Springer Cham, 2023. — 242 p. — (Studies in Computational Intelligence, volume 1105) — eBook ISBN: 978-3-031-37454-8. This book provides insights into recent advances in Machine Intelligence (MI) and related technologies, identifies risks and challenges that are, or could be, slowing down overall MI mainstream adoption and innovation efforts, and discusses potential solutions...
Springer Cham, 2023. — 853 p. — (Studies in Computational Intelligence, volume 1116) — eBook ISBN: 978-3-031-43021-3. Presents for the first time in literature the parametrized, deformed, and general activation function of Neural Networks Is suitable for researchers and graduate students Presents approaches that are original and chapters that are self-contained and can be read...
Aydoğan R., Ito T., Moustafa A., Otsuka T., Zhang M. - Springer, 2021. — 125 p. — (Studies in Computational Intelligence, 125). — ISBN 978-981-16-0470-6. This volume comprises carefully selected and reviewed outcomes of the 12th International Workshop on Automated Negotiations (ACAN) held in Macao, 2019, in conjunction with International Joint Conference on Artificial...
Springer, 2021. — 214 p. — (Studies in Computational Intelligence, 968). — ISBN 978-981-16-0934-3. This book discusses various machine learning applications and models, developed using heterogeneous data, which helps in a comprehensive prediction, optimization, association analysis, cluster analysis and classification-related applications for various activities in urban area....
Springer, 2021. — 171 p. — (Studies in Computational Intelligence, 950). — ISBN 978-981-16-0406-5. This book covers all core technologies like neural networks, fuzzy systems, and evolutionary computation and their applications in the systems. Computationally intelligent system is a new concept for advanced information processing. The objective of this system is to realize a new...
Springer, 2021. — 175 p. — (Studies in Computational Intelligence. 960). — ISBN 978-981-16-0597-0. Machine learning has become one of the most prevalent topics in recent years. The application of machine learning we see today is a tip of the iceberg. The machine learning revolution has just started to roll out. It is becoming an integral part of all modern electronic devices....
Springer, 2023. — 254 p. — (Studies in Computational Intelligence 1061). — ISBN 978-3-031-22041-8. Нечеткая логика и нейронные сети для проектирования гибридных интеллектуальных систем This book covers recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations. In addition, the above-mentioned methods are applied to...
Springer, 2023. — 489 p. — (Studies in Computational Intelligence 1096). — ISBN 978-3-031-28999-6. In this book, recent theoretical developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are presented in application areas such as, intelligent control and robotics,...
Springer Cham, 2022. — (Studies in Computational Intelligence, volume 1050). — 483 p. — ISBN 978-3-031-08266-5. In this book, recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are applied to areas such as, intelligent control and robotics, pattern...
Springer, 2021. — 555 p. — (Studies in Computational Intelligence 1023). — ISBN 978-3-031-04597-4. This Springer book provides a perfect platform to submit chapters that discuss the prospective developments and innovative ideas in artificial intelligence and machine learning techniques in the diagnosis of COVID-19. COVID-19 is a huge challenge to humanity and the medical...
Springer, 2023. — 200 p. — (Studies in Computational Intelligence 1040). The recent book of the series continues the collection of articles dealing with the important and efficient combination of traditional and novel mathematical approaches with various computational intelligence techniques, with a stress of fuzzy systems, and fuzzy logic. Complex problems and systems, which...
Springer, 2018. — 364 p. — (Studies in Computational Intelligence). — ISBN10: 3030004848, 13 978-3030004842. This book presents appealing contributions on computational intelligence and mathematics, connecting both areas and offering solutions to a number of interesting, real-world problems. Such problems often require novel solutions, as complexity exceeds the tractable size....
Springer, 2023. — 191 p. — (Studies in Computational Intelligence). This book introduces the concept of combining Artificial Intelligence (AI) and Internet of things (IoT) with real human organs to form a cybernetic organism or cyborg. It is a concept of man–machine mixture which helps in restoring or enhancing the ability of a body part by integrating some technology or...
Springer, 2024. — 151 p. — (Studies in Computational Intelligence 1127). — ISBN 978-3-031-46978-7. This book is focused on connecting two interesting research areas, mathematics and Computational Intelligence, by means of appealing contributions devoted to give solutions to different challenges of the current technological age. It continues the collection of articles dealing...
Springer, 2021. — 413 p. — (Studies in Computational Intelligence 971). — ISBN 978-3-030-72064-3, 3030720640. This book presents the latest advances in computational intelligence and data analytics for sustainable future smart cities. It focuses on computational intelligence and data analytics to bring together the smart city and sustainable city endeavors. It also discusses...
Springer, 2021. — 515 p. — (Studies in Computational Intelligence, 983). — ISBN 978-3-030-68290-3. This book provides a systematic and comprehensive overview of machine learning with cognitive science methods and technologies which have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control,...
Springer Cham, 2023. — 597 p. — (Studies in Computational Intelligence, volume 1113) — eBook ISBN: 978-3-031-43300-9. Presents recent research on Artificial Intelligence and Internet of Things in the Human-Centric society 5.0 Examines key policy issues and discusses all AI and IoT-related intricacies for a digital society Written by experts in the field This book unlike any...
