Machine Learning Methods in Systems

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Sprache: Englisch

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Beschreibung

This book requires an in-depth exploration of machine learning and its integration into system engineering. This book presents contemporary research methodologies, with a strong focus on the innovative application of machine learning techniques in developing and optimizing systems. It includes the meticulously reviewed proceedings from the Machine Learning Methods in Systems session of the 13th Computer Science Online Conference 2024 (CSOC 2024), held virtually in April 2024.

Inhaltsverzeichnis

.- 1: Extrapolation of periodic signal with Poisson noise using neural networks.

.- 2: Method for Complexing Information From Intelligent Sensors of Mobile Components of Monitoring Systems.

.- 3: Using regression models to analyze data.

.- 4: Improving Password Generation Algorithm with Parallellism: comparative performance study.

.- 5: Assessing the Feasibility of Implementing Information Systems and Management Systems Projects Using Fuzzy Modeling Tools.

.- 6: Semi-phenomenological approach to the description of gold nanoclusters.

.- 7: "Imaginary boundary" method in studying the optical properties of ordered nanostructures.

.- 8: A method for controlling the efficiency of second harmonic generation by controlled change in the refractive index of an external dielectric medium.

.- 9: Study of the properties of selectively transparent metasurfaces tunable through external control of the properties of 2D materials, etc.

Details

Erscheinungsjahr:	2024
Fachbereich:	Technik allgemein
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xv 520 S. 54 s/w Illustr. 139 farbige Illustr. 520 p. 193 illus. 139 illus. in color.
ISBN-13:	9783031705946
ISBN-10:	3031705947
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Redaktion:	Silhavy, Radek Silhavy, Petr
Herausgeber:	Radek Silhavy/Petr Silhavy
Hersteller:	Springer Palgrave Macmillan Springer International Publishing AG
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 29 mm
Von/Mit:	Radek Silhavy (u. a.)
Erscheinungsdatum:	24.10.2024
Gewicht:	0,809 kg