Data Centric Artificial Intelligence For Multidisciplinary Applications
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Data Centric Artificial Intelligence For Multidisciplinary Applications
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Author : Parikshit N Mahalle
language : en
Publisher: CRC Press
Release Date : 2024-06-06
Data Centric Artificial Intelligence For Multidisciplinary Applications written by Parikshit N Mahalle and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-06 with Computers categories.
This book explores the need for a data‐centric AI approach and its application in the multidisciplinary domain, compared to a model‐centric approach. It examines the methodologies for data‐centric approaches, the use of data‐centric approaches in different domains, the need for edge AI and how it differs from cloud‐based AI. It discusses the new category of AI technology, "data‐centric AI" (DCAI), which focuses on comprehending, utilizing, and reaching conclusions from data. By adding machine learning and big data analytics tools, data‐centric AI modifies this by enabling it to learn from data rather than depending on algorithms. It can therefore make wiser choices and deliver more precise outcomes. Additionally, it has the potential to be significantly more scalable than conventional AI methods. • Includes a collection of case studies with experimentation results to adhere to the practical approaches • Examines challenges in dataset generation, synthetic datasets, analysis, and prediction algorithms in stochastic ways • Discusses methodologies to achieve accurate results by improving the quality of data • Comprises cases in healthcare and agriculture with implementation and impact of quality data in building AI applications
Data Centric Artificial Intelligence A Beginner S Guide
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Author : Parikshit N. Mahalle
language : en
Publisher: Springer Nature
Release Date : 2023-10-10
Data Centric Artificial Intelligence A Beginner S Guide written by Parikshit N. Mahalle and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-10 with Technology & Engineering categories.
This book discusses the best research roadmaps, strategies, and challenges in data-centric approach of artificial intelligence (AI) in various domains. It presents comparative studies of model-centric and data-centric AI. It also highlights different phases in data-centric approach and data-centric principles. The book presents prominent use cases of data-centric AI. It serves as a reference guide for researchers and practitioners in academia and industry.
Blockchain And Digital Twin Applications In Smart Agriculture
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Author : Amit Kumar Tyagi
language : en
Publisher: CRC Press
Release Date : 2025-04-17
Blockchain And Digital Twin Applications In Smart Agriculture written by Amit Kumar Tyagi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-17 with Technology & Engineering categories.
Blockchain and Digital Twin Applications in Smart Agriculture presents scenarios, solutions, applications to optimize crop management, improve resource allocation, and enhance sustainability in modern farming practices. It examines how blockchain and digital twin technology could enable farmers and stakeholders to create virtual, data-driven replicas of their agricultural operations while leveraging the security and transparency of blockchain technology. Highlights of the book include: An immutable blockchain ledger for storing and sharing agricultural data securely Decentralized data management to share data among such stakeholders as farmers, suppliers, distributors, and consumers Supply chain transparency to ensure product authenticity, reduce food fraud, and protect consumers Solutions to improve the allocation of such resources as water, fertilizer, and labor to reduce costs and improve productivity. The book helps researchers and academics develop solutions that can transition the agricultural industry into a more data-driven, sustainable, and transparent future. It explains how creating digital twins of agricultural operations and securing data through blockchain can enhance the ability to make informed decisions, reduce waste, and ensure that agriculture practices are more efficient and environmentally responsible. Featuring practical applications and case studies, the book provides a roadmap to farming that is smart, data-driven, and more.
Ai And Green Technology Applications In Society
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Author : Kumar, Rajeev
language : en
Publisher: IGI Global
Release Date : 2024-11-29
Ai And Green Technology Applications In Society written by Kumar, Rajeev and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Computers categories.
