Advances in Intelligent Systems Research and Innovation

Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk (Herausgeber)

Buch | Hardcover

VI, 496 Seiten

2021
Springer International Publishing (Verlag)
9783030781231 (ISBN)

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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.

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.

Erscheinungsdatum	05.11.2021
Reihe/Serie	Studies in Systems, Decision and Control
Zusatzinfo	VI, 496 p. 261 illus., 182 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	913 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Naturwissenschaften ► Physik / Astronomie ► Mechanik
	Naturwissenschaften ► Physik / Astronomie ► Thermodynamik
	Technik
Schlagworte	Bioinformatics • control systems • cyber security • Industry 4.0 • internet of things • machine learning • Multidisciplinary Innovations • Robotics • Virtual Reality
ISBN-13	9783030781231 / 9783030781231
Zustand	Neuware