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

《人工智慧與大數據的智慧應用》涵蓋了與人工智慧（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、計算機視覺、數據分析和數據挖掘。該書專注於這些技術的整合，以創造智慧應用，例如智能交通系統、智慧醫療、智慧城市和智慧電網。書中共包含二十一章，每章提供研究的技術細節、實際範例和案例研究，幫助讀者理解人工智慧和大數據技術在現實世界中的應用。該書還突顯了人工智慧和大數據的前沿研究，包括新穎的演算法、工具和技術。它討論了使用人工智慧和大數據開發智慧應用的挑戰與機會，並提供了對於負責任和透明的基於AI系統的開發建議。因此，這本書對於希望跟上人工智慧和大數據最新進展的研究人員和專業人士來說，是一個寶貴的資源，並且探討了如何應用這些技術來解決現實世界的挑戰。

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.

**Dr. Salwa Belaqziz** 是阿加迪爾伊本祖赫大學科學院的計算機科學全職教授，同時也是穆罕默德六世理工大學遙感應用中心的兼任教授。她於2014年在馬拉喀什的卡迪阿亞德大學獲得計算機科學博士學位，研究重點是基於多代理建模、遙感和進化算法優化的重力灌溉系統管理決策支持方法的開發。Salwa Belaqziz曾在圖盧茲的國家農業研究所擔任博士後研究員，參與開發一個基於代理的建模和模擬平台，以評估各種管理策略和政策對水資源管理和使用的環境、經濟和社會影響。她的主要研究興趣包括灌溉排程、智慧農業和基於人工智慧、大數據、數據科學、基於代理的建模、基於物理的建模、遙感、物聯網和優化算法的決策支持系統開發，以實現綜合水資源管理。Salwa Belaqziz共同指導四名博士生，並參與國內外研究項目（ASSIWAT、MorSnow、GeanTech、PRIMA等）。她在國際同行評審期刊上發表了多篇論文，並參加了多個國際會議。

**Dr. Salma El Hajjami** 自2021年以來擔任阿加迪爾伊本祖赫大學科學院的助理教授和研究員。她於2021年在摩洛哥菲斯的西迪穆罕默德本阿卜杜拉大學人工智慧、數據科學和新興系統實驗室獲得計算機科學博士學位。她於2015年在摩洛哥菲斯的國立應用科學學校獲得計算機科學工程學位。她曾在摩洛哥內政部擔任研究與開發工程師，任職時間為2017年至2021年。她是國際工程師協會（IAENG）和國際在線工程協會的成員。Dr. Salma在社會大數據、語義分析、異常檢測和不平衡大數據等領域做出了貢獻，並在國際會議和期刊上發表。她的主要研究主題包括機器學習、深度學習、不平衡大數據、數據科學和區塊鏈。她曾擔任多個會議的技術程序和組織委員會成員，並持續擔任多個國際期刊的審稿人。

**Dr. Redouan Lahmyed** 於2019年在摩洛哥阿加迪爾伊本祖赫大學科學院獲得計算機科學博士學位。他還在印度卡納塔克邦的邁索爾大學計算機科學系獲得計算機科學碩士學位（M.Sc）。他的研究興趣包括圖像處理和計算機視覺。除了教學和與來自不同國家的研究人員合作的經驗外，他還在多個國際會議和期刊上發表並擔任審稿人。

**Dr. Hicham Amellal** 是阿加迪爾伊本祖赫大學科學院計算機科學系的助理教授。他擁有摩洛哥拉巴特穆罕默德五世大學科學院的信息安全博士學位，並且是俄羅斯聯邦喀山國立技術大學的計算機工程畢業生。Amellal教授在不同地區和各種高等教育機構擁有不同的經驗，這些機構具有多樣的學術配置和不同的層次，例如：摩洛哥民航國際學院、阿爾霍塞伊瑪國立應用科學學校、阿格達爾科學院和阿爾霍塞伊瑪科學與技術學院。Amellal教授是2016年10月18日至19日在拉巴特舉辦的「網絡犯罪與量子信息」研討會的組織委員會成員，以及2014年9月22日至26日在拉巴特舉辦的「量子非洲C量子科學進展」的組織委員會成員。他的研究興趣包括IT安全、量子密碼學、後量子密碼學和量子算法。

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**Dr. Koutti Lahcen** 是摩洛哥阿加迪爾伊本祖赫大學科學院計算機科學系的教授。他於1999年在法國保羅·維爾倫大學獲得計算物理博士學位，並於2010年在伊本祖赫大學獲得資格認證學位。在學術生涯之前，Lahcen博士曾在跨國公司「ALDATA」擔任軟體工程師。他的研究興趣圍繞人工智慧、計算機視覺、醫學影像和特徵提取。Lahcen博士是計算機系統與視覺實驗室的成員，擁有7的h指數，並共同發表了48篇被引用237次的出版物。此外，他目前負責AL KHAWARZIMI項目（2020/20）。

**Dr. Abdellah Boulouz** 是摩洛哥阿加迪爾伊本祖赫大學科學院IT系的教授。他擁有微電子學、微傳感器和系統的博士學位，該學位來自蒙彼利埃2大學IES（電子與系統研究所）。他還擁有巴黎中央學校（ECP法國）的計算機工程和開放系統/計算機網絡碩士學位（MSIO），以及香檳阿登大學的儀器科學和物理的深造文憑。他曾在瑞士洛桑的聯邦理工學院EPFL和德國德累斯頓的萊布尼茨固體和材料研究所擔任研究員（博士後職位）。他還是「科學為所有人」協會的創始人和會長，並在專業期刊和國際會議上發表了多篇論文，並經過同行評審。

**Dr. Inam Ullah Khan** 是英國倫敦國王學院的訪問研究員。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、斯瓦特大學和伊斯蘭堡的沙希德·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，並在同一所大學的電子工程系獲得電子工程碩士學位。他在巴基斯坦阿卜杜勒·瓦利·汗大學馬爾丹校區獲得計算機科學學士學位。此外，他的碩士論文以書籍形式出版，題為「使用蟻群優化（ACO）的路徑優化」，在德國出版，並在亞馬遜上有售。更有趣的是，他曾教授計算機網絡安全、人工智慧、進化計算、專業實踐、軟體工程、數據通信與網絡、數據庫、網絡安全、視覺編程和程式設計入門等科目。他在知名期刊、會議和書籍章節中發表了30多篇研究文章。