Smart Applications of Artificial Intelligence and Big Data
暫譯: 人工智慧與 Big Data 的智慧應用

《人工智慧與大數據的智慧應用》涵蓋與 AI 和大數據相關的廣泛主題，包括機器學習、深度學習、自然語言處理、電腦視覺、資料分析與資料探勘。本書著重於整合這些技術以打造智慧型應用，例如智慧交通系統、智慧醫療、智慧城市與智慧電網。

本書共分為 21 章，每章皆提供與研究、實務範例及案例研究相關的技術細節，協助讀者了解 AI 與大數據技術在真實世界中的應用。本書也介紹 AI 與大數據領域的前沿研究，包括新穎的演算法、工具與技術，並探討運用 AI 與大數據開發智慧型應用時所面臨的挑戰與機會，同時針對負責任且透明的 AI 系統開發提出建議。對於希望掌握 AI 與大數據最新進展，以及了解如何運用這些技術解決真實世界問題的研究人員與專業人士而言，本書是極具價值的參考資源。

Dr. Salwa Belaqziz is a full Professor in Computer Science at the Faculty of Sciences, Ibn Zohr University in Agadir and an affiliate professor at the Center for Remote Sensing Applications of the Mohammed VI Polytechnic University. She received her PhD degree in Computer Science from Cadi Ayyad University of Marrakech in 2014, which focused on the development of a decision support approach for gravity irrigation systems management, based on the combination of multi-agent modeling, remote sensing and optimization by evolutionary algorithms. Salwa Belaqziz has worked at the National Institute of Agricultural Research in Toulouse as postdoctoral researcher, where she participated in the development of an agent-based modeling and simulation platform to assess the environmental, economic and social impacts of various management strategies and policies regarding the management and uses of water resources. Her main research interests include irrigation scheduling, smart farming and decision support systems development, based on approaches combining artificial intelligence, big data, data science, agent-based modeling, physics-based modeling, remote sensing, IoT and optimization algorithms for integrated water resources management. Salwa Belaqziz co-supervises four PhD students and participates in national and international research projects (ASSIWAT, MorSnow, GeanTech, PRIMA, ...). She has published papers in international peer-reviewed journals and participated in several international conferences.
Dr. Salma El Hajjami is an Assistant Professor and Researcher at Faculty of science, Ibn Zohr University, Agadir, Morocco since 2021. She is a Ph.D, graduated in 2021 in Computer Science, at the Laboratory of Artificial Intelligence, Data Science and Emerging Systems from ENSA, Sidi Mohammed Ben Abdellah University, Fez, Morocco. She is a Computer Science Engineer, graduated in 2015 from National School of Applied Sciences Fez, Morocco. She has previous expertise acting in Ministry of interior Morocco as Research and Development Engineer from 2017 to 2021. She is member of International Association of Engineers (IAENG) and International Association of Online Engineering. Dr. Salma has made contributions in the fields of Social Big Data, Semantics Analytics, Anomaly Detection, and Imbalanced Big Data published at international conferences and journals. Her main research topics are Machine Learning, Deep Learning, Imbalanced Big Data, Data Science and Blockchain. She has served and continues to serve on technical program and organizer committees of several conferences also as a reviewer of numerous international journals.
Dr. Redouan Lahmyed received the Ph.D. degree in computer science from the Faculty of Science, University Ibn Zohr, Agadir, Morocco in 2019. He also received his master's degree in Computer Science (M.Sc) from the Department of Studies in Computer Science at The University of Mysore, Karnataka, India. His research interests include image processing and computer vision. Apart from his experience with teaching and working with researchers from different countries, he published and served as a reviewer at numerous international conferences and journals.
Dr. Hicham Amellal is an Assistant Professor, Department of Computer Science Faculty of Sciences Ibn Zohr University. He holds a doctorate in information security from Mohamed V University, Faculty of Sciences Rabat-Morocco, and computer engineer, laureate of Kazan State Technological University, Russian Federation. Prof Amellal has different experiences in different regions and in various higher educational institutions with diverse academic configurations and in different level such as: International academy Mohammad VI of civil aviation, national school of applied sciences al Hoceima, Faculty of sciences Agdal and Faculty of Science and Technology al Hoceima. Prof Amellal is member of the workshop organizing committee: Cyber Crime and Quantum Information, 18 to 19 Oct 2016, Rabat VSST Association Chapter Morocco, and Quantum Africa C Advances in Quantum Sciences, Faculty of Sciences, 22 to 26 Sept 2014, Rabat. His research interests include IT security, Quantum cryptography, Post quantum cryptography and Quantum Algorithms.
Information Classification: General
Dr. Koutti Lahcen is a Professor at the Department of Computer Science within the Faculty of Science at Ibn Zohr University in Agadir, Morocco. He obtained his Ph.D. in computational physics from University Paul Verlaine in France in 1999 and his Habilitation degree from Ibn Zohr University in 2010. Prior to his academic career, Dr. Lahcen worked as a software engineer at the multinational company "ALDATA". His research interests revolve around Artificial Intelligence, Computer Vision, Medical Imaging, and Feature Extraction. Dr. Lahcen is a member of the Computer Systems and Vision Laboratory and has an h-index of 7, having co-authored 48 publications that have received 237 citations. Additionally, he currently manages the AL KHAWARZIMI project (2020/20).
Dr. Abdellah Boulouz is a university professor in the IT department at the Faculty of Sciences, University Ibn Zohr in Agadir. He holds a PhD in Microelectronics, Microsensors, and Systems, which he obtained from the University of Montpellier 2, IES (Institut d'Électronique et des Systèmes). He also has a Master's degree in Computer Engineering and Open Systems/Computer Networks (MSIO) from Ecole Centrale Paris (ECP France) and a "Diplôme des Études Approfondies" in Instrumentation Sciences and Physics from the University of Reims Champagne-Ardenne. He worked as a researcher (Postdoctoral position) at the École Polytechnique Fédérale EPFL in Lausanne, Switzerland, and the Leibniz-Institut für Festkörper und Werkstoffforschung, IFW Dresden, Germany. He is also the president and founder of the association Sciences Pour Tous (https: //spt.ma) and has several publications in specialized journals and international conferences with peer review.
Dr. Inam Ullah Khan is visiting researcher at king's College London, Uk. 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. Apart from that his Master's thesis is published as a book on topic "Route Optimization with Ant Colony Optimization (ACO)" in Germany which is available on Amazon. More interestingly, he use to teach subjects like computer network security, artificial intelligence, evolutionary computing, professional practice, software engineering, data communication & networks, data base, cyber security, visual programming and introduction to programming. He authored/coauthored more than 30 research articles in reputable journals, conferences and book chapters.

