and Associate Head in the Department of Artificial Intelligence and Data Science at BRACT'S, VIIT, Pune, India.

Dr. Gitanjali R. Shinde has overall 13 years of experience, presently working as Assistant Professor in Department of Computer Engineering, Vishwakarma Institute of Information Technology, Pune, India. She has done Ph.D in Wireless Communication from CMI, Aalborg University, Copenhagen, Denmark on Research Problem Statement "Cluster Framework for Internet of People, Things and Services". She obtained M.E. (Computer Engineering) degree from the University of Pune and a B.E. (Computer Engineering) degree from the University of Pune. She has received research funding for the project "Lightweight Group Authentication for IoT" by SPPU, Pune. She has presented a research article at the World Wireless Research Forum (WWRF) meeting, Beijing China. She has published 50+ papers in National, International conferences and journals. She is the author of 5+ books with a publisher like Springer and CRC Taylor & Francis Group. She is also editor of books with De Gruyter and Springer. She is a reviewer of prominent journal IGI publications and IEEE Transactions.

Amy Neustein 博士是位於美國新澤西州福特李的語言技術系統公司的首席執行官和創始人，這是一個專注於資料庫工程、科學計算和程式語言理論的智庫。她是《普遍計算的進展：網路物理系統、智慧城市和生態監測》（Elsevier 2020）的卷編輯，並且是涵蓋廣泛主題的16本學術書籍的作者/編輯，包括語音技術、自然語言處理、醫療保健中的機器人技術、行動語音、文本挖掘、語音重建和增強的語音技術、針對語音和溝通障礙的信號和聲學建模、嬰幼兒和兒童病理的聲學分析、法律法理學和兒童健康相關問題、法醫說話者識別，以及針對Covid、癌症和心臟護理的數據整合和概念空間建模。她在這些主題上撰寫了許多文章、章節和會議論文。Neustein 博士在波士頓大學獲得社會學博士學位（專注於社會語言學和民族方法論）。自2008年至今，她擔任《國際語音技術期刊》（Springer）的主編。她於2018年3月在SpringerNature與聯合國合作的「女性在STEM」活動中被特別報導，以慶祝女性在科學和技術領域的貢獻。Neustein 博士擔任SpringerBriefs in Speech Technology系列的編輯，該系列涵蓋信號處理、自然語言理解和機器學習（Springer）；此外，她還擔任兩個其他書籍系列的編輯：信號與通信技術（Springer）；醫學和醫療保健中的語音技術和文本挖掘（de Gruyter）。

Dr Parikshit N. Mahalle 是IEEE的高級會員，並且是印度普納Vishwakarma資訊技術學院人工智慧與數據科學系的教授、研究與發展院長及系主任。他在丹麥奧爾堡大學獲得博士學位，並在丹麥哥本哈根的CMI擔任博士後研究員。他擁有超過23年的教學和研究經驗。他是計算機工程學科的學術委員會成員，曾擔任印度Savitribai Phule普納大學資訊技術系的主席，以及印度各大學和自治學院的成員。他擁有12項專利，發表了200多篇研究論文（Google Scholar引用2600多次，H指數23，Scopus引用1350多次，H指數17，Web of Science引用438次，H指數10），並與Springer、CRC Press、劍橋大學出版社等出版了50多本書籍。他是IGI Global的《粗集與數據分析國際期刊》的主編，Inter-science的《網格與公用計算國際期刊》的主編，並且是IGI Global的《環境計算與智慧國際期刊》的編輯審查委員會成員，還擔任多個知名期刊和會議的審稿人。他的研究興趣包括機器學習、數據科學、演算法、物聯網、身份管理和安全。他目前指導8名博士生，專注於物聯網和機器學習，最近有五名學生在他的指導下成功完成博士論文。他還獲得了Sinhgad學院和Cognizant Technologies Solutions頒發的「最佳教學獎」。他在國內外發表了200多場演講。

Dr. Prachi M. Joshi 在印度普納的COEP（工程學院）獲得計算機工程的學士和碩士學位。她在COEP、普納大學完成了機器學習領域的計算機工程博士學位。她在教學和研究領域已有超過15年的經驗。她共同撰寫了有關人工智慧的書籍（PHI），並為CRC出版的研究方法論撰寫了書籍章節。她成功指導了多個涵蓋人工智慧、數據挖掘和機器學習領域的本科和研究生項目。她的研究興趣包括信息檢索和增量機器學習，並擁有多篇研究出版物。目前，她在印度普納的BRACT'S VIIT擔任人工智慧與數據科學系的副教授和副主任。

Dr. Gitanjali R. Shinde 擁有13年的整體經驗，目前在印度普納的Vishwakarma資訊技術學院計算機工程系擔任助理教授。她在丹麥CMI的奧爾堡大學獲得無線通信博士學位，研究問題為「人、物和服務的集群框架」。她在普納大學獲得計算機工程碩士學位，並在普納大學獲得計算機工程學士學位。她獲得了普納SPPU的「物聯網輕量級群組身份驗證」項目的研究資金。她在中國北京的世界無線研究論壇（WWRF）會議上發表了一篇研究文章。她在國內外會議和期刊上發表了50多篇論文。她是與Springer和CRC Taylor & Francis Group等出版社合作的5本書的作者。她還是De Gruyter和Springer的書籍編輯。她是IGI出版物和IEEE Transactions的知名期刊的審稿人。