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Ai Edge And Iot Based Smart Agriculture

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AI Edge and IoT based Smart Agriculture

AI  Edge and IoT based Smart Agriculture Book
Author : Ajith Abraham,Sujata Dash,Joel J.P.C. Rodrigues,Biswaranjan Acharya,Subhendu K. Pani
Publisher : Academic Press
Release : 2021-08-01
ISBN : 0128236957
Language : En, Es, Fr & De

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Book Description :

AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces Edge of Thing-based data analytics and IoT for predictability of crop, soil, and plant disease occurrence for improved sustainability and increased profitability. The book also addresses precision irrigation, precision horticulture, greenhouse IoT, livestock monitoring, IoT ecosystem for agriculture, mobile robot for precision agriculture, energy monitoring, storage management, and smart farming. The book provides an overarching focus on sustainable environment and sustainable economic development through smart and e-agriculture. Providing a medium for the exchange of expertise and inspiration, contributions from both smart agriculture and data mining researchers around the world provide foundational insights. The book provides practical application opportunities for the resolution of real-world problems, including contributions from the data mining, data analytics, Edge of Things, and cloud research communities working in the farming production sector. The book offers broad coverage of the concepts, themes, and instruments of this important and evolving area of IOT-based agriculture, Edge of Things and cloud-based farming, Greenhouse IOT, mobile agriculture, sustainable agriculture, and big data analytics in agriculture toward smart farming. Integrates sustainable agriculture, Greenhouse IOT, precision agriculture, crops monitoring, crops controlling to prediction, livestock monitoring, and farm management Presents data mining techniques for precision agriculture, including weather prediction, plant disease prediction, and decision support for crop and soil selection Promotes the importance and uses in managing the agro ecosystem for food security Emphasizes low energy usage options for low cost and environmental sustainability

Artificial Intelligence and IoT Based Technologies for Sustainable Farming and Smart Agriculture

Artificial Intelligence and IoT Based Technologies for Sustainable Farming and Smart Agriculture Book
Author : Tomar, Pradeep,Kaur, Gurjit
Publisher : IGI Global
Release : 2021-01-08
ISBN : 1799817245
Language : En, Es, Fr & De

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Book Description :

As technology continues to saturate modern society, agriculture has started to adopt digital computing and data-driven innovations. This emergence of “smart” farming has led to various advancements in the field, including autonomous equipment and the collection of climate, livestock, and plant data. As connectivity and data management continue to revolutionize the farming industry, empirical research is a necessity for understanding these technological developments. Artificial Intelligence and IoT-Based Technologies for Sustainable Farming and Smart Agriculture provides emerging research exploring the theoretical and practical aspects of critical technological solutions within the farming industry. Featuring coverage on a broad range of topics such as crop monitoring, precision livestock farming, and agronomic data processing, this book is ideally designed for farmers, agriculturalists, product managers, farm holders, manufacturers, equipment suppliers, industrialists, governmental professionals, researchers, academicians, and students seeking current research on technological applications within agriculture and farming.

AI Based Services for Smart Cities and Urban Infrastructure

AI Based Services for Smart Cities and Urban Infrastructure Book
Author : Lyu, Kangjuan,Hu, Min,Du, Juan,Sugumaran, Vijayan
Publisher : IGI Global
Release : 2020-09-04
ISBN : 1799850250
Language : En, Es, Fr & De

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Book Description :

Cities are the next frontier for artificial intelligence to permeate. As smart urban environments become possible, probable, and even preferred, artificial intelligence offers the chance for even further advancement through infrastructure and industry boosting. Opportunity overflows, but without thorough research to guide a complicated development and implementation process, urban environments can become disorganized and outright dangerous for citizens. AI-Based Services for Smart Cities and Urban Infrastructure is a collection of innovative research that explores artificial intelligence (AI) applications in urban planning. In addition, the book looks at how the internet of things and AI can work together to enable a real smart city and discusses state-of-the-art techniques in urban infrastructure design, construction, operation, maintenance, and management. While highlighting a broad range of topics including construction management, public transportation, and smart agriculture, this book is ideally designed for engineers, entrepreneurs, urban planners, architects, policymakers, researchers, academicians, and students.