Artificial intelligence (AI) and green technology are increasingly intertwined, playing a critical role in driving sustainable solutions across various sectors of society. AI-powered systems optimize energy consumption by predicting demand and enhancing the efficiency of renewable energy sources like solar and wind power. In agriculture, AI enables precision farming, reducing waste, and conserving resources by analyzing soil conditions, weather patterns, and crop health. Additionally, AI contributes to the development of smart cities, where it helps reduce carbon emissions through traffic optimization, energy-efficient buildings, and sustainable waste management. Combined with green technologies, AI accelerates innovation, fostering a more sustainable and eco-conscious society. AI and Green Technology Applications in Society explores the intersection of AI and sustainable technologies, detailing how AI is driving innovation in environmental conservation and energy efficiency. It further delves into ethical implications, challenges, and the future potential of integrating AI with green technologies to promote a sustainable and eco-friendly future. Covering topics such as climate change, precision agriculture, and smart cities, this book is an excellent resource for AI researchers, policymakers, sustainability professionals, academicians, graduate and postgraduate students, and more.
Agriculture 4 0
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Author : Sheetanshu Gupta
language : en
Publisher: CRC Press
Release Date : 2024-12-06
Agriculture 4 0 written by Sheetanshu Gupta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-06 with Technology & Engineering categories.
With the convergence of the Internet of Things (IoT) and Artificial Intelligence (AI), the traditional methods of farming are undergoing transformation. By harnessing the power of data-driven insights and automation, farmers can now make informed decisions in real time, optimize resource utilization, and mitigate risks associated with crop management and livestock welfare. This book serves as a guide to the integration of IoT and AI in agriculture and discusses the methodologies, applications, and challenges in this rapidly evolving field. It details various aspects of smart farming—from crop monitoring and precision agriculture to livestock management and food supply chain transparency—and provides insight into the potential of IoT and AI to revolutionize agricultural practices and address the global challenges of food security, environmental sustainability, and economic development. Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan or Bhutan)
Modern Digital Approaches To Care Technologies For Individuals With Disabilities
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Author : Rathi, Snehal Rahul
language : en
Publisher: IGI Global
Release Date : 2025-04-11
Modern Digital Approaches To Care Technologies For Individuals With Disabilities written by Rathi, Snehal Rahul and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-11 with Medical categories.
The quality of life of individuals with disabilities may be enhanced by integrating cutting-edge solutions that are smart, modern and intelligent. Through the incorporation of digital technologies, the initiative seeks to provide a comprehensive and efficient clinical care system that is customized to fit the specific requirements of people with disabilities by utilizing digital technology. By adopting a contemporary, smart, and digital strategy, this effort has the potential to revolutionize the landscape of clinical disability support. Ultimately, the influence of this effort goes beyond individual empowerment, contributing to a more compassionate and technologically advanced society that appreciates and promotes the capacities of all people. Modern Digital Approaches to Care Technologies for Individuals With Disabilities discusses a sensible, modern and intelligent perspective on leveraging smart and digital technologies for the clinical care of people with impairments. It strives to reduce obstacles and promote inclusion by streamlining clinical care procedures, enhancing communication, and providing targeted support via smart solutions. Covering topics such as drug dispensing, medical emergencies, and maternal care, this book is an excellent resource for physicians, nurses, therapists, care givers, support personnel, policymakers, rehabilitation practitioners, professionals, researchers, scholars, academicians, and more.
Frontiers Of Artificial Intelligence Ethics And Multidisciplinary Applications
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Author : Mina Farmanbar
language : en
Publisher: Springer Nature
Release Date : 2024-02-24
Frontiers Of Artificial Intelligence Ethics And Multidisciplinary Applications written by Mina Farmanbar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-24 with Business & Economics categories.
This groundbreaking proceedings volume explores the integration of Artificial Intelligence (AI) across key domains—healthcare, finance, education, robotics, industrial and other engineering applications —unveiling its transformative potential and practical implications. With a multidisciplinary lens, it transcends technical aspects, fostering a comprehensive understanding while bridging theory and practice. Approaching the subject matter with depth, the book combines theoretical foundations with real-world case studies, empowering researchers, professionals, and enthusiasts with the knowledge and tools to effectively harness AI. Encompassing diverse AI topics—machine learning, natural language processing, computer vision, data analytics and supervisory control — the volume showcases state-of-the-art techniques propelling AI advancements. Structured into four parts: Part 1: Artificial Intelligence (AI), explores evolving deep neural networks, reinforcement learning, and explainable AI, providing a deep dive into the technical foundations of AI advancements. Part 2: Robotics and Control Systems, delves into the integration of AI in robotics and automatic control, addressing supervisory control, automated robotic movement coordination, anomaly detection, dynamic programming, and fault tolerance, offering insights into the evolving landscape of intelligent automation. Part 3: AI and Society, examines the societal impact of AI through chapters on ethical considerations, economic growth, environmental engagements, and hazard management, providing a holistic perspective on AI's role in shaping society. Part 4: PhD Symposium, presents the future of AI through cutting-edge research, covering legal and ethical dimensions, privacy considerations, and computationally efficient solutions, offering a glimpse into the next generation of AI advancements. Catering to a diverse audience—from industry leaders to students—the volume consolidates the expertise of renowned professionals, serving as a comprehensive resource for navigating the ever-evolving AI landscape. An essential reference for those staying at the forefront of AI developments.
