Intelligent Data Mining and Fusion Systems in Agriculture

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  • Publisher : Academic Press
  • Release : 08 October 2019
  • ISBN : 9780128143926
  • Page : 330 pages
  • Rating : 4.5/5 from 103 voters

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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 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

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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
  • Release Date : 2019-10-08
  • ISBN : 9780128143926
GET THIS BOOKIntelligent Data Mining and Fusion Systems in Agriculture

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

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  • Author : Elmer P. Dadios
  • Publisher : BoD – Books on Demand
  • Release Date : 2022-05-25
  • ISBN : 9781839691737
GET THIS BOOKAutomation and Control

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 games, rescue competitions using unmanned aerial-ground robots, and stochastic control systems.

Proceedings of 15th International Conference on Electromechanics and Robotics "Zavalishin's Readings"

Proceedings of 15th International Conference on Electromechanics and Robotics
  • Author : Andrey Ronzhin,Vladislav Shishlakov
  • Publisher : Springer Nature
  • Release Date : 2020-09-01
  • ISBN : 9789811555800
GET THIS BOOKProceedings of 15th International Conference on Electromechanics and Robotics "Zavalishin's Readings"

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, robotics, automation and vibration technologies. The Zavalishin's Readings conference was established as a tribute to the memory of Dmitry Aleksandrovich Zavalishin (1900–1968) – a Russian scientist, corresponding member of the USSR Academy

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  • Author : Dionysis Bochtis,Charisios Achillas,Georgios Banias,Maria Lampridi
  • Publisher : Academic Press
  • Release Date : 2020-11-06
  • ISBN : 9780128211434
GET THIS BOOKBio-economy and Agri-production

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 of sustainable bio-economy, contributing to the development of integrated agricultural systems. As technology advances, agricultural production management practices are now being called upon to address the need for sustainability in

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  • Publisher : Springer Nature
  • Release Date : 2020-02-05
  • ISBN : 9783030366643
GET THIS BOOKAdvanced Intelligent Systems for Sustainable Development (AI2SD’2019)

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 is intended to stimulate debate in this field, and proposes new solutions, tools and effective techniques concerning various current topics in the field of agriculture, such as ICT, IoT and

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  • Author : Latief Ahmad,Firasath Nabi
  • Publisher : CRC Press
  • Release Date : 2021-03-25
  • ISBN : 9781000364439
GET THIS BOOKAgriculture 5.0

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 predictive decisions to the grower, in order to make agriculture more productive. An elaborative approach has been used to highlight the applicability and adoption of key technologies and techniques such

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  • Publisher : Springer
  • Release Date : 2022-03-18
  • ISBN : 3030841472
GET THIS BOOKInformation and Communication Technologies for Agriculture—Theme II: Data

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, and in the context of Smart Farming Technology and Knowledge-based Agriculture. Content spans broadly from data mining and visualization to big data analytics and decision making, alongside with the sustainability

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Smart Sensors for Industrial Internet of Things
  • Author : Deepak Gupta,Victor Hugo C. de Albuquerque,Ashish Khanna,Purnima Lala Mehta
  • Publisher : Springer Nature
  • Release Date : 2021-02-01
  • ISBN : 9783030526245
GET THIS BOOKSmart Sensors for Industrial Internet of Things

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 usage of smart sensor devices covering a wide range of interdisciplinary areas like Intelligent Transport Systems, Healthcare, Agriculture, Drone communications and Security. By presenting an insight into Smart Sensors for

Cloud IoT Systems for Smart Agricultural Engineering

Cloud IoT Systems for Smart Agricultural Engineering
  • Author : Saravanan Krishnan,J Bruce Ralphin Rose,N R Rajalakshmi,Narayanan Prasanth
  • Publisher : CRC Press
  • Release Date : 2022-02-14
  • ISBN : 9781000535136
GET THIS BOOKCloud IoT Systems for Smart Agricultural Engineering

Agriculture plays a vital role in a country’s growth. Modern-day technologies drive every domain toward smart systems. The use of traditional agricultural procedures to satisfy modern-day requirements is a challenging task. Cloud IoT Systems for Smart Agricultural Engineering provides substantial coverage of various challenges of the agriculture domain through modern technologies such as the Internet of Things (IoT), cloud computing, and many more. This book offers various state-of-the-art procedures to be deployed in a wide range of agricultural activities.