Internet of Things and Machine Learning in Agriculture

Internet of Things and Machine Learning in Agriculture Book
Author : Jyotir Moy Chatterjee,Abhishek Kumar,Pramod Singh Rathore,Vishal Jain
Publisher : Walter de Gruyter GmbH & Co KG
Release : 2021-02-08
ISBN : 3110691272
Language : En, Es, Fr & De

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Book Description :

Agriculture is one of the most fundamental human activities. As the farming capacity has expanded, the usage of resources such as land, fertilizer, and water has grown exponentially, and environmental pressures from modern farming techniques have stressed natural landscapes. Still, by some estimates, worldwide food production needs to increase to keep up with global food demand. Machine Learning and the Internet of Things can play a promising role in the Agricultural industry, and help to increase food production while respecting the environment. This book explains how these technologies can be applied, offering many case studies developed in the research world.

AI and IoT Based Intelligent Automation in Robotics

AI and IoT Based Intelligent Automation in Robotics Book
Author : Ashutosh Kumar Dubey,Abhishek Kumar,S. Rakesh Kumar,N. Gayathri,Prasenjit Das
Publisher : John Wiley & Sons
Release : 2021-03-24
ISBN : 1119711215
Language : En, Es, Fr & De

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Book Description :

The 24 chapters in this book provides a deep overview of robotics and the application of AI and IoT in robotics. It contains the exploration of AI and IoT based intelligent automation in robotics. The various algorithms and frameworks for robotics based on AI and IoT are presented, analyzed, and discussed. This book also provides insights on application of robotics in education, healthcare, defense and many other fields which utilize IoT and AI. It also introduces the idea of smart cities using robotics.

Proceedings of ICRIC 2019

Proceedings of ICRIC 2019 Book
Author : Pradeep Kumar Singh,Arpan Kumar Kar,Yashwant Singh,Maheshkumar H. Kolekar,Sudeep Tanwar
Publisher : Springer Nature
Release : 2019-11-21
ISBN : 3030294072
Language : En, Es, Fr & De

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Book Description :

This book presents high-quality, original contributions (both theoretical and experimental) on software engineering, cloud computing, computer networks & internet technologies, artificial intelligence, information security, and database and distributed computing. It gathers papers presented at ICRIC 2019, the 2nd International Conference on Recent Innovations in Computing, which was held in Jammu, India, in March 2019. This conference series represents a targeted response to the growing need for research that reports on and assesses the practical implications of IoT and network technologies, AI and machine learning, cloud-based e-Learning and big data, security and privacy, image processing and computer vision, and next-generation computing technologies.

Enabling AI Applications in Data Science

Enabling AI Applications in Data Science Book
Author : Aboul-Ella Hassanien
Publisher : Springer Nature
Release : 2021-05-12
ISBN : 3030520676
Language : En, Es, Fr & De

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Book Description :

Download Enabling AI Applications in Data Science book written by Aboul-Ella Hassanien, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Building Agriculture AI System with Data Fusion and Computer Vision

Building Agriculture AI System with Data Fusion and Computer Vision Book
Author : Wei Zhao
Publisher : Unknown
Release : 2020
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Smart farming and precision agriculture have been researched to increase crop production with fewer inputs, as a promising means to meet the growing demand for agricultural products. Several applications of artificial intelligence (AI) are already developed for use in agriculture and farming purposes and it is anticipated that uses of "AI farming" will assist the agriculture sector in the future to drive more efficient production.To understand how to leverage the advantages of smart farming systems in developing innovative farming applications, the following questions need to be answered: (1) What kinds of sensors should be used and data collected considering the cost and efficiency? (2) How do we seamlessly transfer new AI technologies from other industries to agricultural problems which have different requirements in terms of accuracy, scalability, operation, environment, etc. (3) What customized and innovative method should be developed dedicated to agriculture on top of current general AI technologies? and (4) How should we leverage the advantages of smart farming? Motivated by these questions, this research focuses on creating an AI farming system. This system presents work regarding three specific studies: (i) A ground-level mapping and navigating system based on computer vision technology (Mesh Simultaneous Localization and Mapping algorithm, Mesh-SLAM) and Internet of Things (IoT), to generate a 3D farm map on both the edge side and cloud. (ii) A sensing algorithm and a low-cost, robot-mounted, multidimensional map augmentation method that can track robot movements, monitor the surrounding environment, and link all the factors to the map, thereby providing useful analytics to task planning, route planning and large machine operators. (iii) An algorithms pipeline augmenting agriculture objects perceiving ability for the map using transfer learning and computer vision techniques. This work augments the bale detection accuracy only using limited data collection and labeling, by building innovative algorithms pipeline. Combining all the created systems, we construct an agriculture AI system with multiple innovative algorithms. This large scope of system and pieces of algorithms fill in needed gaps for creating maps to enable smart agriculture, while also providing a valuable dataset and algorithms for future researchers.

