Artificial Intelligence and Internet of Things based Augmented Trends for Data Driven Systems
暫譯: 基於人工智慧與物聯網的增強趨勢於數據驅動系統

這本書全面討論了雲端運算在基於人工智慧的數據驅動系統及大型數據驅動應用中的混合雲運算角色。它進一步探索了新的方法、範式和框架，以應對社會挑戰，並提供對數據的關鍵見解解決方案。文本提供了基於物聯網的框架和先進的計算技術，以處理在線/虛擬系統。

這本書：

- 涵蓋了異構環境中數據驅動系統的安全性、身份驗證和預測等方面。

- 提供結合物聯網、人工智慧和計算的數據驅動框架，以便為實時問題提供關鍵見解和決策支持。

- 展示了基於深度學習的計算機視覺算法，以增強基於數據中心方法的不同領域中的模式檢測。

- 檢視了物聯網和機器學習算法在數據驅動系統中的角色。

- 突顯了數據驅動系統和雲端運算在提升網絡性能方面的應用。

這本書主要為高年級本科生、研究生及來自電機工程、電子與通信工程及計算機科學工程等多個領域的學術研究者所撰寫。

Dr. Anshu Singla has a PhD in Computer Science and Engineering with 17 years of experience in research, training, and academics. Currently, she is a Professor with Chitkara University, Punjab, India. Her areas of expertise are Machine Learning, Soft Computing, Pattern Recognition, Image Processing, and Artificial Intelligence. She has 45 publications, including 13 SCI publications. She has been granted six patents and filed eight patents in the relevant field. She has guided four ME research scholars and five PhD scholars. Currently, she is supervising three PhD scholars in the areas of Emotion recognition, Color blindness, Object detection, Crop yield prediction, and Satellite imaging.

Dr. Sarvesh Tanwar is an Associate Professor at the Amity Institute of Information Technology (AIIT), Amity University, Noida. She is the head of AUN Blockchain & Data Security Research Lab. She completed her MTech (CSE) degree from MMU, Mullana and PhD (CSE) from Mody University, Laxmangarh, Rajasthan. She has more than 15 years of teaching and research experience. Her areas of research include Public Key Infrastructure (PKI), Cryptography, Blockchain, and Cyber Security. She has published more than 100 research papers in International Journals and Conferences. She is currently guiding six PhD scholars and has guided five MTech research scholars. She has filed 19 patents and two copyrights in the relevant field. She is a Senior Member of IEEE, Life Member of the Cryptology Research Society of India (CRSI), Indian Institute of Statistics, Kolkata, India, and member of the International Association of Computer Science and Information Technology (IACSIT), Singapore. She is a reviewer of the Journal of Cases on Information Technology (JCIT), IEEE Access, MDPI, Asian Research Journal of Mathematics, and Inderscience. She is a member of the editorial reviewer board of IJISP, IGI Global, USA. She is a member of the Editorial Board in the International Journal of Research in Science and Technology (IJRSTO), Ghaziabad, UP, Advances in Science, Technology and Engineering Systems Journal (ASTES), USA, and IAENG. She received the Teacher's Excellence Award for being the most committed, emerging leader, and collaborative in April 2019 (Chitkara University, Punjab).

Pao-Ann Hsiung earned a BS degree in Mathematics and a PhD degree in Electrical Engineering from the National Taiwan University, Taipei, Taiwan, ROC, in 1991 and 1996, respectively. From 1993 to 1996, he was a teaching assistant and system administrator in the Department of Mathematics, National Taiwan University. From 1996 to 2000, he was a postdoctoral researcher at the Institute of Information Science, Academia Sinica, Taipei, Taiwan, ROC. From February 2001 to July 2002, he was an assistant professor, and from August 2002 to July 2007, he was an associate professor in the Department of Computer Science and Information Engineering, National Chung Cheng University, Chiayi, Taiwan, ROC. Since August 2007, he has been a full professor. He was the division chief of Information Management at the Computer Center from May 2008 to July 2011. He was the department chair from August 2011 to January 2016. Then, he held the post of the Dean of International Affairs starting from February 2016 until now. Dr. Hsiung has published more than 260 papers in top international journals and conferences. He was the recipient of the 2001 ACM Taipei Chapter Kuo-Ting Li Young Researcher for his significant contributions to design automation of electronic systems. This award is given annually to only one person under the age of 36 who is conducting research in Taiwan. Dr. Hsiung was also a recipient of the 2004 Young Scholar Research Award given by National Chung Cheng University, which is given to five young faculty members per year. He was awarded the 2010 Outstanding Research Award by National Chung Cheng University (only three faculty members were awarded in 2010). He has been included in several professional listings such as Marquis' Who's Who in the World (starting from the 17th Millennium Edition, 2000), Marquis' Who's Who in Asia (starting from the 1st edition, 2007), Outstanding People of the 20th Century (2nd edition, 2000), 2000 Outstanding People of the 21st Century (1st edition, 2008), by International Biographical Centre, Cambridge, England, Rifacimento International's Admirable Asian Achievers (2006), Afro/ Asian Who's Who, Vol. I (2007), and Asia/Pacific Who's Who, Vol. VII, (2007), Who's Who in Formal Methods, ACM SIGDA's design automation professionals.

