Artificial Intelligence for Intelligent Systems: Fundamentals, Challenges, and Applications
暫譯: 智能系統的人工智慧：基礎、挑戰與應用

本書的目的是突顯最具潛力的研究方向，利用基於人工智慧/機器學習（AI/ML）技術的新型啟用技術和方法來解決與智能計算系統相關的問題和挑戰。智能計算透過物聯網（IoT）基礎的無線網絡、數位醫療、交通運輸、區塊鏈、5.0產業和深度學習等智能技術應用輕鬆收集數據，以便做出更好的決策。基於AI的網絡將被整合進智能城市的概念中，以實現互聯互通。無線網絡將扮演重要角色。計算智能的數位時代將改變人類的動態和生活方式。未來的網絡將在AI技術的幫助下引入，以在現實應用中實現認知。網絡中的網路攻擊對編碼信息構成威脅。因此，需要設計AI入侵檢測系統（Intrusion Detection Systems, IDS）來識別不必要的數據流量。

本書：
- 提供對未來智能城市中基於人工智慧的應用的更好理解
- 詳細介紹智能技術的人工智慧工具
- 展示利用人工智慧獲得最佳解決方案的智能計算技術
- 討論使用人工智慧的節能路由協議，適用於飛行自組網（Flying ad-hoc networks, FANETs）
- 涵蓋基於機器學習的智能電網入侵檢測系統（IDS）

本書主要為電機工程、電子與通信工程及計算機工程領域的高年級本科生、研究生及學術研究人員所撰寫。

Dr. Inam Ullah Khan is the Founder of Internet of Flying Vehicles-Lab at AI-EYS. Recently, he is working as Global Mentor/ Guest Lecturer at Impact Xcelerator, IE School of Science and Technology, Madrid, Spain. Previously, he was working as visiting researcher at King's College London, United Kingdom. Also, he was faculty member at different universities in Pakistan which include Center for Emerging Sciences Engineering & Technology (CESET), Islamabad, Abdul Wali Khan University, Garden Campus, Timergara Campus, University of Swat & Shaheed Zulfikar Ali Bhutto Institute of Science and Technology (SZABIST), Islamabad Campus. He completed his Ph.D. in Electronics Engineering from Department of Electronic Engineering, Isra University, Islamabad Campus, School of Engineering & Applied Sciences (SEAS). Also, he did his M.S. degree in Electronic Engineering at Department of Electronic Engineering, Isra University, Islamabad Campus, School of Engineering & Applied Sciences (SEAS). He had done undergraduate degree in Bachelor of Computer Science from Abdul Wali Khan University Mardan, Pakistan. He authored/coauthored more than 50 research articles in reputable journals, conferences and book chapters. His research interest includes Network System Security, Intrusion Detection, Intrusion Prevention, cryptography, Optimization techniques, WSN, IoT, Mobile Ad Hoc Networks (MANETS), Flying Ad Hoc Networks, and Machine Learning. He served in many international conferences as Session Chair/ Technical program committee member. Also, he served as Guest Editor with many prestigious international journals. Apart from that he is General Chair at International Conference on Trends and Innovations in Smart Technologies (ICTIST'22), virtually from London, United Kingdom. In addition, he also served as editor of several books. More interestingly, he was invited as technology expert many times on Pakistan National Television and other media outlets.

Dr. Mariya Ouaissa is currently a Professor in Cybersecurity and Networks at Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco. She is a Ph.D. graduated in 2019 in Computer Science and Networks, at the Laboratory of Modelisation of Mathematics and Computer Science from ENSAM-Moulay Ismail University, Meknes, Morocco. She is a Networks and Telecoms Engineer, graduated in 2013 from National School of Applied Sciences Khouribga, Morocco. She is a Co-Founder and IT Consultant at IT Support and Consulting Center. She was working for School of Technology of Meknes Morocco as a Visiting Professor from 2013 to 2021. She is member of the International Association of Engineers and International Association of Online Engineering, and since 2021, she is an "ACM Professional Member". She is Expert Reviewer with Academic Exchange Information Centre (AEIC) and Brand Ambassador with Bentham Science. She has served and continues to serve on technical program and organizer committees of several conferences and events and has organized many Symposiums/Workshops/Conferences as a General Chair also as a reviewer of numerous international journals. Dr. Ouaissa has made contributions in the fields of information security and privacy, Internet of Things security, and wireless and constrained networks security. Her main research topics are IoT, M2M, D2D, WSN, Cellular Networks, and Vehicular Networks. She has published over 40 papers (book chapters, international journals, and conferences/workshops), 12 edited books, and 8 special issues as guest editor.

