Artificial Intelligence and Internet of Things in Smart Farming
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)
本書提供了關於人工智慧在智慧農業應用中的廣泛概述，無論是通過成功的工程還是開創性的研究。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)
Dr. Mohamed Abdel-Basset 是 IEEE 的高級會員。他在埃及 Zagazig 大學計算機與資訊學院獲得了運籌學的學士、碩士和博士學位。他目前是 Zagazig 大學計算機與資訊學院的副教授，並擔任計算機科學系的系主任。他在國際期刊和會議論文集上發表了400多篇文章。他的研究方向包括多目標和魯棒元啟發式優化技術的應用。他目前的研究興趣包括優化、機器學習、深度學習、人工智能、運籌學、數據挖掘、計算智能、應用統計學、決策支持系統、魯棒優化、工程優化、多目標優化、群體智能、演化算法和人工神經網絡。
Dr. Laila Abdel-Fatah 在埃及 Zagazig 大學計算機與資訊學院獲得了信息系統和決策支持的學士、碩士和博士學位。她目前是 Zagazig 大學計算機與資訊學院的講師。她的研究興趣包括計算智能、模糊邏輯、人工智能、物聯網、元啟發式算法、地理信息系統和空間優化。
Dr. Hossam Hawash 是埃及 Zagazig 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年分別獲得了計算機科學的學士和碩士學位。他的研究領域包括計算智能、優化、機器學習、深度學習、人工智能、模糊學習、可解釋人工智能和物聯網。