Cloud Computing for Geospatial Big Data Analytics

Cloud Computing for Geospatial Big Data Analytics Book
Author : Himansu Das,Rabindra K. Barik,Harishchandra Dubey,Diptendu Sinha Roy
Publisher : Springer
Release : 2018-12-11
ISBN : 3030033597
Language : En, Es, Fr & De

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Book Description :

This book introduces the latest research findings in cloud, edge, fog, and mist computing and their applications in various fields using geospatial data. It solves a number of problems of cloud computing and big data, such as scheduling, security issues using different techniques, which researchers from industry and academia have been attempting to solve in virtual environments. Some of these problems are of an intractable nature and so efficient technologies like fog, edge and mist computing play an important role in addressing these issues. By exploring emerging advances in cloud computing and big data analytics and their engineering applications, the book enables researchers to understand the mechanisms needed to implement cloud, edge, fog, and mist computing in their own endeavours, and motivates them to examine their own research findings and developments.

Next Generation Internet of Things

Next Generation Internet of Things Book
Author : Vermesan, Ovidiu,Bacquet, Joël
Publisher : River Publishers
Release : 2019-01-15
ISBN : 8770220085
Language : En, Es, Fr & De

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Book Description :

This book provides an overview of the next generation Internet of Things (IoT), ranging from research, innovation, development priorities, to enabling technologies in a global context. It is intended as a standalone in a series covering the activities of the Internet of Things European Research Cluster (IERC), including research, technological innovation, validation, and deployment. The text builds on the ideas put forward by the European Research Cluster, the IoT European Platform Initiative (IoT-EPI), the IoT European Large-Scale Pilots Programme and the IoT European Security and Privacy Projects, presenting global views and state-of-the-art results regarding the next generation of IoT research, innovation, development, and deployment. The IoT and Industrial Internet of Things (IIoT) are evolving towards the next generation of Tactile IoT/IIoT, bringing together hyperconnectivity (5G and beyond), edge computing, Distributed Ledger Technologies (DLTs), virtual and augmented reality (VR/AR), and AI transformation. Following the wider adoption of consumer IoT, the next generation of IoT/IIoT innovation for business is driven by industries, addressing interoperability issues and providing new end-to-end security solutions to face continuous treats. The advances of AI technology in vision, speech recognition, natural language processing and dialog are enabling the development of end-to-end intelligent systems encapsulating multiple technologies, delivering services in real-time using limited resources. These developments are focusing on designing and delivering embedded and hierarchical AI solutions in IoT/IIoT, edge computing, using distributed architectures, DLTs platforms and distributed end-to-end security, which provide real-time decisions using less data and computational resources, while accessing each type of resource in a way that enhances the accuracy and performance of models in the various IoT/IIoT applications. The convergence and combination of IoT, AI and other related technologies to derive insights, decisions and revenue from sensor data provide new business models and sources of monetization. Meanwhile, scalable, IoT-enabled applications have become part of larger business objectives, enabling digital transformation with a focus on new services and applications. Serving the next generation of Tactile IoT/IIoT real-time use cases over 5G and Network Slicing technology is essential for consumer and industrial applications and support reducing operational costs, increasing efficiency and leveraging additional capabilities for real-time autonomous systems. New IoT distributed architectures, combined with system-level architectures for edge/fog computing, are evolving IoT platforms, including AI and DLTs, with embedded intelligence into the hyperconnectivity infrastructure. The next generation of IoT/IIoT technologies are highly transformational, enabling innovation at scale, and autonomous decision-making in various application domains such as healthcare, smart homes, smart buildings, smart cities, energy, agriculture, transportation and autonomous vehicles, the military, logistics and supply chain, retail and wholesale, manufacturing, mining and oil and gas.

