Handbook of Research on Machine Learning-Enabled IoT for Smart Applications Across Industries
Handbook of Research on Machine Learning-Enabled IoT for Smart Applications Across Industries

Author: Goel, Neha

Publisher: IGI Global

Published: 2023-07-03

Total Pages: 570

ISBN-13: 166848787X

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Machine learning (ML) and the internet of things (IoT) are the top technologies used by businesses to increase efficiency, productivity, and competitiveness in this fast-paced digital era transformation. ML is the key tool for fast processing and decision making applied to smart city applications and next-generation IoT devices, which require ML to satisfy their working objective. IoT technology has proven efficient in solving many real-world problems, and ML algorithms combined with IoT means the fusion of product and intelligence to achieve better automation, efficiency, productivity, and connectivity. The Handbook of Research on Machine Learning-Enabled IoT for Smart Applications Across Industries highlights the importance of ML for IoT’s success and diverse ML-powered IoT applications. This book addresses the problems and challenges in energy, industry, and healthcare and solutions proposed for ML-enabled IoT and new algorithms in ML. It further addresses their accuracy for existing real-time applications. Covering topics such as agriculture, pattern recognition, and smart applications, this premier reference source is an essential resource for engineers, scientists, educators, students, researchers, and academicians.

Bioactive Glasses and Glass-Ceramics
Bioactive Glasses and Glass-Ceramics

Author: Francesco Baino

Publisher: John Wiley & Sons

Published: 2022-06-17

Total Pages: 904

ISBN-13: 111972466X

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Bioactive Glasses and Glass-Ceramics Fundamentals and Applications A Comprehensive and Critical Overview of Bioactive Glasses and Glass-Ceramics Bioactive glasses and glass-ceramics are a versatile class of biocompatible materials that have an astonishing impact in biomedicine. Bioactive Glasses and Glass-Ceramics: Fundamentals and Applications presents topics on the functional properties, processing, and applications of bioactive glasses and glass-ceramics. The primary use of bioactive glasses and glass-ceramics is to repair bone and dental defects; however, their full potential is yet to be fulfilled. Many of today’s achievements in regenerative medicine and soft tissue healing were unthinkable when research began. As a result, the research involving bioactive glasses and glass-ceramics is highly stimulating and continuously progresses across many different disciplines including chemistry, materials science, bioengineering, biology, and medicine. Topics relating to these disciplines and covered within the work include: Fundamentals on bioactive glasses and glass-ceramics, bioactive glasses in today’s market, and improvements and challenges for the future Scalability and other issues when taking bioactive glass from lab to industry/commercialization applications, plus clinical challenges Trending topics such as bioactive glass porous scaffolds, additive manufacturing of bioactive glasses, and nano-engineering of bioactive glasses The various bioactive glass compositions which have been developed as medical products in an expanding range of forms and applications Bioactive Glasses and Glass-Ceramics: Fundamentals and Applications serves as a comprehensive and complete reference work on bioactive glasses and glass-ceramics for research and development (R&D) materials scientists, surgeons, and physicians, and leadership at glass and medical companies. Students and professors in fields of study pertaining to the aforementioned disciplines will also derive value from the work.

Perspectives and Considerations on the Evolution of Smart Systems
Perspectives and Considerations on the Evolution of Smart Systems

Author: Habib, Maki K.

Publisher: IGI Global

Published: 2023-08-01

Total Pages: 435

ISBN-13: 166847686X

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Smart systems are rapidly evolving and finding ways to influence different aspects of human life, industry, and the environment. Smart systems based on available data should have the ability to predict and be adaptive, which leads to performing reliable, smart actions. Smartness and learning capabilities are essential characteristics describing smart systems besides connectivity and digital virtual cloudification technologies. Perspectives and Considerations on the Evolution of Smart Systems discusses the latest edge development that informs and facilitates the next level of development. It highlights how the evolving technologies and techniques are going to impact the developments in the field considering climate, environment, circular economy, and ecosystems. Covering topics such as dynamic difficulty adjustment, intelligent control, and serious games, this premier reference source is an excellent resource for engineers, computer scientists, IT professionals, developers, data analysts, students and educators of higher education, librarians, researchers, and academicians.