Dr. Mariyam Ouaissa is currently an Assistant Professor in Networks and Systems at ENSA, Chouaib Doukkali University, El Jadida, Morocco. She received her Ph.D. degree in 2019 from National Graduate School of Arts and Crafts, Meknes, Morocco, and her Engineering Degree in 2013 from the National School of Applied Sciences, Khouribga, Morocco. She is a communication and networking researcher and practitioner with industry and academic experience. Dr Ouaissa's research is multidisciplinary that focuses on Internet of Things, M2M, WSN, vehicular communications and cellular networks, security networks, congestion overload problem and the resource allocation management and access control. She is serving as a reviewer for international journals and conferences including as IEEE Access, Wireless Communications and Mobile Computing. Since 2020, she is a member of "International Association of Engineers IAENG" and "International Association of Online Engineering", and since 2021, she is an "ACM Professional Member". She has published more than 30 research papers (this includes book chapters, peer-reviewed journal articles, and peer-reviewed conference manuscripts), 10 edited books, and 6 special issues as guest editor. She has served on Program Committees and Organizing Committees of several conferences and events and has organized many Symposiums / Workshops / Conferences as a General Chair.

Dr. Muhammad Fayaz is an Assistant Professor of Computer Science at UCA's School of Arts and Sciences. Before joining UCA, he worked as a Visiting Lecturer and Teaching Assistant at the University of Malakand in Chakdara (Pakistan) for two years. Throughout his academic career, he has published over 100 research papers in the reputed Web of Science and Scopus indexed international journals and conferences. His research interests include combinatorial optimisation problems, machine learning, image processing, Internet of Things (IoT), fuzzy inference systems, and other related areas. He earned his PhD in Computer Engineering from Jeju National University (JNU) in Jeju, South Korea in 2019. During his studies, he worked at a Mobile Computing Lab at JNU. His responsibilities included preparing project proposals, designing IoT-based smart solutions, the application and implementation of artificial intelligence algorithms, and writing project reports. During his stay in South Korea, he also worked on several projects on the Underground System and the SAR-based Big Data Classification and Analysis of Disaster/Damage type, funded by the Electronics and Telecommunication Research Institute, and Korean Aerospace Research Institute, respectively.

Dr. Rehmat Ullah earned his Ph.D. degree in electronics and computer engineering from Hongik University, South Korea. He currently works as an assistant professor at the school of technologies, Cardiff Metropolitan University, UK. Previously, he worked as a research fellow (post-doctorate) at the University of St Andrews, UK, Queen's University Belfast, UK, and as an assistant professor at Gachon University, South Korea. Dr. Rehmat has been a member of the technical program committees of several flagship conferences such as ACM ICN, ACM IMC, ACM MobiHoc, IEEE VTC, IEEE ICC, and he is an invited reviewer for numerous high-impact journals such as IEEE/ELSEVIER/ACM/WILEY. His work has appeared in more than 45 research papers in peer reviewed conferences and top journals such as IEEE Communications Magazine, IEEE Internet of Things journal, IEEE Transactions on Network Science and Engineering, IEEE Wireless Communications Magazine, Journal of Network and Computer Applications, and Future Generation Computer Systems. He currently holds four patents, and two US patents are under review. His research focuses on the broader areas of network and distributed systems particularly the development of architectures, algorithms, and protocols for emerging paradigms, such as edge computing, Internet of Things, information centric networking, and 5G evolution and beyond with a recent focus on federated learning for edge computing systems. This includes the design, measurement studies, prototyping, testbed development, and performance evaluations.

Dr. Inam Ullah Khan 是 AI-EYS 的飛行車輛互聯網實驗室創始人。最近，他在西班牙馬德里的 IE 科學與技術學院擔任全球導師/客座講師。之前，他曾在英國倫敦國王學院擔任訪問研究員。此外，他曾在巴基斯坦的多所大學任教，包括伊斯蘭堡的新興科學工程與技術中心 (CESET)、阿卜杜勒·瓦利·汗大學、蒂梅爾加拉校區、斯瓦特大學及伊斯蘭堡校區的沙希德·祖爾菲卡爾·阿里·布托科學與技術學院 (SZABIST)。他在伊斯蘭堡校區的以色拉大學電子工程系獲得電子工程博士學位，並在同一系所獲得電子工程碩士學位。他在巴基斯坦的阿卜杜勒·瓦利·汗大學馬爾丹校區獲得計算機科學學士學位。他在知名期刊、會議和書籍章節中發表了超過 50 篇研究文章。他的研究興趣包括網絡系統安全、入侵檢測、入侵防護、密碼學、優化技術、無線傳感器網絡 (WSN)、物聯網 (IoT)、移動自組網 (MANETS)、飛行自組網及機器學習。他曾在多個國際會議中擔任會議主席/技術程序委員會成員，並擔任多本國際期刊的客座編輯。此外，他還擔任國際智能技術趨勢與創新會議 (ICTIST'22) 的總主席，會議以虛擬方式在英國倫敦舉行。此外，他還擔任多本書籍的編輯。更有趣的是，他多次受邀作為技術專家在巴基斯坦國家電視台及其他媒體上發言。

