Predictive Analytics in Smart Agriculture
Krishnan, Saravanan, Anand, A. Jose, Prasanth, Narayanan
- 出版商: CRC
- 出版日期: 2023-12-18
- 售價: $5,120
- 貴賓價: 9.5 折 $4,864
- 語言: 英文
- 頁數: 302
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032479507
- ISBN-13: 9781032479507
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相關分類:
Machine Learning
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商品描述
Predictive Analysis in Smart Agricultureexplores computational engineering techniques and applications in agriculture development. Recent technologies such as cloud computing, IoT, big data, and machine learning are focused on for smart agricultural engineering. The book also provides a case-oriented approach for IoT-based agricultural systems.
This book deals with all aspects of smart agriculture with state-of-the-art predictive analysis in the complete 360-degree view spectrum. The book includes the concepts of urban and vertical farming using Agro IoT systems and renewable energy sources for modern agriculture trends. It discusses the real-world challenges, complexities in Agro IoT, and advantages of incorporating smart technology. It also presents the rapid advancement of the technologies in the existing Agri model by applying the various techniques. Novel architectural solutions in smart agricultural engineering are the core aspects of this book. Several predictive analysis tools and smart agriculture are also incorporated.
This book can be used as a textbook for students in predictive analysis, agriculture engineering, precision farming, and smart agriculture. It can also be a reference book for practicing professionals in cloud computing, IoT, big data, machine learning, and deep learning working on smart agriculture applications.
商品描述(中文翻譯)
《智慧農業中的預測分析》探討了農業發展中的計算工程技術和應用。該書聚焦於智慧農業工程中的雲計算、物聯網、大數據和機器學習等最新技術。該書還提供了一種以案例為導向的方法，用於基於物聯網的農業系統。
該書涵蓋了智慧農業的所有方面，以完整的360度視角進行預測分析。該書包括使用農業物聯網系統和可再生能源進行城市和垂直農業的概念，以追求現代農業趨勢。它討論了農業物聯網中的現實挑戰、複雜性以及整合智慧技術的優勢。它還介紹了通過應用各種技術在現有農業模型中實現技術的快速進展。智慧農業工程中的新穎架構解決方案是本書的核心內容。該書還包括了幾種預測分析工具和智慧農業的內容。
該書可作為預測分析、農業工程、精準農業和智慧農業的學生教材。對於從事智慧農業應用的雲計算、物聯網、大數據、機器學習和深度學習等專業人士，該書也可作為參考書。
作者簡介
Dr. K. Saravanan is an Associate professor, Department of Computer Science & Engineering at College of Engineering, Guindy, Anna University, Chennai, Tamilnadu, India. He has published papers in 14 international conferences and 27 international journals. He is an active researcher and academician. He has written 16 book chapters and seven books in various international publishers. He is a Member of IEI, ISTE, ACM and ISCA. His current research interests are Blockchain technology, smart cities, cloud computing, software engineering, IoT.
Dr. A. Jose Anand is an Associate Professor, Department of Electronics and Communication Engineering, KCG College of Technology, Chennai, Tamil Nadu. He has one year of industrial experience and twenty-four years of teaching experience. He published several papers in National Journal and International Journal, and also published books in polytechnic &Engineering subjects. He is a Member of CSI, IEI, IET, IETE, ISTE, INS, QCFI and EWB. His current research interests are Wireless Sensor Networks, Embedded systems, IoT, Machine Learning and Image Processing.
Dr. N. Narayanan Prasanth is an Associate Professor, Department of Database Systems, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamilnadu, India. His research interests include Computer Networks, Wireless Sensor Networks, IoT, Parallel and High Performance Computing.
Professor Dr. Sam Goundar is an International Academic having taught at twelve different universities in ten different countries. He is the Editor-in-Chief of the International Journal of Blockchains and Cryptocurrencies (IJBC) - Inderscience Publishers, Editor-in-Chief of the International Journal of Fog Computing (IJFC) - IGI Publishers, Editor-in-Chief of the International Journal of Creative Computing (IJCrC) - Inderscience Publishers, Section Editor of the Journal of Education and Information Technologies (EAIT) - Springer and Editor-in-Chief (Emeritus) of the International Journal of Cloud Applications and Computing (IJCAC) - IGI Publishers. He has 126 publications in in journals and as chapters in books (many of them indexed by Scopus and Web of Science). He has written and edited thirteen books that has been published.
Dr. Christo Ananth is a Professor, Samarkand State University, Uzbekistan, Russia. He has published more than 60 papers in various Conferences and Journals. He is a reviewer for various International Peer Reviewed Journals. He has authored 7 textbooks and has organized more than 140 events such as Symposiums and Conferences. He was chosen as an elected fellow from ISECE (Malaysia) and a Life Member of ISTE (India).
作者簡介(中文翻譯)
Dr. K. Saravanan是印度泰米爾納德邦錫奈安娜大學Guindy工學院計算機科學與工程系的副教授。他在14個國際會議和27個國際期刊上發表了論文。他是一位活躍的研究人員和學者。他在各個國際出版商出版了16個書章和七本書籍。他是IEI、ISTE、ACM和ISCA的成員。他目前的研究興趣包括區塊鏈技術、智慧城市、雲計算、軟體工程和物聯網。
Dr. A. Jose Anand是印度泰米爾納德邦錫奈KCG技術學院電子與通訊工程系的副教授。他有一年的工業經驗和二十四年的教學經驗。他在國家期刊和國際期刊上發表了多篇論文，並在專科和工程科目上出版了書籍。他是CSI、IEI、IET、IETE、ISTE、INS、QCFI和EWB的成員。他目前的研究興趣包括無線感測網路、嵌入式系統、物聯網、機器學習和影像處理。
Dr. N. Narayanan Prasanth是印度泰米爾納德邦維洛爾理工學院計算機科學與工程學院資料庫系的副教授。他的研究興趣包括計算機網路、無線感測網路、物聯網、並行和高性能計算。
Professor Dr. Sam Goundar是一位國際學者，在十個不同國家的十二所不同大學任教。他是《國際區塊鏈與加密貨幣期刊》（IJBC）- Inderscience Publishers的主編，《國際霧計算期刊》（IJFC）- IGI Publishers的主編，《國際創意計算期刊》（IJCrC）- Inderscience Publishers的主編，《教育與資訊技術期刊》（EAIT）- Springer的部分編輯，《國際雲應用與計算期刊》（IJCAC）- IGI Publishers的主編（名譽退休）。他在期刊和書籍中發表了126篇論文（其中許多被Scopus和Web of Science索引）。他還撰寫和編輯了十三本已出版的書籍。
Dr. Christo Ananth是烏茲別克斯坦俄羅斯的薩馬爾罕德州立大學的教授。他在各種會議和期刊上發表了60多篇論文。他是各種國際同行評審期刊的評審人。他撰寫了7本教科書，並組織了超過140個研討會和會議。他被選為ISECE（馬來西亞）的當選會士和ISTE（印度）的終身會員。