Data Centric Business And Applications
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Author : Peter Madzík
language : en
Publisher: Springer Nature
Release Date : 2025-07-19
Data Centric Business And Applications written by Peter Madzík and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-19 with Computers categories.
This book provides a comprehensive insight into contemporary management challenges shaped by digital transformation, operational excellence, and data-driven human resource strategies. It presents innovative frameworks for decision-making, workforce optimization, and financial innovation by integrating theoretical perspectives with real-world applications. With contributions from international scholars, it offers fresh perspectives on emerging technologies, sustainability, and business intelligence. Designed for academics, professionals, and policymakers, the book serves as a valuable resource for understanding and implementing effective management strategies in the digital era.
Data Centric Ai Solutions And Emerging Technologies In The Healthcare Ecosystem
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Author : Alex Khang
language : en
Publisher: CRC Press
Release Date : 2023-10-12
Data Centric Ai Solutions And Emerging Technologies In The Healthcare Ecosystem written by Alex Khang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-12 with Technology & Engineering categories.
The book offers insight into the healthcare system by exploring emerging technologies and AI-based applications and implementation strategies. It includes current developments for future directions as well as covering the concept of the healthcare system along with its ecosystem. Data-Centric AI Solutions and Emerging Technologies in the Healthcare Ecosystem focuses on the mechanisms of proposing and incorporating solutions along with architectural concepts, design principles, smart solutions, decision-making process, and intelligent predictions. It offers state-of-the-art approaches for overall innovations, developments, and implementation of the smart healthcare ecosystem and highlights medical signal and image processing algorithms, healthcare-based computer vision systems, and discusses explainable AI (XAI) techniques for healthcare. This book will be useful to researchers involved in AI, IoT, Data, and emerging technologies in the medical industry. It is also suitable as supporting material for undergraduate and graduate-level courses in related engineering disciplines.
Citizen Centric Artificial Intelligence For Smart Cities
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Author : Sharma, Ashok
language : en
Publisher: IGI Global
Release Date : 2025-05-07
Citizen Centric Artificial Intelligence For Smart Cities written by Sharma, Ashok and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-07 with Political Science categories.
Artificial Intelligence (AI) has transformative potential in shaping the future of urban living. AI-driven initiatives are revolutionizing various aspects of smart city development, from infrastructure optimization to environmental sustainability. At the heart of this lies the concept of citizen-centric design, where AI technologies are harnessed to prioritize the needs, preferences, and well-being of urban communities across key domains such as transportation, energy management, public safety, healthcare, and governance. An emphasis on ethical considerations in AI deployment, including privacy protection, transparency, accountability, and inclusivity, is critical for ensuring that AI technologies are developed and deployed in a manner that respects the rights and dignity of urban residents. Citizen-Centric Artificial Intelligence for Smart Cities provides insights into the role of AI in shaping smart city development and offers policy recommendations for leveraging AI to improve urban governance, service delivery, and citizen engagement. This comprehensive analysis uncovers the ways in which AI-based services are reshaping the urban landscape and empowering citizens to actively participate in the co-creation of their cities, inspiring the exploration of new avenues and the development of innovative solutions to address urban challenges. Covering topics such as robotic communication, disaster situational awareness, and data governance, this book is an excellent resource for policymakers, government officials, computer scientists, professionals, researchers, scholars, academicians, and more.