Dr. Mariya Ouaissa 目前是摩洛哥馬拉喀什卡迪·阿亞德大學科學學院的網絡與網絡安全教授。她於 2019 年在摩洛哥梅克內斯的 ENSAM-穆萊·伊斯梅爾大學的數學與計算機科學建模實驗室獲得計算機科學與網絡的博士學位。她於 2013 年從摩洛哥庫里布加國立應用科學學校畢業，成為網絡與電信工程師。她是 IT 支援與諮詢中心的共同創始人及 IT 顧問。她曾於 2013 年至 2021 年在摩洛哥梅克內斯技術學校擔任訪問教授。她是國際工程師協會及國際在線工程協會的成員，自 2021 年起成為「ACM 專業會員」。她是學術交流資訊中心 (AEIC) 的專家審稿人，並擔任 Bentham Science 的品牌大使。她曾在多個會議和活動的技術程序及組織委員會中服務，並作為總主席組織了許多研討會/工作坊/會議，同時也是多本國際期刊的審稿人。Dr. Ouaissa 在資訊安全與隱私、物聯網安全以及無線和受限網絡安全領域做出了貢獻。她的主要研究主題包括物聯網 (IoT)、機器對機器 (M2M)、設備對設備 (D2D)、無線傳感器網絡 (WSN)、蜂窩網絡及車輛網絡。她已發表超過 40 篇論文（書籍章節、國際期刊及會議/工作坊），編輯了 12 本書籍，並作為客座編輯發表了 8 個特刊。

Dr. Mariyam Ouaissa 目前是摩洛哥埃爾哈迪達的 Chouaib Doukkali 大學 ENSA 的網絡與系統助理教授。她於 2019 年在摩洛哥梅克內斯的國立工藝與技術研究生院獲得博士學位，並於 2013 年在摩洛哥庫里布加國立應用科學學校獲得工程學位。她是一名通信與網絡研究者，擁有行業和學術經驗。Dr. Ouaissa 的研究是多學科的，專注於物聯網 (IoT)、M2M、無線傳感器網絡 (WSN)、車輛通信和蜂窩網絡、安全網絡、擁塞過載問題以及資源分配管理和訪問控制。她擔任多個國際期刊和會議的審稿人，包括 IEEE Access、Wireless Communications 和 Mobile Computing。自 2020 年起，她是「國際工程師協會 IAENG」和「國際在線工程協會」的成員，自 2021 年起成為「ACM 專業會員」。她已發表超過 30 篇研究論文（包括書籍章節、同行評審的期刊文章和會議論文），編輯了 10 本書籍，並作為客座編輯發表了 6 個特刊。她曾在多個會議和活動的程序委員會和組織委員會中服務，並作為總主席組織了許多研討會/工作坊/會議。

Dr. Muhammad Fayaz 是 UCA 藝術與科學學院的計算機科學助理教授。在加入 UCA 之前，他在巴基斯坦查克達拉的馬拉坎德大學擔任訪問講師和教學助理兩年。在他的學術生涯中，他在知名的 Web of Science 和 Scopus 索引的國際期刊和會議上發表了超過 100 篇研究論文。他的研究興趣包括組合優化問題、機器學習、圖像處理、物聯網 (IoT)、模糊推理系統及其他相關領域。他於 2019 年在韓國濟州國立大學 (JNU) 獲得計算機工程博士學位。在學習期間，他在 JNU 的移動計算實驗室工作，負責準備項目提案、設計基於物聯網的智能解決方案、應用和實施人工智能算法以及撰寫項目報告。在韓國期間，他還參與了多個地下系統及基於 SAR 的災害/損壞類型大數據分類與分析項目的研究，這些項目分別由電子與電信研究所和韓國航空航天研究所資助。

Dr. Rehmat Ullah 獲得韓國弘益大學電子與計算機工程博士學位。現在，他在英國卡迪夫城市大學的技術學院擔任助理教授。之前，他曾在英國聖安德魯斯大學、貝爾法斯特女王大學擔任研究員（博士後），並在韓國加州大學擔任助理教授。Dr. Rehmat 曾是多個重要會議的技術程序委員會成員，如 ACM ICN、ACM IMC、ACM MobiHoc、IEEE VTC、IEEE ICC，並且是多本高影響力期刊的邀請審稿人，如 IEEE/ELSEVIER/ACM/WILEY。他的研究成果已在超過 45 篇同行評審的會議和頂級期刊上發表，包括 IEEE Communications Magazine、IEEE Internet of Things Journal、IEEE Transactions on Network Science and Engineering、IEEE Wireless Communications Magazine、Journal of Network and Computer Applications 及 Future Generation Computer Systems。他目前擁有四項專利，兩項美國專利正在審核中。他的研究專注於網絡和分佈式系統的廣泛領域，特別是針對新興範式（如邊緣計算、物聯網、信息中心網絡及 5G 演進及其後續發展）的架構、算法和協議的開發，最近專注於邊緣計算系統的聯邦學習，包括設計、測量研究、原型開發、測試平台開發及性能評估。