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Deep Learning Applications for Cyber-Physical Systems, Mundada Monica R., Seema S., K. G. Srinivasa


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Автор: Mundada Monica R., Seema S., K. G. Srinivasa
Название:  Deep Learning Applications for Cyber-Physical Systems
ISBN: 9781799881612
Издательство: Mare Nostrum (Eurospan)
Классификация:
ISBN-10: 179988161X
Обложка/Формат: Hardback
Страницы: 330
Вес: 0.77 кг.
Дата издания: 30.11.2021
Серия: Computing & IT
Язык: English
Размер: 27.94 x 21.59 x 1.85 cm
Читательская аудитория: Professional and scholarly
Ключевые слова: Algorithms & data structures,Artificial intelligence,Computer programming / software development,Computer science, COMPUTERS / Computer Engineering,COMPUTERS / Intelligence (AI) & Semantics,COMPUTERS / Programming / Algorithms
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Поставляется из: Англии
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.



Deep Learning Applications for Cyber-Physical Systems

Автор: Mundada Monica R., Seema S., K. G. Srinivasa
Название: Deep Learning Applications for Cyber-Physical Systems
ISBN: 1799881628 ISBN-13(EAN): 9781799881629
Издательство: Mare Nostrum (Eurospan)
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Цена: 29522.00 р.
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Описание: 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 analysing evolving trends in health informatics and computer-aided diagnosis in deep learning techniques in context with cyber physical systems.

Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection

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
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Цена: 9083.00 р.
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Описание: The 11 revised full papers, 11 short papers, and 17 Demo papers were carefully reviewed and selected from 63 submissions.

Explainable AI Within the Digital Transformation and Cyber Physical Systems: Xai Methods and Applications

Автор: Sayed-Mouchaweh Moamar
Название: Explainable AI Within the Digital Transformation and Cyber Physical Systems: Xai Methods and Applications
ISBN: 3030764087 ISBN-13(EAN): 9783030764081
Издательство: Springer
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Цена: 25155.00 р.
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Описание:

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.

Security and Quality in Cyber-Physical Systems Engineering

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
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Цена: 16769.00 р.
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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.
Cyber Physical Systems. Design, Modeling, and Evaluation

Автор: Roger Chamberlain; Walid Taha; Martin T?rngren
Название: Cyber Physical Systems. Design, Modeling, and Evaluation
ISBN: 3030179095 ISBN-13(EAN): 9783030179090
Издательство: Springer
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Цена: 6986.00 р.
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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.
Cyber Physical Systems. Model-Based Design

Автор: Roger Chamberlain; Walid Taha; Martin T?rngren
Название: Cyber Physical Systems. Model-Based Design
ISBN: 3030237028 ISBN-13(EAN): 9783030237028
Издательство: Springer
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Цена: 6986.00 р.
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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.
Cyber Physical Systems. Model-Based Design: 9th International Workshop, Cyphy 2019, and 15th International Workshop, Wese 2019, New York City, Ny, Usa

Автор: Chamberlain Roger, Edin Grimheden Martin, Taha Walid
Название: Cyber Physical Systems. Model-Based Design: 9th International Workshop, Cyphy 2019, and 15th International Workshop, Wese 2019, New York City, Ny, Usa
ISBN: 3030411303 ISBN-13(EAN): 9783030411305
Издательство: Springer
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Цена: 8104.00 р.
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Описание: Models and Design.- Simulation and Tools.- Formal Methods.- Embedded and Cyber-Physical Systems Education.

Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems

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
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Цена: 6986.00 р.
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Описание: This open access book coherently gathers well-founded information on the fundamentals of and formalisms for modelling cyber-physical systems (CPS).

Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems

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
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Цена: 5589.00 р.
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Описание: This open access book coherently gathers well-founded information on the fundamentals of and formalisms for modelling cyber-physical systems (CPS).

Security and Quality in Cyber-Physical Systems Engineering

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
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Цена: 19564.00 р.
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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.

Communications Infrastructure, Systems and Applications

Автор: Rashid Mehmood; Eduardo Cerqueira; Radoslaw Piesie
Название: Communications Infrastructure, Systems and Applications
ISBN: 3642112838 ISBN-13(EAN): 9783642112836
Издательство: Springer
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Цена: 11878.00 р.
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Описание: The First International ICST Conference on Communications Infrastructure, Systems and Applications in Europe (EuropeComm 2009) was held August 11-13, 2009, in London.

Applications of Intelligent Control to Engineering Systems

Автор: Kimon P. Valavanis
Название: Applications of Intelligent Control to Engineering Systems
ISBN: 9048130174 ISBN-13(EAN): 9789048130177
Издательство: Springer
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Цена: 26122.00 р.
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Описание: This book reflects the work of top scientists in the field of intelligent control and its applications, prognostics, diagnostics, condition based maintenance and unmanned systems. It includes results, and presents how theory is applied to solve real problems.


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