Computational Vision and Bio Inspired Computing

Computational Vision and Bio Inspired Computing Book
Author : S. Smys,João Manuel R. S. Tavares,Valentina Emilia Balas,Abdullah M. Iliyasu
Publisher : Springer Nature
Release : 2020-01-06
ISBN : 3030372189
Language : En, Es, Fr & De

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Book Description :

This proceedings book presents state-of-the-art research innovations in computational vision and bio-inspired techniques. Due to the rapid advances in the emerging information, communication and computing technologies, the Internet of Things, cloud and edge computing, and artificial intelligence play a significant role in the computational vision context. In recent years, computational vision has contributed to enhancing the methods of controlling the operations in biological systems, like ant colony optimization, neural networks, and immune systems. Moreover, the ability of computational vision to process a large number of data streams by implementing new computing paradigms has been demonstrated in numerous studies incorporating computational techniques in the emerging bio-inspired models. The book reveals the theoretical and practical aspects of bio-inspired computing techniques, like machine learning, sensor-based models, evolutionary optimization, and big data modeling and management, that make use of effectual computing processes in the bio-inspired systems. As such it contributes to the novel research that focuses on developing bio-inspired computing solutions for various domains, such as human–computer interaction, image processing, sensor-based single processing, recommender systems, and facial recognition, which play an indispensable part in smart agriculture, smart city, biomedical and business intelligence applications.

2020 International Conference on Applications and Techniques in Cyber Intelligence

2020 International Conference on Applications and Techniques in Cyber Intelligence Book
Author : Jemal H. Abawajy,Kim-Kwang Raymond Choo,Zheng Xu,Mohammed Atiquzzaman
Publisher : Springer Nature
Release : 2020-08-12
ISBN : 3030539806
Language : En, Es, Fr & De

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Book Description :

This book presents innovative ideas, cutting-edge findings, and novel techniques, methods, and applications in a broad range of cybersecurity and cyberthreat intelligence areas. As our society becomes smarter, there is a corresponding need to secure our cyberfuture. The book describes approaches and findings that are of interest to business professionals and governments seeking to secure our data and underpin infrastructures, as well as to individual users.

ICCCE 2020

ICCCE 2020 Book
Author : Amit Kumar,Stefan Mozar
Publisher : Springer Nature
Release : 2020-10-11
ISBN : 981157961X
Language : En, Es, Fr & De

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Book Description :

This book is a collection of research papers and articles presented at the 3rd International Conference on Communications and Cyber-Physical Engineering (ICCCE 2020), held on 1-2 February 2020 at CMR Engineering College, Hyderabad, Telangana, India. Discussing the latest developments in voice and data communication engineering, cyber-physical systems, network science, communication software, image and multimedia processing research and applications, as well as communication technologies and other related technologies, it includes contributions from both academia and industry. This book is a valuable resource for scientists, research scholars and PG students working to formulate their research ideas and find the future directions in these areas. Further, it may serve as a reference work to understand the latest engineering and technologies used by practicing engineers in the field of communication engineering.

Advances in Computational Intelligence Security and Internet of Things

Advances in Computational Intelligence  Security and Internet of Things Book
Author : Ashim Saha,Nirmalya Kar,Suman Deb
Publisher : Springer Nature
Release : 2020-03-04
ISBN : 981153666X
Language : En, Es, Fr & De

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Book Description :

This volume constitutes the refereed proceedings of the Second International Conference on Computational Intelligence, Security and Internet of Things, ICCISIoT 2019, held in Agartala, India, in December 2019. The 31 full papers and 6 short papers were carefully reviewed and selected from 153 submissions. The papers are organised according to the following topics: Computational Intelligence, Security, Internet of Things. Papers from the extended track are also presented in the volume.

Smart City and Informatization

Smart City and Informatization Book
Author : Guojun Wang,Abdulmotaleb El Saddik,Xuejia Lai,Gregorio Martinez Perez,Kim-Kwang Raymond Choo
Publisher : Springer Nature
Release : 2019-11-05
ISBN : 9811513015
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 7th International Conference on Smart City and Informatization, iSCI 2019, held in Guangzhou, China, in November 2019. The volume presents 52 full papers, which were carefully reviewed and selected from 139 submissions. The papers are organized in topical sections on Internet of Things (IoT) and smart sensing; urban computing and big data; smart society informatization technologies; cloud/edge/fog computing for smart city; applications for smart city informatization; assistive engineering and information technology; cyberspace security; blockchain and applications.

