Intelligent Data Mining and Fusion Systems in Agriculture
  • Author : Xanthoula Eirini Pantazi
  • Release Date : 08 October 2019
  • Publisher : Academic Press
  • Genre : Business & Economics
  • Pages : 330
  • ISBN 13 : 9780128143926

Intelligent Data Mining and Fusion Systems in Agriculture Book Summary

Intelligent Data Mining and Fusion Systems in Agriculture presents methods of computational intelligence and data fusion that have applications in agriculture for the non-destructive testing of agricultural products and crop condition monitoring. Sections cover the combination of sensors with artificial intelligence architectures in precision agriculture, including algorithms, bio-inspired hierarchical neural maps, and novelty detection algorithms capable of detecting sudden changes in different conditions. This book offers advanced students and entry-level professionals in agricultural science and engineering, geography and geoinformation science an in-depth overview of the connection between decision-making in agricultural operations and the decision support features offered by advanced computational intelligence algorithms. Covers crop protection, automation in agriculture, artificial intelligence in agriculture, sensing and Internet of Things (IoTs) in agriculture Addresses AI use in weed management, disease detection, yield prediction and crop production Utilizes case studies to provide real-world insights and direction

Intelligent Data Mining and Fusion Systems in Agriculture

Intelligent Data Mining and Fusion Systems in Agriculture

Author : Xanthoula Eirini Pantazi,Dimitrios Moshou,Dionysis Bochtis
Publisher : Academic Press
Genre : Business & Economics
Total View : 4439 Views
File Size : 54,5 Mb
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Intelligent Data Mining and Fusion Systems in Agriculture presents methods of computational intelligence and data fusion that have applications in agriculture for the non-destructive testing of agricultural products and crop condition monitoring. Sections cover the combination of sensors with artificial intelligence architectures in precision agriculture, including algorithms, bio-inspired hierarchical neural ...

Automation and Control

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Author : Elmer P. Dadios
Publisher : BoD – Books on Demand
Genre : Technology & Engineering
Total View : 3999 Views
File Size : 53,7 Mb
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Advances in automation and control today cover many areas of technology where human input is minimized. This book discusses numerous types and applications of automation and control. Chapters address topics such as building information modeling (BIM)–based automated code compliance checking (ACCC), control algorithms useful for military operations and video ...

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Author : Andrey Ronzhin,Vladislav Shishlakov
Publisher : Springer Nature
Genre : Technology & Engineering
Total View : 1522 Views
File Size : 54,7 Mb
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This book features selected papers presented at the 15th International Conference on Electromechanics and Robotics “Zavalishin's Readings” – ER(ZR) 2020, held in Ufa, Russia, on 15–18 April 2020. The contributions, written by professionals, researchers and students, cover topics in the field of automatic control systems, electromechanics, electric power engineering and electrical engineering, mechatronics, ...

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Publisher : Academic Press
Genre : Technology & Engineering
Total View : 8488 Views
File Size : 40,5 Mb
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Bio-Economy and Agri-Production: Concepts and Evidence bridges the knowledge gap between sustainability and bio-economy aspects of agri-production. It complements traditional perspectives of agri-production with advanced engineering, information and communication technologies recently applied in agri-business. Including knowledgebased agriculture and reflecting sustainability and circular economy principles, the book presents a holistic view ...

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Author : Dionysis D. Bochtis
Publisher : Springer Nature
Genre : Agricultural informatics
Total View : 6661 Views
File Size : 43,9 Mb
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This volume is the second (II) of four under the main themes of Digitizing Agriculture and Information and Communication Technologies (ICT). The four volumes cover rapidly developing processes including Sensors (I), Data (II), Decision (III), and Actions (IV). Volumes are related to 'digital transformation' within agricultural production and provision systems, ...

Agriculture 5 0

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Author : Latief Ahmad,Firasath Nabi
Publisher : CRC Press
Genre : Technology & Engineering
Total View : 8222 Views
File Size : 47,5 Mb
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Agriculture 5.0: Artificial Intelligence, IoT & Machine Learning provides an interdisciplinary, integrative overview of latest development in the domain of smart farming. It shows how the traditional farming practices are being enhanced and modified by automation and introduction of modern scalable technological solutions that cut down on risks, enhance sustainability, and deliver ...

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Author : Mostafa Ezziyyani
Publisher : Springer Nature
Genre : Technology & Engineering
Total View : 4129 Views
File Size : 47,5 Mb
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This book highlights the latest research in the fields of health care and agriculture, presented at the second installment of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD-2019), held on July 08–11, 2019 in Marrakech, Morocco. Gathering contributions by respected researchers in the field of agriculture, the book ...

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Author : Deepak Gupta,Victor Hugo C. de Albuquerque,Ashish Khanna,Purnima Lala Mehta
Publisher : Springer Nature
Genre : Technology & Engineering
Total View : 1267 Views
File Size : 44,9 Mb
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This book brings together the latest research in smart sensors technology and exposes the reader to myriad industrial applications that this technology has enabled. The book emphasizes several topics in the area of smart sensors in industrial real-world applications. The contributions in this book give a broader view on the ...