Smart and Sustainable Applications of Nanocomposites
Smart and Sustainable Applications of Nanocomposites

Author: Garg, Rajni

Publisher: IGI Global

Published: 2024-02-08

Total Pages: 409

ISBN-13:

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In the evolving world of industrial materials, conventional choices have proved to be insufficient to meet the demands of contemporary applications. With the introduction of Nanoscience and Nanotechnology, groundbreaking synthesis approaches are crafting nanocomposites with unprecedented versatility. Smart and Sustainable Applications of Nanocomposites delves into this research, exploring the bioinspired synthesis of nanocomposites and their multi-dimensional applications across diverse industries. This book addresses the escalating challenges faced by the nano-industry, such as the widening application window requiring additional properties like high modulus, flame retardation, UV resistance, and more. The book champions the development of environmentally friendly nanocomposites, ushering in the next generation of nanomaterials by reinforcing fibers, whiskers, or nano clays. Unique substitutes like ceramic, agricultural waste, and polymer–layered silicate nanocomposites are thoroughly examined for their exceptional physical, chemical, and physicochemical properties. From triobiological applications to the synthesis of bio-nanocoating, the book spans an array of subjects, each chapter revealing the potential applications of nanotechnology and nanocoatings in diverse fields. It highlights the ethical and environmental implications of this burgeoning technology, making it a crucial resource for students, researchers, academicians, and industry professionals.

Applications of Artificial Intelligence, Big Data and Internet of Things in Sustainable Development
Applications of Artificial Intelligence, Big Data and Internet of Things in Sustainable Development

Author: Sam Goundar

Publisher: CRC Press

Published: 2022-10-19

Total Pages: 361

ISBN-13: 1000652513

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This book focuses on different algorithms and models related to AI, big data and IoT used for various domains. It enables the reader to have a broader and deeper understanding of several perspectives regarding the dynamics, challenges, and opportunities for sustainable development using artificial intelligence, big data and IoT. Applications of Artificial Intelligence, Big Data and Internet of Things (IoT) in Sustainable Development focuses on IT-based advancements in multidisciplinary fields such as healthcare, finance, bioinformatics, industrial automation, and environmental science. The authors discuss the key issues of security, management, and the realization of possible solutions to hurdles in sustainable development. The reader will master basic concepts and deep insights of various algorithms and models for various applications such as healthcare, finance, education, smart cities, smart cars, among others. Finally, the book will also examine the applications and implementation of big data IoT, AI strategies to facilitate the sustainable development goals set by the United Nations by 2030. This book is intended to help researchers, academics, and policymakers to analyze the challenges and future aspects for maintaining sustainable development through IoT, big data, and AI.

Fuzzy Optimization Techniques in the Areas of Science and Management
Fuzzy Optimization Techniques in the Areas of Science and Management

Author: Santosh Kumar Das

Publisher: CRC Press

Published: 2022-10-17

Total Pages: 201

ISBN-13: 1000718719

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This book helps to enhance the application of fuzzy logic optimization in the areas of science and engineering. It includes implementation and models and paradigms, such as path planning and routing design for different wireless networks, organization behavior strategies models, and so forth. It also: Explains inventory control management, uncertainties management, loss minimization, game optimization, data analysis and prediction, different decision-making system and management, and so forth Describes applicability of fuzzy optimization techniques in areas of science and management Resolves several issues based on uncertainty using member function Helps map different problems based on mathematical models Includes issues and problems based on linear and nonlinear optimizations Focuses on management science such as manpower management and inventory planning This book is aimed at researchers and graduate students in signal processing, power systems, systems and industrial engineering, and computer networks.