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Advances in Intelligent Systems Research and Innovation: Studies in Systems, Decision and Control, cartea 379

Editat de Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk
en Limba Engleză Hardback – 4 noi 2021
This book represents the experience of successful researchers from four continents on a broad range of intelligent systems, and it hints how to avoid anticipated conflicts and problems during multidisciplinary innovative research from Industry 4.0 and/or Internet of Things through modern machine learning, and software agent applications to open data science big data/advance analytics/visual analytics/text mining/web mining/knowledge discovery/deep data mining issues. The considered intelligent part is essential in most smart/control systems, cyber security, bioinformatics, virtual reality, robotics, mathematical modelling projects, and its significance rapidly increases in other technologies. Theoretical foundations of fuzzy sets, mathematical and non-classical logic also are rapidly developing.
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Specificații

ISBN-13: 9783030781231
ISBN-10: 3030781232
Pagini: 496
Ilustrații: VI, 496 p. 261 illus., 182 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.88 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Systems, Decision and Control

Locul publicării:Cham, Switzerland

Cuprins

Balancing exploration and exploitation in forward model learning.- Multi-objective automatic clustering with gene rearrangement and cluster merging.- Implementation and experimental validation of the iec 63047 standard for data transfer in radiological and nuclear robotic applications.- Generalized net model for collecting, evaluating and including of facts in the educational content.- Embedded intelligence in a system for automatic test generation for smoothly digital transformation in higher education.- Simulation algorithms to assess the impact of aging on the reliability of standby systems with switching failures.

Textul de pe ultima copertă

This book represents the experience of successful researchers from four continents on a broad range of intelligent systems, and it hints how to avoid anticipated conflicts and problems during multidisciplinary innovative research from Industry 4.0 and/or Internet of Things through modern machine learning, and software agent applications to open data science big data/advance analytics/visual analytics/text mining/web mining/knowledge discovery/deep data mining issues. The considered intelligent part is essential in most smart/control systems, cyber security, bioinformatics, virtual reality, robotics, mathematical modelling projects, and its significance rapidly increases in other technologies. Theoretical foundations of fuzzy sets, mathematical and non-classical logic also are rapidly developing.

Caracteristici

Represents the experience on a broad range of intelligent systems and hints how to avoid anticipated conflicts and problems during multidisciplinary innovations Covers topics from Industry 4.0 and/or Internet of Things through modern machine learning and software agent applications to open data science big data/advance analytics/visual analytics/text mining/web mining/knowledge discovery/deep data mining issues Includes essential content for most smart/control systems, cyber security, bioinformatics, virtual reality, robotics, and mathematical modelling