Artificial Intelligence and Deep Learning for Computer Network: Management and Analysis
暫譯: 計算機網絡的人工智慧與深度學習：管理與分析

《人工智慧與深度學習在計算機網絡中的管理與分析》旨在系統性地收集涵蓋人工智慧（AI）、機器學習（ML）和深度學習（DL）應用於計算機網絡、通信和安全等多個子主題的高品質研究，並將其整合於一本書中。它還希望提供更多關於理論相似性適用性的見解，這在許多此類書籍中是相對罕見的。

特色：
- 涵蓋重要且前沿主題的多樣化集合，集中於單一卷冊中。
- 包含數個關於網絡安全的章節，這是一個極具活力的研究領域。
- 來自領先研究者的最新研究成果，以及對未來方法論進展的一些指引。
- 從標準數據集獲得的詳細實驗結果。

本書是希望研究並熟悉尖端人工智慧、機器學習和深度學習技術在網絡管理和網絡安全應用的學生、研究人員和實務工作者的重要參考書籍。

Dr. Sangita Roy is currently working as an Assistant Professor at the Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India. She did her postdoc (on sabbatical) at the Department of Electrical Engineering, Tel Aviv University, Israel. She received her B.Tech from West Bengal University of Technology and M.Tech from Kalinga Institute of Industrial Technology, Odissa. She did her PhD from IIT Patna. Her research interests include Computer Network, Network Security, Image Processing and Deep Learning, IoT and BlockChain.

Dr. Rajat Subhra Chakraborty is currently an Associate Professor at CSE Department of IIT Kharagpur. He received his Ph.D. from Case Western Reserve University (U.S.A.) and B.E. from Jadavpur University. He has professional experience of working at National Semiconductor (Bangalore, India) and Advanced Micro Devices (AMD) (Santa Clara, USA). His research interests include Hardware Security, VLSI Design and Design Automation, Digital Content Protection and Digital Image Forensics. He holds 2 Granted U.S. patents, and has co-authored 6 books, 8 book chapters, and over 120 publications in international journals and conferences. His work has received close to 6000 citations till date, and a paper co-authored by him won the Best Paper Award at the IWDW'16 workshop. He has received several prestigious national and international awards such as IIT Kharagpur Outstanding Faculty Award (2018), IEI Young Engineers Award (2016), IBM Shared University Research (SUR) Award (2015), Royal Academy of Engineering (U.K.) RECI Fellowship (2014) and IBM Faculty Award (2012). He is currently an Associate Editor of IEEE TCAD journal. Dr. Chakraborty is a Senior Member of IEEE and a Senior Member of ACM.

Dr. Jimson Mathew is currently an Associate Professor and Head of the Department in the Computer Science and Engineering, Indian Institute of Technology Patna, India. He received the Masters in computer engineering from Nanyang Technological University, Singapore and the Ph.D. degree in computer engineering from the University of Bristol, Bristol, U.K. He has held positions with the Centre for Wireless Communications, National University of Singapore, Bell Laboratories Research Lucent Technologies North Ryde, Australia, Royal Institute of Technology KTH, Stockholm, Sweden and Department of Computer Science, University of Bristol, UK. He has published more than 100 articles in peer review journals and conferences. Also published multiple books and holds patents. His research interests include fault-tolerant computing, computer arithmetic, Machine Learning, and IoT Systems and cognitive radio systems.

Dr. Arka Prokash Mazumdar is currently working as an Assistant Professor at the Department of Computer Science and Engineering, Malaviya National Institute of Technology Jaipur, India. He received his B.E. from the University of Burdwan, Master's from National Institute of Technology Durgapur, and Ph.D. from Indian Institute of Technology Patna. His research interests include Wireless Communication.

Dr. Sudeshna Chakraborty is Professor at School of Computer Science & Engineering at Galgotias University, Greater Noida. She is an experienced academician with over 17 years of versatile experiences in the field of Computer Science in industry and academics . She is M.Tech & PhD in Computer Science & Engineering with Semantic Web Engineering. She has acquired several other awards for Research Excellence, Distinguished faculty, best Paper Presenter (IEI), Corona Warrior Teacher's award Niti Ayog, Reviewer's committee, Session Chairs, and others. she has published 50+ research papers, 12 patent in the field of Robotic, solar energy & sensors, chaired IEEE conference in Paris ICACCE 2018 & keynote Speaker Springer conference in Tunisia ICS2A & Track Chair Smart Tecnologies and Artificial Intelligence spain . She has been instrumental in various Industrial Interfacing for Academic and Research at her previous assignments at various organizations (Sharda University, Greater Noida, Manav Rachna University, Faridabad, Mumbai University, Lingaya's Vidyapeeth, Icfai National College & others). She is having 50+ publication in Scopus Indexed/SCI/High impact Journals and International Conferences and published 12 International Patents and 2 copyrights. Dr. Sudeshna is guiding various PhD students of various Universities . She has successfully guided 5 Ph.D, many PG and UG students, nevertheless she was contributory in various prestigious Accreditations like NAAC, NBA, QAA, WASC, UGC, IAU, IET and others. She is an active member of professional society like IEEE (USA), IEI and Academic Partner of Institute of Engineers & done projects with MITEty and other professional societies. She publishers and editorial board member and series Editor of many renowned Books & journal as AAP CRC, IJASRW, IJRPES, IJEMR & reviewer of several prestigious Journals/Transactions like IEEE Transactions and many SPRINGER/other Scopus indexed International Journals. Her research outlines emphasis on Semantic Web, Web Engineering and lexical Analyzer for language Synthesis.

