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Books in Computer science

The Computing collection presents a range of foundational and applied content across computer and data science, including fields such as Artificial Intelligence; Computational Modelling; Computer Networks, Computer Organization & Architecture, Computer Vision & Pattern Recognition, Data Management; Embedded Systems & Computer Engineering; HCI/User Interface Design; Information Security; Machine Learning; Network Security; Software Engineering.

BooksJournals

    • Machine Learning for Low-Latency Communications

      • 1st Edition
      • October 10, 2024
      • Yong Zhou + 4 more
      • English
      • Paperback
        9 7 8 0 4 4 3 2 2 0 7 3 9
      • eBook
        9 7 8 0 4 4 3 2 2 0 7 4 6
      Machine Learning for Low-Latency Communications presents the principles and practice of various deep learning methodologies for mitigating three critical latency components: access latency, transmission latency, and processing latency. In particular, the book develops learning to estimate methods via algorithm unrolling and multiarmed bandit for reducing access latency by enlarging the number of concurrent transmissions with the same pilot length. Task-oriented learning to compress methods based on information bottleneck are given to reduce the transmission latency via avoiding unnecessary data transmission.Lastly, three learning to optimize methods for processing latency reduction are given which leverage graph neural networks, multi-agent reinforcement learning, and domain knowledge. Low-latency communications attracts considerable attention from both academia and industry, given its potential to support various emerging applications such as industry automation, autonomous vehicles, augmented reality and telesurgery. Despite the great promise, achieving low-latency communications is critically challenging. Supporting massive connectivity incurs long access latency, while transmitting high-volume data leads to substantial transmission latency.

    • High Performance Computing

      • 2nd Edition
      • September 19, 2024
      • Thomas Sterling + 2 more
      • English
      • Paperback
        9 7 8 0 1 2 8 2 3 0 3 5 0
      • eBook
        9 7 8 0 3 2 3 9 0 2 1 2 0
      Performance Computing: Modern Systems and Practices is a fully comprehensive and easily accessible treatment of high performance computing, covering fundamental concepts and essential knowledge while also providing key skills training. With this book, students will begin their careers with an understanding of possible directions for future research and development in HPC, domain scientists will learn how to use supercomputers as a key tool in their quest for new knowledge, and practicing engineers will discover how supercomputers can employ HPC systems and methods to the design and simulation of innovative products.This new edition has been fully updated, and has been reorganized and restructured to improve accessibility for undergraduate students while also adding trending content such as machine learning and a new chapter on CUDA.

    • Biomedical Robots and Devices in Healthcare

      • 1st Edition
      • November 14, 2024
      • Faiz Iqbal + 3 more
      • English
      • Hardback
        9 7 8 0 4 4 3 2 2 2 0 6 1
      • eBook
        9 7 8 0 4 4 3 2 2 2 0 7 8
      Biomedical Robots and Devices in Healthcare: Opportunities and Challenges for Future Applications explores recent advances and challenges involved in using these techniques in healthcare and biomedical engineering, offering insights and guidance to researchers, professionals, and graduate students interested in this area. The book covers key topics such as the current state-of-the-art in biomedical robotics and devices, the role of emerging technologies like artificial intelligence and machine learning, rehabilitation robotics, and the optimization techniques for optimal design and control. The book concludes by exploring the potential future developments and trends in the field of biomedical robotics and devices and their healthcare implications.

    • IoMT Applications in Healthcare 5.0

      • 1st Edition
      • November 5, 2024
      • Bitan Misra + 2 more
      • English
      • Paperback
        9 7 8 0 4 4 3 3 0 1 5 7 5
      • eBook
        9 7 8 0 4 4 3 3 0 1 5 8 2
      IoMT Applications in Healthcare 5.0 introduces the concept of Healthcare 5.0, emphasizing the transformative potential of intelligent diagnosis, remote treatment, and smart health management. Sections define IoMT and its multi-tiered architecture, discussing its pivotal role in improving electronic device productivity in healthcare, explore IoMT applications in Healthcare 5.0, discuss remote physical therapy using IoMT in Healthcare 5.0, delve into the security and privacy considerations of IoMT in healthcare, and address how to overcome challenges and future directions in IoMT. The book concludes by summarizing key findings, providing a comprehensive overview of the discussed topics.Written by experts in the field, this is a key text for Biomedical Engineers, Data Scientists, and IoT Developers and specialists who work in the Internet of Medical Things. Graduate students of IoT engineering, biology, biostatistics, biomedical sciences, bioinformatics, health-informatics, and Interdisciplinary sciences will also find this an invaluable resource.

    • Gesture Recognition

      • 1st Edition
      • July 9, 2024
      • Qiguang Miao + 3 more
      • English
      • Paperback
        9 7 8 0 4 4 3 2 8 9 5 9 0
      • eBook
        9 7 8 0 4 4 3 2 8 9 6 0 6
      Gesture Recognition: Theory and Applications covers this important topic in computer science and language technology that has a goal of interpreting human gestures via mathematical algorithms. The book begins by examining the computer vision-based gesture recognition method, focusing on the theory and related research results of various recent gesture recognition technologies. The book takes the evolutions of gesture recognition technology as a clue, systematically introducing gesture recognition methods based on handcrafted features, convolutional neural networks, recurrent neural networks, multimodal data fusion, and visual attention mechanisms.Three gesture recognition-based HCI (Human Computer Interaction) practical cases are introduced. Finally, the book looks at emerging research trends and application.