Springer Cham, 2023. — 181 p. — (Studies in Computational Intelligence, volume 1072). — eBook ISBN 978-3-031-18292-1. This book presents explainability in edge AI, an amalgamation of edge computing and AI. The issues of transparency, fairness, accountability, explainability, interpretability, data-fusion, and comprehensibility that are significant for edge AI are being...
Springer, 2018. — 472 p. — (Studies in Computational Intelligence 801). — ISBN: 978-3-030-02356-0. The book focuses on machine learning. Divided into three parts, the first part discusses the feature selection problem. The second part then describes the application of machine learning in the classification problem, while the third part presents an overview of real-world...
Springer, 2023. — 126 p. — (Studies in Computational Intelligence 1073). — ISBN 978-3-031-18734-6. Последние достижения в приложениях компьютерного зрения с использованием параллельной обработки This comprehensive book is primarily intended for researchers, computer vision specialists, and high-performance computing specialists who are interested in parallelizing computer...
Springer Cham, 2023. — 330 p. — (Studies in Computational Intelligence, volume 1102) — eBook ISBN: 978-3-031-33309-5. This Book, through its various chapters presenting the Recent Advances in Modern Artificial Intelligence and Data Science as well as their Applications, aims to set up lasting and real applications necessary for both academics and professionals. Readers find...
Springer, 2021. — 225 p. — (Studies in Computational Intelligence 930). — ISBN 978-3-030-64772-8. This edited book presents scientific results of the International Semi-Virtual Workshop on Software Engineering in IoT, Big data, Cloud and Mobile Computing (SE-ICBM 2020) which was held on October 15, 2020, at Soongsil University, Seoul, Korea. The aim of this workshop was to...
Springer, 2021. — 234 p. — (Studies in Computational Intelligence 929). — ISBN-13 9783030647698. This edited book presents scientific results of the International Semi-Virtual Workshop on Data Science and Digital Transformation in the Fourth Industrial Revolution (DSDT 2020) which was held on October 15, 2020, at Soongsil University, Seoul, Korea. The aim of this workshop was...
Springer, 2021. — 108 p. — (Studies in Computational Intelligence 977). — ISBN 978-3-030-76586-6. Глубокое обучение в вычислительной механике: вводный курс This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental concepts before neural networks are explained thoroughly. It then...
Springer, 2023. — 394 p. — (Studies in Computational Intelligence 1087). — ISBN 978-3-031-25758-2. This book presents an authoritative collection of contributions reporting on Computational Intelligence, fuzzy systems as well as Artificial Intelligence (AI) techniques for modeling, optimization, control and decision-making together with applications and case studies in...
Springer, 2017. — 776 p. — (Studies in Computational Intelligence). — ISBN10: 331954926X, 13 978-3319549262. This second volume is a continuation of the successful first volume of this Springer book, and as well as addressing broader topics it puts a particular focus on unmanned aerial vehicles (UAVs) with Robot Operating System (ROS). Consisting of three types of chapters:...
Springer Cham, 2022. — 130 p. — (Studies in Computational Intelligence, volume 1047). — ISBN 978-3-031-09974-8. Modern AI techniques –- especially deep learning –- provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a company a loan, etc. The problem is that not all these recommendations are good -- and since deep learning...
Springer Singapore, 2023. — 116 p. — (Studies in Computational Intelligence, volume 1041). — eBook ISBN 978-3-031-20569-9. This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these algorithms...
Springer, 2020. — 268 p. — (Studies in Computational Intelligence 850). — ISBN 978-3-030-26427-7. Программирование, Искусственный интеллект, Передавая и Находят что-либо подобное/Распределяют Вычислению. The purpose of the 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2019) held on...
Springer, 2024. — 177 p. — (Studies in Computational Intelligence). This book reports state-of-the-art results in Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing. This edited book. presents original papers on both theory and practice. It addresses foundations, state-of-the-art problems and solutions, and crucial challenges. Software...
Springer, 2024. — 238 p. — (Studies in Computational Intelligence 1137). — ISBN 978-3-031-55173-4. В книге представлены новейшие результаты в области исследований, управления и приложений в области программного обеспечения как в печатной, так и в электронной форме. SCI (Исследования в области вычислительной разведки) превратились в самый всесторонний исследовательский форум в...
Springer, 2023. — 224 p. — (Studies in Computational Intelligence 1055). — ISBN-13 9783031121265. — ISBN-10 3031121260. The aim of this book was to bring together researchers and scientists, engineers, computer users, and students to discuss the numerous fields of Computer Science and to share their experiences and exchange new ideas and information in a meaningful way....
Springer Cham, 2023. — 344 p. — (Studies in Computational Intelligence, volume 1121) — eBook ISBN: 978-3-031-44744-0. Introduces multi-attribute decision-making methods in an imprecise environment Surveys and improves different approaches in dealing with MADM Identifies and analyzes applications in industry, management, and health Authored by a leading expert in the field, this...
