Deep Learning Applications for Cyber-Physical Systems, Mundada Monica R., Seema S., K. G. Srinivasa
Автор: Mundada Monica R., Seema S., K. G. Srinivasa Название: Deep Learning Applications for Cyber-Physical Systems ISBN: 179988161X ISBN-13(EAN): 9781799881612 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 260570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Big data generates around us constantly from daily business, custom use, engineering, and science activities. Sensory data is collected from the internet of things (IoT) and cyber-physical systems (CPS). Merely storing such a massive amount of data is meaningless, as the key point is to identify, locate, and extract valuable knowledge from big data to forecast and support services. Such extracted valuable knowledge is usually referred to as smart data. It is vital to providing suitable decisions in business, science, and engineering applications.
Deep Learning Applications for Cyber-Physical Systems provides researchers a platform to present state-of-the-art innovations, research, and designs while implementing methodological and algorithmic solutions to data processing problems and designing and analyzing evolving trends in health informatics and computer-aided diagnosis in deep learning techniques in context with cyber physical systems. Covering topics such as smart medical systems, intrusion detection systems, and predictive analytics, this text is essential for computer scientists, engineers, practitioners, researchers, students, and academicians, especially those interested in the areas of internet of things, machine learning, deep learning, and cyber-physical systems.
L`ouvrage porte sur la « trajectivite », un terme emprunte a la mesologie d`Augustin Berque et qui se definit comme un mouvement d`aller-retour entre les « moments » de la reception et de la creation. Posant les rapports a la litterature sous l`angle phenomenologique, il ouvre une perspective nouvelle aux etudes litteraires et traductologiques.
Автор: Easwaran Balamurugan, Hiran Kamal Kant, Krishnan Sangeetha Название: Real-Time Applications of Machine Learning in Cyber-Physical Systems ISBN: 179989309X ISBN-13(EAN): 9781799893097 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 154660.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Technological advancements of recent decades have reshaped the way people socialize, work, learn, and ultimately live. The use of cyber-physical systems (CPS) specifically have helped people lead their lives with greater control and freedom. CPS domains have great societal significance, providing crucial assistance in industries ranging from security to healthcare. At the same time, machine learning (ML) algorithms are known for being substantially efficient, high performing, and have become a real standard due to greater accessibility, and now more than ever, multidisciplinary applications of ML for CPS have become a necessity to help uncover constructive solutions for real-world problems. Real-Time Applications of Machine Learning in Cyber-Physical Systems provides a relevant theoretical framework and the most recent empirical findings on various real-time applications of machine learning in cyber-physical systems. Covering topics like intrusion detection systems, predictive maintenance, and seizure prediction, this book is an essential resource for researchers, machine learning professionals, independent researchers, scholars, scientists, libraries, and academicians.
Автор: Yves Demazeau; Paul Davidsson; Javier Bajo; Zita V Название: Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection ISBN: 3319599291 ISBN-13(EAN): 9783319599298 Издательство: Springer Рейтинг: Цена: 60550.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The 11 revised full papers, 11 short papers, and 17 Demo papers were carefully reviewed and selected from 63 submissions.
Автор: Roger Chamberlain; Walid Taha; Martin T?rngren Название: Cyber Physical Systems. Design, Modeling, and Evaluation ISBN: 3030179095 ISBN-13(EAN): 9783030179090 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the proceedings of the 7th International Workshop on Design, Modeling, and Evaluation of Cyber Physical Systems, CyPhy2017, held in conjunction with ESWeek 2017, in Seoul, South Korea, in October 2017.The 10 papers presented together with 1 extended and 1 invited abstracts in this volume were carefully reviewed and selected from 16 submissions.
The conference presents a wide range of domains including robotics; smart homes, vehicles, and buildings; medical implants; and future-generation sensor networks.
Автор: Stefan Biffl; Matthias Eckhart; Arndt L?der; Edgar Название: Security and Quality in Cyber-Physical Systems Engineering ISBN: 3030253112 ISBN-13(EAN): 9783030253110 Издательство: Springer Рейтинг: Цена: 111790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
This book examines the requirements, risks, and solutions to improve the security and quality of complex cyber-physical systems (C-CPS), such as production systems, power plants, and airplanes, in order to ascertain whether it is possible to protect engineering organizations against cyber threats and to ensure engineering project quality.