Salwa Belaqziz 博士是 Ibn Zohr University（阿加迪爾）理學院的電腦科學正教授，也是 Mohammed VI Polytechnic University 遙測應用中心的兼任教授。她於 2014 年取得 Cadi Ayyad University of Marrakech 的電腦科學博士學位，研究重點是開發重力灌溉系統管理的決策支援方法，結合多代理人建模、遙測技術，以及基於演化演算法的最佳化技術。Salwa Belaqziz 曾於 Toulouse 的 National Institute of Agricultural Research 擔任博士後研究員，參與開發以代理人為基礎的建模與模擬平台，用於評估各種水資源管理與使用策略及政策所帶來的環境、經濟與社會影響。她的主要研究興趣包括灌溉排程、智慧農業，以及決策支援系統開發；研究方法結合人工智慧（Artificial Intelligence）、大數據（Big Data）、資料科學（Data Science）、以代理人為基礎的建模（Agent-Based Modeling）、基於物理的建模（Physics-Based Modeling）、遙測技術、IoT，以及用於整合式水資源管理的最佳化演算法。Salwa Belaqziz 共同指導四名博士生，並參與多項國內外研究計畫（ASSIWAT、MorSnow、GeanTech、PRIMA 等）。她曾在國際同儕審查期刊發表論文，並參與多場國際會議。

Salma El Hajjami 博士自 2021 年起擔任摩洛哥阿加迪爾 Ibn Zohr University 理學院的助理教授與研究員。她於 2021 年取得摩洛哥非斯 Sidi Mohammed Ben Abdellah University ENSA 人工智慧、資料科學與新興系統實驗室的電腦科學博士學位。她也是一名電腦科學工程師，於 2015 年畢業於摩洛哥非斯 National School of Applied Sciences。此前，她曾於 2017 至 2021 年間在摩洛哥內政部擔任研發工程師。她是 International Association of Engineers（IAENG）與 International Association of Online Engineering 的會員。Salma 博士在社群大數據（Social Big Data）、語意分析（Semantics Analytics）、異常偵測（Anomaly Detection）與不平衡大數據（Imbalanced Big Data）領域有所貢獻，相關成果發表於國際會議與期刊。她的主要研究主題包括 Machine Learning、Deep Learning、不平衡大數據、Data Science 與 Blockchain。她曾並持續擔任多場會議的技術議程委員會與組織委員會成員，同時也是多本國際期刊的審稿人。

