Artificial Intelligence And Computer Vision Technologies For Ecological Informatics
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Artificial Intelligence And Computer Vision For Ecological Informatics
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Author : Siddharth Singh Chouhan
language : en
Publisher: CRC Press
Release Date : 2025-08-27
Artificial Intelligence And Computer Vision For Ecological Informatics written by Siddharth Singh Chouhan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-27 with Technology & Engineering categories.
Ecological informatics, more commonly known as Ecoinformatics, is the study of environmental sciences and ecological information. It is an emerging interdisciplinary framework for the management, analysis, and synthesis of ecological data with the help of advanced computational intelligence algorithms. Management in this context is data acquisition, preprocessing, and sharing the data. Analysis and synthesis are the process of extracting useful information and forecasting with the help of intelligent algorithms. The aim of this book is to encapsulate concepts and theories of artificial intelligence and computer vision algorithms used for the evaluation of various ecological informatics applications. It focuses on soft computing, machine learning, deep learning, artificial intelligence, bio-inspired algorithms, data analysis tools, data visualization tools, and computer vision algorithms used in ecological informatics. The book covers remote sensing applications, water bodies evaluation, agriculture mapping, aquatic mapping, forest management, and terrestrial ecosystems. The book will be useful to students, researchers, scientists, and field experts in directing their work towards this domain, to deliver and design models and prototypes for the benefit of society and the environment.
Reshaping Environmental Science Through Machine Learning And Iot
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Author : Gupta, Rajeev Kumar
language : en
Publisher: IGI Global
Release Date : 2024-05-06
Reshaping Environmental Science Through Machine Learning And Iot written by Gupta, Rajeev Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-06 with Technology & Engineering categories.
In the face of escalating environmental challenges such as climate change, air and water pollution, and natural disasters, traditional approaches to understanding and addressing these issues have yet to be proven sufficient. Academic scholars are compelled to seek innovative solutions that marry digital intelligence and natural ecosystems. Reshaping Environmental Science Through Machine Learning and IoT serves as a comprehensive exploration into the transformative potential of Machine Learning (ML) and the Internet of Things (IoT) to address critical environmental challenges. The book establishes a robust foundation in ML and IoT, explaining their relevance to environmental science. As the narrative unfolds, it delves into diverse applications, providing theoretical insights alongside practical knowledge. From interpreting weather patterns to predicting air and water quality, the book navigates through the intricate web of environmental complexities. Notably, it unveils approaches to disaster management, waste sorting, and climate change monitoring, showcasing the symbiotic relationship between digital intelligence and natural ecosystems. This book is ideal for audiences from students and researchers to data scientists and disaster management professionals with a nuanced understanding of IoT, ML, and Artificial Intelligence (AI).
Non Fungible Tokens Nfts In Smart Cities Advancements And Security Challenges
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Author : Khalil, Usman
language : en
Publisher: IGI Global
Release Date : 2025-07-28
Non Fungible Tokens Nfts In Smart Cities Advancements And Security Challenges written by Khalil, Usman and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-28 with Computers categories.
The overarching aim of smart city architecture is to harmonize real-time response applications, but the complex cyber-physical environment introduces security challenges that could potentially compromise the data of individuals, systems, and processes. Although numerous centralized and decentralized architectural approaches have emerged to support the realization of smart cities, persistent concerns center around issues such as digital ownership of IoT assets, traceability, scalability, security services, platform compatibility, and resource management. Non-fungible tokens (NFTs) represent a shift in ownership and trade perception in the digital world. While NFTs are renowned for representing unique and non-interchangeable data units on a digital ledger, their potential to digitize IoT assets in the cyber-physical systems of smart cities remains underdeveloped. Non-Fungible Tokens (NFTs) in Smart Cities: Advancements and Security Challenges examines NFT-based mechanisms by introducing new attributes and functions to define assets which results in the identification of the IoT assets in the cyber-physical systems (CPSs) for smart cities. Additionally, it dives into NFTs and their broader applications. Covering topics such as decentralized principles, urban connectivity, and deepfakes, this book is an excellent resource for technology developers, computer engineers, urban planners, policymakers, professionals, researchers, scholars, academicians, and more.
Factoring Technology In Global Sustainability
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Author : Wasswa Shafik
language : en
Publisher: Springer Nature
Release Date : 2025-06-11
Factoring Technology In Global Sustainability written by Wasswa Shafik and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-11 with Business & Economics categories.
