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Advances in intelligent systems rese...

Sgurev, Vassil.

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Advances in intelligent systems research and innovation

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advances in intelligent systems research and innovation/ edited by Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk.
other author:	Sgurev, Vassil.
Published:	Cham :Springer International Publishing : : 2022.,
Description:	vi, 496 p. :ill., digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence. -
Online resource:	https://doi.org/10.1007/978-3-030-78124-8
ISBN:	9783030781248

Advances in intelligent systems research and innovation
Advances in intelligent systems research and innovation[electronic resource] /edited by Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk. - Cham :Springer International Publishing :2022. - vi, 496 p. :ill., digital ;24 cm. - Studies in systems, decision and control,v. 3792198-4190 ;. - Studies in systems, decision and control ;v. 379..

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.

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.

ISBN: 9783030781248

Standard No.: 10.1007/978-3-030-78124-8doiSubjects--Topical Terms:

516317
Artificial intelligence.

LC Class. No.: Q335 / .A38 2022

Dewey Class. No.: 006.3

Advances in intelligent systems research and innovation
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245 0 0 $a Advances in intelligent systems research and innovation $h [electronic resource] / $c edited by Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a vi, 496 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in systems, decision and control, $x 2198-4190 ; $v v. 379
505 0 $a 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.
520 $a 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.
650 0 $a Artificial intelligence. $3 516317
650 0 $a Internet of things. $3 2057703
650 0 $a Machine learning. $3 533906
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650 2 4 $a Complex Systems. $3 1566441
700 1 $a Sgurev, Vassil. $3 1244388
700 1 $a Jotsov, Vladimir. $3 3308561
700 1 $a Kacprzyk, Janusz. $3 572477
710 2 $a SpringerLink (Online service) $3 836513
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830 0 $a Studies in systems, decision and control ; $v v. 379. $3 3590823
856 4 0 $u https://doi.org/10.1007/978-3-030-78124-8
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)