Dr. Anshu Singla 擁有計算機科學與工程的博士學位，並在研究、培訓和學術領域擁有 17 年的經驗。目前，她是印度旁遮普州 Chitkara 大學的教授。她的專業領域包括機器學習、軟計算、模式識別、影像處理和人工智慧。她發表了 45 篇論文，其中包括 13 篇 SCI 論文。她已獲得六項專利並在相關領域申請了八項專利。她指導過四名碩士研究生和五名博士研究生。目前，她正在指導三名博士研究生，研究主題包括情感識別、色盲、物體檢測、作物產量預測和衛星影像。

Dr. Sarvesh Tanwar 是印度諾伊達 Amity 大學資訊技術學院 (AIIT) 的副教授。她是 AUN 區塊鏈與數據安全研究實驗室的負責人。她在 MMU, Mullana 獲得計算機科學與工程碩士學位，並在拉賈斯坦邦的 Mody 大學獲得計算機科學與工程博士學位。她擁有超過 15 年的教學和研究經驗。她的研究領域包括公鑰基礎設施 (PKI)、密碼學、區塊鏈和網絡安全。她在國際期刊和會議上發表了超過 100 篇研究論文。她目前指導六名博士研究生，並曾指導五名碩士研究生。她在相關領域申請了 19 項專利和兩項著作權。她是 IEEE 的資深會員、印度密碼學研究學會 (CRSI) 的終身會員、印度加爾各答統計學會的會員，以及新加坡計算機科學與資訊技術國際協會 (IACSIT) 的會員。她是 Journal of Cases on Information Technology (JCIT)、IEEE Access、MDPI、Asian Research Journal of Mathematics 和 Inderscience 的審稿人。她是 IJISP、IGI Global, USA 的編輯審稿委員會成員。她也是 International Journal of Research in Science and Technology (IJRSTO)、Advances in Science, Technology and Engineering Systems Journal (ASTES) 和 IAENG 的編輯委員會成員。她於 2019 年 4 月獲得教師卓越獎，以表彰她的承諾、成為新興領導者和合作精神（Chitkara 大學，旁遮普）。

Pao-Ann Hsiung 於 1991 年和 1996 年分別在國立台灣大學獲得數學學士學位和電機工程博士學位。從 1993 年到 1996 年，他在國立台灣大學數學系擔任教學助理和系統管理員。從 1996 年到 2000 年，他在國家實驗研究院資訊科學研究所擔任博士後研究員。從 2001 年 2 月到 2002 年 7 月，他在國立中正大學計算機科學與資訊工程系擔任助理教授，從 2002 年 8 月到 2007 年 7 月擔任副教授。自 2007 年 8 月以來，他已晉升為正教授。他於 2008 年 5 月至 2011 年 7 月擔任計算機中心資訊管理部門的部門主管，並於 2011 年 8 月至 2016 年 1 月擔任系主任。隨後，他自 2016 年 2 月起擔任國際事務處處長至今。Dr. Hsiung 在頂尖國際期刊和會議上發表了超過 260 篇論文。他因在電子系統設計自動化方面的重大貢獻而獲得 2001 年 ACM 台北分會郭廷李青年研究者獎。該獎項每年僅頒發給一位在台灣進行研究且年齡不超過 36 歲的人。Dr. Hsiung 也曾獲得 2004 年國立中正大學青年學者研究獎，該獎項每年頒發給五名年輕教職員。他於 2010 年獲得國立中正大學的傑出研究獎（2010 年僅有三名教職員獲獎）。他被多個專業名單收錄，如 Marquis' Who's Who in the World（自 2000 年第 17 毫米版起）、Marquis' Who's Who in Asia（自 2007 年第 1 版起）、Outstanding People of the 20th Century（第 2 版，2000 年）、2000 Outstanding People of the 21st Century（第 1 版，2008 年），由英國劍橋的國際傳記中心、Rifacimento International 的 Admirable Asian Achievers（2006 年）、Afro/Asian Who's Who, Vol. I（2007 年）和 Asia/Pacific Who's Who, Vol. VII（2007 年）、Who’s Who in Formal Methods、ACM SIGDA 的設計自動化專業人士。