Biotechnology, Agriculture, Environment and Energy

Biotechnology, Agriculture, Environment and Energy
  • Author : Fangli Zheng
  • Publisher : CRC Press
  • Release Date : 2014-11-18
  • ISBN : 9781315752280
GET THIS BOOKBiotechnology, Agriculture, Environment and Energy

The 2014 International Conference on Biotechnology, Agriculture, Environment and Energy (ICBAEE 2014) was held May 22-23, 2014 in Beijing, China. The objective of ICBAEE 2014 was to provide a platform for researchers, engineers, academics as well as industry professionals from all over the world to present their research results and development act

Computer and Computing Technologies in Agriculture VIII

Computer and Computing Technologies in Agriculture VIII
  • Author : Daoliang Li,Yingyi Chen
  • Publisher : Springer
  • Release Date : 2015-09-29
  • ISBN : 9783319196206
GET THIS BOOKComputer and Computing Technologies in Agriculture VIII

This book constitutes the refereed post-conference proceedings of the 8th IFIP WG 5.14 International Conference on Computer and Computing Technologies in Agriculture, CCTA 2014, held in Beijing, China, in September 2014. The 81 revised papers included in this volume were carefully selected from 216 submissions. They cover a wide range of interesting theories and applications of information technology in agriculture, including intelligent sensing, monitoring and automatic control technology; key technology and models of the Internet of things; intelligent technology for agricultural equipment; computer vision; computer

Intelligent Data Analysis

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  • Author : Deepak Gupta,Siddhartha Bhattacharyya,Ashish Khanna,Kalpna Sagar
  • Publisher : John Wiley & Sons
  • Release Date : 2020-04-17
  • ISBN : 9781119544449
GET THIS BOOKIntelligent Data Analysis

This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and so on. This book aims to describe the different approaches of Intelligent Data Analysis from a practical point of view: solving common life problems

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  • Author : Shaochun Ma,Tao Lin,Enrong Mao,Zhenghe Song,Kuan-Chong Ting
  • Publisher : Springer Nature
  • Release Date : 2022-06-06
  • ISBN : 9783031038341
GET THIS BOOKSensing, Data Managing, and Control Technologies for Agricultural Systems

Agricultural automation is the emerging technologies which heavily rely on computer-integrated management and advanced control systems. The tedious farming tasks had been taken over by agricultural machines in last century, in new millennium, computer-aided systems, automation, and robotics has been applied to precisely manage agricultural production system. With agricultural automation technologies, sustainable agriculture is being developed based on efficient use of land, increased conservation of water, fertilizer and energy resources. The agricultural automation technologies refer to related areas in sensing &

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Smart Agricultural Services Using Deep Learning, Big Data, and IoT
  • Author : Gupta, Amit Kumar,Goyal, Dinesh,Singh, Vijander,Sharma, Harish
  • Publisher : IGI Global
  • Release Date : 2020-10-30
  • ISBN : 9781799850045
GET THIS BOOKSmart Agricultural Services Using Deep Learning, Big Data, and IoT

The agricultural sector can benefit immensely from developments in the field of smart farming. However, this research area focuses on providing specific fixes to particular situations and falls short on implementing data-driven frameworks that provide large-scale benefits to the industry as a whole. Using deep learning can bring immense data and improve our understanding of various earth sciences and improve farm services to yield better crop production and profit. Smart Agricultural Services Using Deep Learning, Big Data, and IoT is

Data Mining in Agriculture

Data Mining in Agriculture
  • Author : Antonio Mucherino,Petraq J. Papajorgji,Panos M. Pardalos
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-08-19
  • ISBN : 9780387886145
GET THIS BOOKData Mining in Agriculture

Data Mining in Agriculture represents a comprehensive effort to provide graduate students and researchers with an analytical text on data mining techniques applied to agriculture and environmental related fields. This book presents both theoretical and practical insights with a focus on presenting the context of each data mining technique rather intuitively with ample concrete examples represented graphically and with algorithms written in MATLAB®.