Intelligent Systems Reference Library

Springer Cham, 2023. — 201 p. — (Intelligent Systems Reference Library, volume 243) — eBook ISBN: 978-3-031-35759-6. Contains contributions from several international authors to topics like AI, intelligent systems, and logic application Is dedicated to researcher Seiki Akama on his sixtieth birthday Intends for researchers, undergraduate and graduate students, and lay readers...

Springer, 2021. — 379 p. — (Intelligent Systems Reference Library, 200). — ISBN 978-3030685898. This book is a truly comprehensive, timely, and very much needed treatise on the conceptualization of analysis, and design of contactless & multimodal sensor-based human activities, behavior understanding & intervention. From an interaction design perspective, the book provides views...

Springer Cham, 2023. — 356 p. — (Intelligent Systems Reference Library, volume 231) — eBook ISBN: 978-3-031-12419-8. Artificial intelligence (AI) has the potential to provide innovative solutions to various societal issues and real-world social challenges. AI is useful in combating some of the seemingly unsolvable social crises facing the world today. Be it disaster awareness...

Springer Cham, 2022. — 243 p. — (Intelligent Systems Reference Library, volume 223). — eBook ISBN 978-3-031-07614-5. This book presents recent research in decision making under uncertainty, in particular reinforcement learning and learning with expert advice. The core elements of decision theory, Markov decision processes and reinforcement learning have not been previously...

Springer International Publishing AG, 2018. — 324 p. — (Intelligent Systems Reference Library 136) — ISBN: 9783319679938 The book gathers selected contributions addressing a number of real-life applications including the identification of handwritten texts, watermarking techniques, simultaneous localization and mapping for mobile robots, motion control systems for mobile...

Springer, 2017. — 548 p. — (Intelligent Systems Reference Library). — ISBN: 3319523066. This book presents the latest advances in remote-sensing and geographic information systems and applications. It is divided into four parts, focusing on Airborne Light Detection and Ranging (LiDAR) and Optical Measurements of Forests; Individual Tree Modelling; Landscape Scene Modelling; and...

Springer, 2023. — 204 p. — (Intelligent Systems Reference Library 236). — ISBN 978-3-031-22370-9. Слияние парадигм машинного обучения: теория и приложения This book aims at updating the relevant computer science-related research communities, including professors, researchers, scientists, engineers and students, as well as the general reader from other disciplines, on the most...

Springer, 2022. — 254 p. — (Intelligent Systems Reference Library 225). — ISBN 978-981-19-4058-3. Выбор вычислений: машинное обучение и системная экономика для выбора This book presents thoughts and pathways to build revolutionary Machine Learning (ML) models with the new paradigm of Machine Learning to adapt behaviorism. It focuses on two aspects – one focuses on architecting...

Springer, 2018. — 390 p. — (Intelligent Systems Reference Library: Volume 130). — ISBN: 3319666541. This book proposes a consistent methodology for building intelligent systems. It puts forward several formal models for designing and implementing rules-based systems, and presents illustrative case studies of their applications. These include software engineering, business...

Springer Cham, 2023. — 184 p. — (Intelligent Systems Reference Library, volume 242) — eBook ISBN 978-3-031-33560-0. This book offers a detailed and comprehensive analysis of multi-aspect data learning, focusing especially on representation learning approaches for unsupervised machine learning. It covers state-of-the-art representation learning techniques for clustering and...

Springer, 2021. — 307 p. — (Intelligent Systems Reference Library, 203). — ISBN 978-3-030-69394-7. This book discusses the various open issues of blockchain technology, such as the efficiency of blockchain in different domains of digital cryptocurrency, smart contracts, smart education system, smart cities, cloud identity and access, safeguard to cybersecurity and health care....

Springer, 2022. — 476 p. — (Intelligent Systems Reference Library 213). — ISBN 978-981-16-5304-9. This edited book helps researchers and practitioners to understand e-health, m-healthcare architecture through IoT and the state of the art in IoT counter measures. This book provides a comprehensive discussion on a functional framework for IoT-based healthcare systems, intelligent...

Springer, 2023. — 489 p. — (Intelligent Systems Reference Library 245). — ISBN 978-3-031-42033-7. The book gives all interested in Computer Science, a deep review of relevant aspects of logic. In its scope are classical and non-classical logics. The content will be valid as well for those interested in linguistic, philosophy and many other areas of research both in humane and...

Springer, 2022. — 810 p. — (Intelligent Systems Reference Library 217). — ISBN 978-3-030-91390-8. This book provides a collection of recent research works addressing theoretical issues on improving the learning process and the generalization of GANs as well as state-of-the-art applications of GANs to various domains of real life. Adversarial learning fascinates the attention of...

Springer, 2020. — 165 p. — (Intelligent Systems Reference Library 176). — ISBN: 978-3-030-45799-0 (eBook). This book strikes a healthy balance between theory and applications, ensuring that it doesn’t offer a set of tools with no mathematical roots. It is intended as a comprehensive and largely self-contained introduction to probability and statistics for university students...

Springer, 2020. — 477 p. — (Intelligent Systems Reference Library. Volume 163). — ISBN: 978-9811387586. This book considers all aspects of managing the complexity of Multimedia Big Data Computing (MMBD) for IoT applications and develops a comprehensive taxonomy. It also discusses a process model that addresses a number of research challenges associated with MMBD, such as...

Springer, 2021. — 432 p. — (Intelligent Systems Reference Library, 202). — ISBN 978-3030672690. This book relates research being implemented in three main research areas: secure connectivity and intelligent systems, real-time analytics and manufacturing knowledge and virtual manufacturing. Manufacturing SMEs and MNCs want to see how Industry 4.0 is implemented. On the other...