桑吉塔·羅伊博士目前擔任印度旁遮普省帕提亞拉的塔帕爾工程技術學院計算機科學與工程系助理教授。她在以色列特拉維夫大學電機工程系進行了博士後研究（休假期間）。她獲得了西孟加拉技術大學的工學學士學位（B.Tech）和奧迪沙的卡林加工業技術學院的工學碩士學位（M.Tech）。她在印度理工學院帕特那獲得了博士學位。她的研究興趣包括計算機網絡、網絡安全、圖像處理和深度學習、物聯網（IoT）和區塊鏈（BlockChain）。

拉賈特·蘇布拉·查克拉博提博士目前是印度理工學院卡哈拉格普爾計算機科學與工程系的副教授。他在美國凱斯西儲大學獲得博士學位，並在賈達夫普爾大學獲得工學學士學位（B.E.）。他曾在國家半導體（印度班加羅爾）和超微半導體（AMD）（美國聖克拉拉）工作，擁有豐富的專業經驗。他的研究興趣包括硬體安全、VLSI設計和設計自動化、數位內容保護和數位圖像取證。他擁有2項美國專利，並共同撰寫了6本書籍、8個書章，以及超過120篇國際期刊和會議的出版物。他的研究工作至今獲得近6000次引用，他共同撰寫的一篇論文在IWDW'16研討會上獲得最佳論文獎。他曾獲得多項國內外著名獎項，如2018年印度理工學院卡哈拉格普爾傑出教學獎、2016年IEI青年工程師獎、2015年IBM共享大學研究（SUR）獎、2014年英國皇家工程院RECI獎學金和2012年IBM教學獎。他目前是IEEE TCAD期刊的副編輯。查克拉博提博士是IEEE的資深會員和ACM的資深會員。

吉姆森·馬修博士目前是印度理工學院帕特那計算機科學與工程系的副教授及系主任。他在新加坡南洋理工大學獲得計算機工程碩士學位，並在英國布里斯托大學獲得計算機工程博士學位。他曾在新加坡國立大學無線通信中心、貝爾實驗室（盧森特科技，澳大利亞北萊德）、瑞典皇家理工學院（KTH，斯德哥爾摩）和英國布里斯托大學計算機科學系任職。他在同行評審的期刊和會議上發表了超過100篇文章，還出版了多本書籍並持有專利。他的研究興趣包括容錯計算、計算機算術、機器學習和物聯網系統及認知無線電系統。

阿卡·普羅卡什·馬祖姆達博士目前擔任印度馬拉維亞國立技術學院斋浦尔計算機科學與工程系的助理教授。他在布爾德萬大學獲得工學學士學位，在杜爾卡普爾國立技術學院獲得碩士學位，並在印度理工學院帕特那獲得博士學位。他的研究興趣包括無線通信。

蘇德什納·查克拉博提博士是大諾伊達的加爾戈提亞大學計算機科學與工程學院的教授。她是一位經驗豐富的學者，在工業和學術界擁有超過17年的多元經驗。她擁有計算機科學與工程的碩士和博士學位，專注於語義網工程。她獲得了多項研究卓越獎、傑出教學獎、最佳論文報告者獎（IEI）、新冠戰士教師獎（Niti Ayog）、審稿委員會、會議主席等多項獎項。她已發表超過50篇研究論文，擁有12項專利，並在機器人、太陽能和傳感器領域發表了多篇文章，曾在2018年巴黎的IEEE會議擔任主席，並在突尼西亞的Springer會議擔任主題演講者及智能技術和人工智慧的會議主席。她在之前的多個機構（如沙達大學、大諾伊達、馬納夫·拉奇納大學、法里達巴德、孟買大學、林蓋亞斯維迪亞比特、Icfai國立學院等）中，對學術和研究的產業介接發揮了重要作用。她在Scopus索引/SCI/高影響力期刊和國際會議上發表了超過50篇文章，並出版了12項國際專利和2項版權。蘇德什納博士指導多所大學的多位博士生。她成功指導了5位博士生，還指導了許多碩士和學士生，並在NAAC、NBA、QAA、WASC、UGC、IAU、IET等多項著名認證中做出了貢獻。她是IEEE（美國）、IEI等專業社團的活躍成員，並與MITEty及其他專業社團合作進行項目。她是多本知名書籍和期刊的出版和編輯委員會成員及系列編輯，如AAP CRC、IJASRW、IJRPES、IJEMR，並擔任多個著名期刊/交易的審稿人，如IEEE Transactions及多個SPRINGER/其他Scopus索引的國際期刊。她的研究重點在於語義網、網頁工程和語言合成的詞法分析器。