    • Intelligent Biomedical Technologies and Applications for Healthcare 5.0

      • 1st Edition
      • Volume 16
      • October 17, 2024
      • Lalit Garg + 3 more
      • English
      • Paperback
        9 7 8 0 4 4 3 2 2 0 3 8 8
      • eBook
        9 7 8 0 4 4 3 2 2 0 3 9 5
      Intelligent Biomedical Technologies and Applications for Healthcare 5.0, Volume Sixteen covers artificial health intelligence, biomedical image analysis, 5G, the Internet of Medical Things, intelligent healthcare systems, and extended health intelligence (EHI). This volume contains four sections. The focus of the first section is health data analytics and applications. The second section covers research on information exchange and knowledge sharing. The third section is on the Internet of Things (IoT) and the Internet of Everything (IoE)-based solutions. The final section focuses on the implementation, assessment, adoption, and management of healthcare informatics solutions.This new volume in the Advances in Ubiquitous Sensing Applications for Healthcare series focuses on innovative methods in the healthcare industry and will be useful for biomedical engineers, researchers, and students working in interdisciplinary fields of research. This volume bridges these newly developing technologies and the medical community in the rapidly developing healthcare world, introducing them to modern healthcare advances such as EHI and Smart Healthcare Systems.

    • Medical Modeling

      • 3rd Edition
      • June 8, 2024
      • Richard Bibb + 3 more
      • English
      • Paperback
        9 7 8 0 3 2 3 9 5 7 3 3 5
      • eBook
        9 7 8 0 3 2 3 9 5 7 3 4 2
      Medical Modelling: The Application of Advanced Design and Rapid Prototyping Techniques in Medicine, Third Edition provides readers with a thorough update of the core contents, along with key information on innovative imaging techniques, additive manufacturing technologies, and a range of applied case studies. This comprehensive new edition includes new coverage of advanced technologies, such as selective laser melting, electron beam melting, multi jet fusion, and more. The extensive section of peer-reviewed case studies is thoroughly updated and includes additional clinical examples, describing the practical applications of advanced design technologies in surgical, prosthetic, orthotic, dental and research applications.Finally... the book explores the future potential of medical modeling, such as in simulations for training, the development of new medical devices, and more.

    • Interdependent Human-Machine Teams

      • 1st Edition
      • December 5, 2024
      • William Lawless + 3 more
      • English
      • Paperback
        9 7 8 0 4 4 3 2 9 2 4 6 0
      • eBook
        9 7 8 0 4 4 3 2 9 2 4 7 7
      Interdependent Human-Machine Teams: The Path to Autonomy examines the foundations, metrics, and applications of human-machine systems, the legal ramifications of autonomy, trust by the public, and trust by the users and AI systems of their users, integrating concepts from various disciplines such as AI, machine learning, social sciences, quantum mechanics, and systems engineering. In this book, world-class researchers, engineers, ethicists, and social scientists discuss what machines, humans, and systems should discuss with each other, to policymakers, and to the public.It establishes the meaning and operation of “shared contexts” between humans and machines, policy makers, and the public and explores how human-machine systems affect targeted audiences (researchers, machines, robots, users, regulators, etc.) and society, as well as future ecosystems composed of humans, machines, and systems.

    • Intelligent Evolutionary Optimization

      • 1st Edition
      • April 18, 2024
      • Hua Xu + 1 more
      • English
      • Paperback
        9 7 8 0 4 4 3 2 7 4 0 0 8
      • eBook
        9 7 8 0 4 4 3 2 7 4 0 1 5
      Intelligent Evolutionary Optimization introduces biologically-inspire... intelligent optimization algorithms to address complex optimization problems and provide practical solutions for tackling combinatorial optimization problems. The book explores efficient search and optimization methods in high-dimensional spaces, particularly for high-dimensional multi-objective optimization problems, offering practical guidance and effective solutions across various domains. Providing practical solutions, methods, and tools to tackle complex optimization problems and enhance modern optimization techniques, this book will be a valuable resource for professionals seeking to enhance their understanding and proficiency in intelligent evolutionary optimization.

    • Cognitive Assistant Supported Human-Robot Collaboration

      • 1st Edition
      • May 13, 2024
      • Cecilio Angulo + 2 more
      • English
      • Paperback
        9 7 8 0 4 4 3 2 2 1 3 5 4
      • eBook
        9 7 8 0 4 4 3 2 2 1 3 6 1
      Cognitive Assistant Supported Human-Robot Collaboration covers the design and development of cognitive assistants in the smart factory era, its application domains, challenges, and current state-of-the-art in assistance systems with collaborative robotics and IoT technologies, standards, platforms, and solutions. This book also provides a sociotechnical view of collaborative work in human-robot teams, investigating specific methods and techniques to analyze assistance systems. This provides readers with a comprehensive overview of how cognitive assistants function and work in human-robot teams.

Related subjects

Applications

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Computer vision and pattern recognition

Computing milieux

Data

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Information systems

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Software

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