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sgurev vassil (curatore); jotsov vladimir (curatore); kacprzyk janusz (curatore) - advances in intelligent systems research and innovation

Advances in Intelligent Systems Research and Innovation

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 11/2021
Edizione: 1st ed. 2022





Trama

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.




Sommario

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.










Altre Informazioni

ISBN:

9783030781231

Condizione: Nuovo
Collana: Studies in Systems, Decision and Control
Dimensioni: 235 x 155 mm
Formato: Copertina rigida
Illustration Notes:VI, 496 p. 261 illus., 182 illus. in color.
Pagine Arabe: 496
Pagine Romane: vi


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