This book explores the critical role of technology in advancing the United Nations' 2030 Agenda for Sustainable Development. With the world facing pressing challenges like climate change, poverty, and environmental degradation, innovations such as artificial intelligence, big data, the Internet of Things, blockchain, and renewable energy are increasingly shaping global efforts to achieve the Sustainable Development Goals (SDGs). The book examines how these technologies are transforming key sectors, from agriculture and healthcare to energy and education, offering practical solutions to complex global problems. By focusing on each SDG, it provides a thorough look at how technological advancements are being applied to drive sustainable development. Through real-world case studies, the book discusses the practical challenges of scaling and financing these technologies while highlighting the importance of governance, policy, and international cooperation in their success. It also explores how governments, businesses, and global institutions can leverage these innovations to build more resilient and inclusive societies. This book is intended for scholars, policymakers, entrepreneurs, and professionals in sustainability who are seeking a deeper understanding of how technology can be integrated into strategies for achieving the SDGs. As the 2030 deadline approaches, it also offers insights into future trends and emerging technologies that will shape a more sustainable and equitable world in the years to come.
Artificial Intelligence Tools And Technologies For Smart Farming And Agriculture Practices
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Author : Gupta, Rajeev Kumar
language : en
Publisher: IGI Global
Release Date : 2023-06-27
Artificial Intelligence Tools And Technologies For Smart Farming And Agriculture Practices written by Gupta, Rajeev Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-27 with Business & Economics categories.
There are various factors that influence the quality and quantity of agricultural products; among them, weather conditions play the most significant role in agriculture. More reliable weather forecasting enables farmers to make important planting and harvesting decisions that can enhance agricultural yield. Thus, there is a dire need to combine all available modern technologies and agricultural science for economic and environmentally sustainable crop production. In this direction, artificial intelligence (AI) serves as a budding solution in the domain of agriculture practices. Artificial Intelligence Tools and Technologies for Smart Farming and Agriculture Practices discusses various tools and technologies that can be used in smart farming and agriculture practice and explores the role of different emerging technologies like the internet of things, big data, machine learning, deep learning, and AI from agricultural prospects. Covering key topics such as farming, pests, soil, and weeds, this premier reference source is ideal for environmentalists, farmers, agriculturalists, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.
Methodologies Frameworks And Applications Of Machine Learning
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Author : Srivastava, Pramod Kumar
language : en
Publisher: IGI Global
Release Date : 2024-03-22
Methodologies Frameworks And Applications Of Machine Learning written by Srivastava, Pramod Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-22 with Computers categories.
Technology is constantly evolving, and machine learning is positioned to become a pivotal tool with the power to transform industries and revolutionize everyday life. This book underscores the urgency of leveraging the latest machine learning methodologies and theoretical advancements, all while harnessing a wealth of realistic data and affordable computational resources. Machine learning is no longer confined to theoretical domains; it is now a vital component in healthcare, manufacturing, education, finance, law enforcement, and marketing, ushering in an era of data-driven decision-making. Academic scholars seeking to unlock the potential of machine learning in the context of Industry 5.0 and advanced IoT applications will find that the groundbreaking book, Methodologies, Frameworks, and Applications of Machine Learning, introduces an unmissable opportunity to delve into the forefront of modern research and application. This book offers a wealth of knowledge and practical insights across a wide array of topics, ranging from conceptual frameworks and methodological approaches to the application of probability theory, statistical techniques, and machine learning in domains as diverse as e-government, healthcare, cyber-physical systems, and sustainable development, this comprehensive guide equips you with the tools to navigate the complexities of Industry 5.0 and the Internet of Things (IoT).
Proceedings Of The First International Conference On Advances In Computer Vision And Artificial Intelligence Technologies Acvait 2022
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Author : Ramesh Manza
language : en
Publisher: Springer Nature
Release Date : 2023-07-25
Proceedings Of The First International Conference On Advances In Computer Vision And Artificial Intelligence Technologies Acvait 2022 written by Ramesh Manza and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-25 with Computers categories.
This is an open access book. The first international Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022) is a biennial conference organized by Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad (MS) India, during August 1–2, 2022. ACVAIT 2022, is dedicated towards advances in the theme areas of Computer Vision, Image Processing, Pattern Recognition, Artificial Intelligence, Machine Learning, Human Computer Interactions, Biomedical Image Processing, Geospatial Technology, Hyperspectral image processing and allied technologies but not limited to. ACVAIT 2022, invites young and/or advanced researchers contributing in the theme area of the conference and also provide them platform for discussing their scientific contributions / research findings with the domain experts, exchange ideas with them and foster closer collaboration between members from the top universities / Higher Education Institutes (HEI). ACVAIT 2022, inviting domain specific work from research scholars, academician, machine learning & AI scientist, industry experts to contribute their scientific contribution in the following areas but not limited to. • Shape representation• Biometrics: face matching, iris recognition, footprint verification and many more.• Statistical, Structural and syntactic pattern recognition• Brain Computer Interface and Human Computer Interactions• Feature extraction and reduction• Biomedical Image Processing• Color and texture analysis• Speech analysis and understanding• Image segmentation• Speaker verification & Synthesis• Image compression, coding and encryption• Clustering and classification• Object recognition, scene understanding and video analytics• Machine learning algorithms • Image matching (pattern matching)• Extreme learning machine• Content based image retrieval and indexing• Artificial Intelligence Trends in Deep learning• Optical character recognition• Big data• Image & Video Forensics• Information retrieval• Pattern recognition and machine learning for Internet of Things• Data mining and Data Analytics• Pattern classification through Sensors• Pattern Recognition for Hyper Spectral Imaging• Satellite Image Processing
Emerging Trends In Cloud Computing Analytics Scalability And Service Models
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Author : Darwish, Dina
language : en
Publisher: IGI Global
Release Date : 2024-01-25
Emerging Trends In Cloud Computing Analytics Scalability And Service Models written by Darwish, Dina and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-25 with Computers categories.
