Big Data, Iot, and Machine Learning: Tools and Applications
暫譯: 大數據、物聯網與機器學習:工具與應用
Agrawal, Rashmi, Paprzycki, Marcin, Gupta, Neha
- 出版商: CRC
- 出版日期: 2020-07-30
- 售價: $6,500
- 貴賓價: 9.5 折 $6,175
- 語言: 英文
- 頁數: 319
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 036733674X
- ISBN-13: 9780367336745
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相關分類:
大數據 Big-data、Machine Learning、物聯網 IoT
海外代購書籍(需單獨結帳)
商品描述
The idea behind this book is to simplify the journey of aspiring readers and researchers to understand the Big Data, IoT and Machine Learning. It also includes various real time/ offline applications and case studies in the field of engineering, computer science, information security, cloud computing with modern tools & technologies used.
This book consists of two sections - Section I contains the topics related to Applications of Machine Learning and section II address issues about Big Data, Cloud and Internet of Things. This brings all the related technologies into a single source so that undergraduate and postgraduate students, researchers, academicians, and industry people can easily understand.
商品描述(中文翻譯)
這本書的理念是簡化有志讀者和研究者理解大數據、物聯網和機器學習的過程。它還包括在工程、計算機科學、資訊安全和雲計算領域中使用現代工具和技術的各種實時/離線應用和案例研究。
本書分為兩個部分 - 第一部分包含與機器學習應用相關的主題,第二部分則探討有關大數據、雲端和物聯網的議題。這將所有相關技術整合成一個單一來源,以便本科生和研究生、研究人員、學術界人士以及業界人士能夠輕鬆理解。
作者簡介
Rashmi Agrawal is working as Professor in Department of Computer Applications in MRIIRS, Faridabad. Dr. Agrawal has a rich teaching experience of more than 17 years. She is UGC-NET(CS) qualified. She has completed PhD, M.Phil, MTech, MSc and MBA(IT). She has completed her PhD in the area of Machine Learning. Her area of expertise includes Artificial Intelligence, Machine Learning, Data Mining and Operating System She has published more than 40 research papers in various national and International conferences and peer reviewed Journals and authored many books and chapters in edited books. She has been editor in many edited books with international publishers. She has organized various Faculty Development Programmes and participated in workshops and Faculty development Programmes. She is a life time member of Computer Society of India. She has been a member of the editorial board in various journals and Technical Programme Committee in various conferences of repute. She has visited Malaysia in an international conference and Newzealand for two weeks under faculty exchange program.
Marcin Paprzycki is an Associate Professor at the Systems Research Institute, Polish Academy of Sciences. He has an MS from Adam Mickiewicz University in Poznań, Poland, a Ph.D from Southern Methodist University in Dallas, Texas, and a Doctor of Science from the Bulgarian Academy of Sciences. He is a senior member of IEEE, a senior member of ACM, a Senior Fulbright Lecturer, and an IEEE CS Distinguished Visitor. He has contributed to more than 450 publications and was invited to the program committees of over 500 international conferences. He is on the editorial boards of 15 journals.
Neha Gupta is currently working as an Associate professor, Faculty of Computer Applications at Manav Rachna International Institute of Research and Studies, Faridabad campus. She has done her PhD from Manav Rachna International University, Faridabad . She has total of 13+ year of experience in teaching and research. She is a Life Member of ACM CSTA, Tech Republic and Professional Member of IEEE. She has authored and coauthored 30 research papers in SCI/SCOPUS/Peer Reviewed Journals and IEEE/IET Conference proceedings in areas of Web Content Mining, Mobile Computing, and Web Content Adaptation. She has also authored books with international publisher like IGI Global and Pacific International and has also authors various book chapters with publishers like Elsevier, IGI Global, CRC Press etc. Her research interests include ICT in Rural Development, Web Content Mining, Cloud Computing, Data Mining and NoSQL Databases. She is a technical programme committee (TPC) member in various conferences across globe. She is an active reviewer for International Journal of Computer and Information Technology and in various IEEE Conferences around the world. She is one of the Editorial and review board members in International Journal of Research in Engineering and Technology
作者簡介(中文翻譯)
拉什米·阿格拉瓦爾目前擔任法里達巴德MRIIRS計算機應用系的教授。阿格拉瓦爾博士擁有超過17年的豐富教學經驗,並且通過了UGC-NET(CS)考試。她完成了機器學習領域的博士學位,並擁有M.Phil、MTech、MSc和MBA(IT)學位。她的專業領域包括人工智慧、機器學習、資料探勘和作業系統。她在各種國內和國際會議及同行評審期刊上發表了超過40篇研究論文,並撰寫了多本書籍及編輯書中的章節。她曾擔任多本國際出版社編輯書籍的編輯,並組織了各種教師發展計畫,參加了多場研討會和教師發展計畫。她是印度計算機學會的終身會員,並曾擔任多個期刊的編輯委員會成員及多個知名會議的技術程序委員會成員。她曾參加國際會議前往馬來西亞,並在教師交流計畫下前往紐西蘭兩週。
馬爾欽·帕普日基是波蘭科學院系統研究所的副教授。他擁有波蘭波茲南亞當·密茲基維奇大學的碩士學位、德克薩斯州南方衛理公會大學的博士學位,以及保加利亞科學院的科學博士學位。他是IEEE的高級會員、ACM的高級會員、高級富布賴特講師,以及IEEE CS的傑出訪客。他在450多篇出版物中做出了貢獻,並受邀參加500多個國際會議的程序委員會。他是15本期刊的編輯委員會成員。
內哈·古普塔目前擔任法里達巴德Manav Rachna國際研究與學院計算機應用系的副教授。她在Manav Rachna國際大學獲得博士學位,擁有超過13年的教學和研究經驗。她是ACM CSTA的終身會員、Tech Republic的會員,以及IEEE的專業會員。她在SCI/SCOPUS/同行評審期刊及IEEE/IET會議論文集中發表了30篇研究論文,研究領域包括網頁內容探勘、行動計算和網頁內容適應。她還與國際出版社如IGI Global和Pacific International合作撰寫書籍,並與Elsevier、IGI Global、CRC Press等出版社撰寫多個書籍章節。她的研究興趣包括農村發展中的ICT、網頁內容探勘、雲計算、資料探勘和NoSQL資料庫。她是多個國際會議的技術程序委員會(TPC)成員,並擔任《國際計算機與資訊技術期刊》及多個IEEE會議的活躍審稿人。她是《國際工程與技術研究期刊》的編輯和審稿委員會成員之一。