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Information Technology and Computational Physics
Údaje o názvu Information Technology and Computational Physics [electronic resource] / edited by Piotr Kulczycki, László T. Kóczy, Radko Mesiar, Janusz Kacprzyk. Nakladatel Cham : Springer International Publishing : Imprint: Springer, 2017. Fyz.popis VIII, 255 p. 102 illus., 65 illus. in color. online resource. ISBN 9783319442600 Edice Advances in Intelligent Systems and Computing, ISSN 2194-5357 ; 462 Úplný obsah Part I: Intelligent Computing and Data Analysis -- Part II: Information Systems and Image Processing -- Part III: Computational Physics and Applied Mathematics. Poznámky k dostupnosti Přístup pouze pro oprávněné uživatele Dal.odpovědnost Kulczycki, Piotr. Kóczy, László T. Mesiar, Radko. Kacprzyk, Janusz. Dal.odpovědnost SpringerLink (Online service) Předmět.hesla Engineering. * Artificial intelligence. * Computational intelligence. Forma, žánr elektronické knihy electronic books Země vyd. Německo Jazyk dok. angličtina Druh dok. Elektronické knihy URL Plný text pro studenty a zaměstnance UPOL kniha
A broad spectrum of modern Information Technology (IT) tools, techniques, main developments and still open challenges is presented. Emphasis is on new research directions in various fields of science and technology that are related to data analysis, data mining, knowledge discovery, information retrieval, clustering and classification, decision making and decision support, control, computational mathematics and physics, to name a few. Applications in many relevant fields are presented, notably in telecommunication, social networks, recommender systems, fault detection, robotics, image analysis and recognition, electronics, etc. The methods used by the authors range from high level formal mathematical tools and techniques, through algorithmic and computational tools, to modern metaheuristics.
Part I: Intelligent Computing and Data Analysis -- Part II: Information Systems and Image Processing -- Part III: Computational Physics and Applied Mathematics.
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