Advances in Smart System Technologies

Advances in Smart System Technologies Book
Author : P. Suresh,U. Saravanakumar,Mohammed Saleh Hussein Al Salameh
Publisher : Springer Nature
Release : 2020-08-29
ISBN : 9811550298
Language : En, Es, Fr & De

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Book Description :

This book presents select peer-reviewed proceedings of the International Conference on Frontiers in Smart Systems Technologies (ICFSST 2019). It focuses on latest research and cutting-edge technologies in smart systems and intelligent autonomous systems with advanced functionality. Comprising topics related to diverse aspects of smart technologies such as high security, reliability, miniaturization, energy consumption, and intelligent data processing, the book contains contributions from academics as well as industry. Given the range of the topics covered, this book will prove useful for students, researchers, and professionals alike.

ICIDSSD 2020

ICIDSSD 2020 Book
Author : M. Afshar Alam ,Ranjit Biswas,Jawed Ahmed, Farheen Siddiqui
Publisher : European Alliance for Innovation
Release : 2021-03-03
ISBN : 163190292X
Language : En, Es, Fr & De

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Book Description :

The International Conference on ICT for Digital, Smart, and Sustainable Development (ICIDSSD’20) aims to provide an annual platform for the researchers, academicians, and professionals from across the world. ICIDSSD’20, held at Jamia Hamdard, New Delhi, India, is the second international conference of this series of conferences to be held annually. The conference majorly focuses on the recent developments in the areas relating to Information and Communication Technologies and contributing to Sustainable Development. ICIDSSD’20 has attracted research papers pertaining to an array of exciting research areas. The selected papers cover a wide range of topics including but not limited to Sustainable Development, Green Computing, Smart City, Artificial Intelligence, Big Data, Machine Learning, Cloud Computing, IoT, ANN, Cyber Security, and Data Science. Papers have primarily been judged on originality, presentation, relevance, and quality of work. Papers that clearly demonstrate results have been preferred. We thank our esteemed authors for having shown confidence in us and entrusting us with the publication of their research papers. The success of the conference would not have been possible without the submission of their quality research works. We thank the members of the International Scientific Advisory Committee, Technical Program Committee and members of all the other committees for their advice, guidance, and efforts. Also, we are grateful to our technical partners and sponsors, viz. HNF, EAI, ISTE, AICTE, IIC, CSI, IETE, Department of Higher Education, MHRD and DST for sponsorship and assistance.

The 10th International Conference on Computer Engineering and Networks

The 10th International Conference on Computer Engineering and Networks Book
Author : Qi Liu
Publisher : Springer Nature
Release : 2021-05-12
ISBN : 9811584621
Language : En, Es, Fr & De

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Book Description :

Download The 10th International Conference on Computer Engineering and Networks book written by Qi Liu, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Communication and Intelligent Systems

Communication and Intelligent Systems Book
Author : Jagdish Chand Bansal,Mukesh Kumar Gupta,Harish Sharma,Basant Agarwal
Publisher : Springer Nature
Release : 2020-04-09
ISBN : 9811533253
Language : En, Es, Fr & De

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Book Description :

This book gathers selected research papers presented at the International Conference on Communication and Intelligent Systems (ICCIS 2019), organised by Swami Keshvanand Institute of Technology, Management & Gramothan (SKIT), Jaipur, India and Rajasthan Technical University, Kota, India on 9–10 November 2019. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source.

Emerging Trends in ICT for Sustainable Development

Emerging Trends in ICT for Sustainable Development Book
Author : Mohamed Ben Ahmed,Sehl Mellouli,Luis Braganca,Boudhir Anouar Abdelhakim,Kwintiana Ane Bernadetta
Publisher : Springer Nature
Release : 2021-01-23
ISBN : 3030534405
Language : En, Es, Fr & De

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Book Description :

This book features original research and recent advances in ICT fields related to sustainable development. Based the International Conference on Networks, Intelligent systems, Computing & Environmental Informatics for Sustainable Development, held in Marrakech in April 2020, it features peer-reviewed chapters authored by prominent researchers from around the globe. As such it is an invaluable resource for courses in computer science, electrical engineering and urban sciences for sustainable development. This book covered topics including • Green Networks • Artificial Intelligence for Sustainability• Environment Informatics• Computing Technologies