Academic scholars and industry professionals alike face the formidable challenge of staying informed about emerging trends and innovations in cloud computing. The expansive realm of cloud technology has been the catalyst for several transformative changes across industries, offering unparalleled opportunities for optimization and innovation. However, even seasoned experts may find themselves daunted by the intricate web of new technologies, including green cloud computing, edge computing, cryptography in the cloud, load balancing strategies, and cloud analytics insights. Emerging Trends in Cloud Computing: Analytics, Scalability, and Service Models provides academic scholars and industry professionals with a comprehensive exploration of these critical cloud computing topics and more. This invaluable resource provides clarity and insight, serving as a guiding beacon in the ever-evolving world of cloud technology. Whether you're seeking to understand the intricacies of cloud security solutions, the nuances of scalability in cloud computing, or the various service models in the cloud, this book empowers you to navigate this dynamic field with confidence and expertise.
Digital Transformation In Healthcare 5 0
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Author : Rishabha Malviya
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-05-06
Digital Transformation In Healthcare 5 0 written by Rishabha Malviya and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-06 with Computers categories.
"Digital Transformation in Healthcare 5.0: IoT, AI, and Digital Twin" provides a comprehensive overview of the integration of cutting-edge technology with healthcare, from the Fourth Industrial Revolution (4IR) to the introduction of IoT, AI, and Digital Twin technologies. This in-depth discussion of the digital revolution expanding the healthcare industry covers a wide range of topics, including digital disruption in healthcare delivery, the impact of 4IR and Health 4.0, e-health services and applications, virtual reality's impact on accessible healthcare delivery, digital twins and dietary health technologies, big data analytics in healthcare systems, machine learning models for cost-effective healthcare delivery systems, affordable healthcare with machine learning, enhanced biomedical signal processing with machine learning, and data-driven AI for information retrieval of biomedical images.
Global Sustainable Transition With Inclusion
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Author : Wasswa Shafik
language : en
Publisher: Springer Nature
Release Date : 2025-06-16
Global Sustainable Transition With Inclusion written by Wasswa Shafik and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-16 with Business & Economics categories.
This book provides a comprehensive exploration of inclusive, sustainable development, emphasizing the critical need to integrate the perspectives and needs of people with disabilities and marginalized communities into the global sustainability transition to a sustainable future. Through highlighting the intersectionality of identity and the unique challenges faced by these groups, the book addresses a pressing issue: the often-overlooked barriers that hinder their full participation in sustainable transitions. Organized into three parts, the book first contextualizes the relationship between sustainability and inclusion. It delves into the historical and theoretical frameworks that shape our understanding of marginalization, exploring how disability intersects with various social identities. This foundation sets the stage for an in-depth analysis of the United Nations Sustainable Development Goals (SDGs) and the ways in which they can be made more inclusive, ensuring that no one is left behind. The second part identifies and examines the myriad barriers to inclusion within sustainable practices. It addresses structural, socioeconomic, and cultural obstacles that perpetuate exclusion while also critiquing existing policy frameworks for their limitations in addressing the needs of marginalized populations. Through case studies, the book highlights successful initiatives and innovative practices that promote accessibility and equity, mainly through the use of assistive technologies and community engagement. In the final section, the book outlines actionable strategies for fostering inclusive, sustainable development. It emphasizes the importance of community engagement, participatory decision-making, and the empowerment of marginalized voices. Additionally, it discusses metrics for monitoring and evaluating the impact of sustainability initiatives on people with disabilities, providing a framework for accountability and continuous improvement. This book aims to bridge the gap between sustainability and social justice, offering a roadmap for stakeholders, policymakers, and practitioners committed to creating a more inclusive world. This book targets academics, policymakers, non-profit societies, and activists working at the intersection of sustainability and social equity and serves as a vital resource for those seeking to understand and promote inclusive practices in the global sustainable transition.