Redouan Lahmyed 博士於 2019 年取得摩洛哥阿加迪爾 Ibn Zohr University 理學院的電腦科學博士學位。他也取得印度卡納塔卡邦 University of Mysore 電腦科學研究系統的電腦科學碩士學位（M.Sc.）。他的研究興趣包括影像處理與電腦視覺。除了具備教學經驗，並曾與來自不同國家的研究人員合作之外，他也曾在多場國際會議與期刊發表論文並擔任審稿人。

Hicham Amellal 博士是 Ibn Zohr University 理學院電腦科學系的助理教授。他取得摩洛哥拉巴特 Mohamed V University 理學院的資訊安全博士學位，並是俄羅斯聯邦 Kazan State Technological University 的電腦工程學士。Amellal 教授曾在不同地區及各種高等教育機構任職，這些機構具有多元的學術配置，涵蓋不同教育層級，包括 International Academy Mohammad VI of Civil Aviation、National School of Applied Sciences Al Hoceima、Faculty of Sciences Agdal，以及 Faculty of Science and Technology Al Hoceima。Amellal 教授曾擔任下列工作坊組織委員會成員：「Cyber Crime and Quantum Information」，2016 年 10 月 18 至 19 日，Rabat VSST Association Chapter Morocco；以及「Quantum Africa C Advances in Quantum Sciences」，2014 年 9 月 22 至 26 日，Rabat 理學院。他的研究興趣包括 IT 安全、量子密碼學、後量子密碼學與量子演算法。

資訊分類：一般

Koutti Lahcen 博士是摩洛哥阿加迪爾 Ibn Zohr University 理學院電腦科學系的教授。他於 1999 年在法國 University Paul Verlaine 取得計算物理博士學位，並於 2010 年取得 Ibn Zohr University 的大學資格認證學位（Habilitation）。在投入學術工作之前，Lahcen 博士曾任職於跨國公司 ALDATA，擔任軟體工程師。他的研究興趣涵蓋人工智慧、電腦視覺、醫學影像與特徵擷取。Lahcen 博士是 Computer Systems and Vision Laboratory 的成員，h-index 為 7；他共同撰寫了 48 篇出版品，累計獲得 237 次引用。此外，他目前負責 AL KHAWARZIMI project（2020/20）。

Abdellah Boulouz 博士是 Ibn Zohr University 阿加迪爾校區理學院資訊科技系的大学教授。他取得 Microelectronics、Microsensors and Systems 博士學位，該學位由 University of Montpellier 2 的 IES（Institut d'Électronique et des Systèmes）授予。他也取得 Ecole Centrale Paris（ECP France）的電腦工程與開放系統／電腦網路碩士學位（MSIO），以及 University of Reims Champagne-Ardenne 的儀器科學與物理「深入研究文憑」（Diplôme des Études Approfondies）。他曾在瑞士洛桑的 École Polytechnique Fédérale EPFL，以及德國德勒斯登的 Leibniz-Institut für Festkörper und Werkstoffforschung（IFW Dresden）擔任研究員（博士後職位）。此外，他也是 Sciences Pour Tous 協會的會長與創辦人，並在專業期刊及經國際同儕審查的國際會議中發表多篇論文。

Inam Ullah Khan 博士是英國 London 的 King’s College London 訪問研究員。他也曾任職於巴基斯坦多所大學，包括 Center for Emerging Sciences Engineering & Technology（CESET，Islamabad）、Abdul Wali Khan University、Garden Campus、Timergara Campus、University of Swat，以及 Shaheed Zulfikar Ali Bhutto Institute of Science and Technology（SZABIST）Islamabad Campus。他在 Isra University Islamabad Campus 的 Electronic Engineering Department、School of Engineering & Applied Sciences（SEAS）取得電子工程博士學位。此外，他也在同一所大學的 Electronic Engineering Department、School of Engineering & Applied Sciences（SEAS）取得電子工程碩士學位。他於巴基斯坦 Mardan 的 Abdul Wali Khan University 取得電腦科學學士學位。

除此之外，他的碩士論文以《Route Optimization with Ant Colony Optimization（ACO）》為主題，在德國出版成書，並可於 Amazon 購得。他曾教授電腦網路安全、人工智慧、演化計算、專業實務、軟體工程、資料通訊與網路、資料庫、網路安全、視覺化程式設計，以及程式設計導論等課程。他在知名期刊、會議與書籍章節中發表或共同發表超過 30 篇研究論文。