Springer, 2021. — 250 p. — (Studies in Computational Intelligence, 939). — ISBN 978-3030637866. This book covers theoretical work, applications, approaches, and techniques for computational models of information and its presentation by language (artificial, human, or natural in other ways). Computational and technological developments that incorporate natural language are...
Springer, 2021. — 253 p. — (Studies in Computational Intelligence, 970). — ISBN 978-3-030-71097-2. The importance of Trustworthy and Explainable Artificial Intelligence (XAI) is recognized in academia, industry and society. This book introduces tools for dealing with imprecision and uncertainty in XAI applications where explanations are demanded, mainly in natural language....
Springer Singapore, 2023. — 479 p. — (Studies in Computational Intelligence, volume 1085) — eBook ISBN:978-981-19-9530-9. The edited book is a consolidated handbook on quantum computing that covers quantum basic science and mathematics to advanced concepts and applications of quantum computing and quantum machine learning applied to diverse domains. The book includes dedicated...
Springer, 2021. — 430 p. — (Studies in Computational Intelligence, 937). — ISBN 978-3030649487. This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) – Explainable Artificial Intelligence (XAI) by casting the crucial features of interpretability and explainability in the original framework of Granular Computing. The innovative...
Springer,2023. — 282 p. — (Studies in Computational Intelligence 1097). — ISBN 978-3-031-29446-4. Глубокое обучение и другие методы мягких вычислений: биомедицинские и родственные приложения This book focuses on the use of Artificial Intelligence (AI) and Computational Intelligence (CI) in medical and related applications. Applications include all aspects of medicine: from...
Springer, 2023. — 139 p. — (Studies in Computational Intelligence 1101). — ISBN 978-3-031-32695-0. Knowledge recommendation is an urgent and timely topic encountered in research and information services. There is a strongly compelling and urgent need: the modern economy badly requires highly skilled professionals, researchers, and innovators, which enables opportunities to gain...
Springer, 2020. — 184 p. — (Studies in Computational Intelligence 879). — ISBN: 978-981-15-1822-5. This book covers several futuristic computing technologies like quantum computing, quantum-dot cellular automata, DNA computing, and optical computing. In turn, it explains them using examples and tutorials on a CAD tool that can help beginners get a head start in QCA layout...
Springer, 2023. — 234 p. — (Studies in Computational Intelligence 1091). — ISBN 978-3-031-26650-8. Параллелизм, спецификация и программирование: пересмотренные избранные документы 29-го Международного семинара по параллелизму. This book presents novel approaches to the formal specification of concurrent and parallel systems, mathematical models for describing such systems, and...
Springer Singapore, 2023. — 416 p. — (Studies in Computational Intelligence, volume 1060). — eBook ISBN 978-3-031-14771-5. This book aims to highlight the latest achievements in the use of AI and multimodal artificial intelligence in biomedicine and healthcare. Multimodal AI is a relatively new concept in AI, in which different types of data (e.g. text, image, video, audio, and...
Springer, 2023. — 325 p. — (Studies in Computational Intelligence 1122). — ISBN 978-981-99-7080-3. Природный подход к криптологии This book introduces nature-inspired algorithms and their applications to modern cryptography. It helps the readers to get into the field of nature-based approaches to solve complex cryptographic issues. This book provides a comprehensive view of...
Springer Cham, 2023. — 391 p. — (Studies in Computational Intelligence, volume 1104) — eBook ISBN: 978-3-031-35783-1. This book focuses mainly on the usages of three key technologies: IoT, big data, and AI for various day to day applications. Further, it explores the possibilities of future research based on the usages of latest information systems. This book explores the...
Springer, 2023. — 222 p. — (Studies in Computational Intelligence 1065). — ISBN 978-981-19-6289-9. This contributed volume consists of 11 chapters that specifically cover the security aspects of the latest technologies such as Blockchain, IoT, and DevOps, and how to effectively deal with them using Intelligent techniques. Moreover, Machine Learning (ML) and Deep Learning (DL)...
Springer Nature Switzerland, 2019. — 267 p. — (Studies in Computational Intelligence, volume 807). — eBook ISBN 978-3-030-04663-7. This book presents novel classification algorithms for four challenging prediction tasks, namely learning from imbalanced, semi-supervised, multi-instance and multi-label data. The methods are based on fuzzy rough set theory, a mathematical...
Springer, 2023. — 279 p. — (Studies in Computational Intelligence). Cybersecurity is a fast-evolving topic. There are many approaches and technologies designed to protect students. This book introduces and presents the newest up-to-date methods, approaches and technologies on how to detect child cyberbullying on social media as well as monitor kids E-learning, monitor games...
Springer Singapore, 2022. — 122 p. — (Studies in Computational Intelligence, volume 1047). — ISBN 978-981-19-3057-7. This book attempts to solve the question whether semiotics is a methodology as is generally held and if the studies of meaning and the mind can shed light on a series of metaphysical issues, so that the edifice of semiotics could be erected on a philosophical...
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