Artificial Intelligence and Internet of Things in Smart Farming
暫譯: 智慧農業中的人工智慧與物聯網
Abdel-Basset, Mohamed, Hawash, Hossam, Abdel-Fatah, Laila
相關主題
商品描述
This book provides a broad overview of the areas of AI that can be used for smart farming applications, either through successful engineering or ground-breaking research. Among them, the highlighted tactics are soil management, water management, crop management, livestock management, harvesting, and the integration of IoT in smart farming.
商品描述(中文翻譯)
本書提供了可以用於智慧農業應用的人工智慧（AI）領域的廣泛概述，無論是通過成功的工程還是突破性的研究。其中，重點策略包括土壤管理、水資源管理、作物管理、畜牧管理、收穫以及物聯網（IoT）在智慧農業中的整合。
作者簡介
Dr. Mohamed Abdel-Basset is an IEEE Senior Member. He received the B.Sc., M.Sc., and PhD degrees in operations research from the Faculty of Computers and Informatics, Zagazig University, Egypt. He is currently an Associate Professor, Head of department of computer science with the Faculty of Computers and Informatics, Zagazig University. He has published more than 400 articles in international journals and conference proceedings. He is working on the application of multi-objective and robust metaheuristic optimization techniques. His current research interests include optimization, machine learning, deep learning, artificial intelligence, operations research, data mining, computational intelligence, applied statistics, decision support systems, robust optimization, engineering optimization, multi-objective optimization, swarm intelligence, evolutionary algorithms, and artificial neural networks.
Dr. Laila Abdel-Fatah received her B.S. M.Sc. and PhD. degrees in information systems and decision support from the Faculty of Computers and Informatics, Zagazig University, Egypt. She is currently a Lecturer with the Faculty of Computers and Informatics at Zagazig University. Her research interests include computation intelligence (CI), fuzzy logic, artificial intelligence (AI), the Internet of Things (IoT), metaheuristic algorithms, geographic information systems (GIS), and spatial optimization.
Dr. Hossam Hawash is a senior researcher at Zagazig University, Faculty of Computers and Informatics, Department of Computer Science, Egypt. He obtained his bachelor's and master's degrees in computer science in 2012 and 2016, respectively, from the Faculty of Computers and Informatics, Department of Computer Science, Egypt. His area of interest includes computation intelligence, Optimization, machine learning, deep learning, artificial intelligence, fuzzy learning, explainable artificial intelligence, and the Internet of things.
作者簡介(中文翻譯)
穆罕默德·阿卜杜勒-巴塞特博士是IEEE資深會員。他在埃及扎卡齊格大學計算機與資訊學院獲得運籌學的學士、碩士和博士學位。目前，他是扎卡齊格大學計算機與資訊學院計算機科學系的副教授及系主任。他在國際期刊和會議論文集中發表了超過400篇文章。他的研究專注於多目標和穩健的元啟發式優化技術的應用。目前的研究興趣包括優化、機器學習、深度學習、人工智慧、運籌學、資料探勘、計算智慧、應用統計、決策支援系統、穩健優化、工程優化、多目標優化、群體智慧、演化演算法和人工神經網絡。
萊拉·阿卜杜勒-法塔赫博士在埃及扎卡齊格大學計算機與資訊學院獲得資訊系統和決策支援的學士、碩士和博士學位。目前，她是扎卡齊格大學計算機與資訊學院的講師。她的研究興趣包括計算智慧（CI）、模糊邏輯、人工智慧（AI）、物聯網（IoT）、元啟發式演算法、地理資訊系統（GIS）和空間優化。
霍薩姆·哈瓦什博士是埃及扎卡齊格大學計算機與資訊學院計算機科學系的高級研究員。他於2012年和2016年分別在埃及計算機與資訊學院獲得計算機科學的學士和碩士學位。他的研究領域包括計算智慧、優化、機器學習、深度學習、人工智慧、模糊學習、可解釋的人工智慧和物聯網。
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