The book consists of three parts that logically build upon each other. Part I 'Product Engineering of Complex Cyber-Physical Systems' discusses the structure and behavior of engineering organizations producing complex cyber-physical systems, providing insights into processes and engineering activities, and highlighting the requirements and border conditions for secure and high-quality engineering. Part II 'Engineering Quality Improvement' addresses quality improvements with a focus on engineering data generation, exchange, aggregation, and use within an engineering organization, and the need for proper data modeling and engineering-result validation. Lastly, Part III 'Engineering Security Improvement' considers security aspects concerning C-CPS engineering, including engineering organizations’ security assessments and engineering data management, security concepts and technologies that may be leveraged to mitigate the manipulation of engineering data, as well as design and run-time aspects of secure complex cyber-physical systems.
The book is intended for several target groups: it enables computer scientists to identify research issues related to the development of new methods, architectures, and technologies for improving quality and security in multi-disciplinary engineering, pushing forward the current state of the art. It also allows researchers involved in the engineering of C-CPS to gain a better understanding of the challenges and requirements of multi-disciplinary engineering that will guide them in their future research and development activities. Lastly, it offers practicing engineers and managers with engineering backgrounds insights into the benefits and limitations of applicable methods, architectures, and technologies for selected use cases.
Автор: Roger Chamberlain; Walid Taha; Martin T?rngren Название: Cyber Physical Systems. Model-Based Design ISBN: 3030237028 ISBN-13(EAN): 9783030237028 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
This book constitutes the proceedings of the 8th International Workshop on Design, Modeling, and Evaluation of Cyber Physical Systems, CyPhy 2018 and 14th International Workshop on Embedded and Cyber-Physical Systems Education, WESE 2018, held in conjunction with ESWeek 2018, in Torino, Italy, in October 2018.
The 13 full papers presented together with 1 short paper in this volume were carefully reviewed and selected from 18 submissions.
The conference presents a wide range of domains including Modeling, simulation, verification, design, cyber-physical systems, embedded systems, real-time systems, safety, and reliability.
Автор: Carreira Paulo, Amaral Vasco, Vangheluwe Hans Название: Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems ISBN: 3030439453 ISBN-13(EAN): 9783030439453 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Нет в наличии. Описание: This open access book coherently gathers well-founded information on the fundamentals of and formalisms for modelling cyber-physical systems (CPS).
Автор: Carreira Paulo, Amaral Vasco, Vangheluwe Hans Название: Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems ISBN: 3030439488 ISBN-13(EAN): 9783030439484 Издательство: Springer Рейтинг: Цена: 37260.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This open access book coherently gathers well-founded information on the fundamentals of and formalisms for modelling cyber-physical systems (CPS).
Автор: Stefan Biffl; Matthias Eckhart; Arndt L?der; Edgar Название: Security and Quality in Cyber-Physical Systems Engineering ISBN: 3030253147 ISBN-13(EAN): 9783030253141 Издательство: Springer Рейтинг: Цена: 130430.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: 1 Introduction to Security and Quality Improvement in Complex Cyber-Physical Systems Engineering.- 2 Engineering in an International Context: Risks and Challenges.- 3 Managing complexity within the Engineering of Product and Production systems.- 4 Engineering of Signaling Systems.- 5 On the Need for Data-Based Model-Driven Engineering.- 6 On Testing Data-Intensive Software Systems.- 7 Product/ion-Aware Analysis of Collaborative Systems Engineering Processes.- 8 Engineering Data Logistics for Agile Automation Systems Engineering: Requirements and Solution Concepts with AutomationML.- 9 Efficient and Flexible Test Automation in Production Systems Engineering.- 10 Re-engineering Variants of MATLAB/Simulink Software Systems.- 11 Security Analysis and Improvement of Data Logistics in AutomationML based Engineering Networks.- 12 Securing Information against Manipulation in the Production Systems Engineering Process.- 13 Design and Run-time Aspects of Secure Cyber-Physical Systems.- 14 Digital Twins for Cyber-Physical Systems Security: State of the Art and Outlook.- 15 Radio Frequency (RF) Security in Industrial Engineering Processes.- 16 Secure and Safe IIoT Systems via Machine and Deep Learning Approaches.- 17 Revisiting Practical Byzantine Fault Tolerance Through Blockchain Technologies.- 18 Conclusions and Outlook on Security and Quality in Complex Cyber-Physical Systems Engineering.
