Technology of intelligent data analysis in processes and systems. Textbook for universities
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The textbook is created in accordance with the Federal State Educational Standard for the Master's program "Information Systems and Technologies." It covers a range of issues related to the development, functioning, and design of processes and systems within the framework of intelligent data analysis. The material presented in the book develops fundamental knowledge in the field of information technologies and summarizes the experience of applied developments in this area.
The work discusses the current state of theoretical and applied issues of technologies in information systems, the ideology of building intelligent systems and technologies, the mathematical apparatus for knowledge representation, and the ways of using intelligent analysis in designing information systems. New aspects of knowledge representation based on expert systems, multi-agent systems, artificial neural networks, and genetic algorithms are considered. Special attention is paid to the use of applied intelligent technologies.
Intended for students of higher education institutions. It can be useful for developers and users of intelligent systems, teachers and researchers interested in the intellectualization of various subject areas, managers and leaders of various levels who wish to familiarize themselves with the current state of information technologies.
Author:
Author:Tsehanovskiy Vladislav Vladimirovich
Cover:
Cover:hardcover
Category:
- Category:Computer & Technology
Dimensions:
Dimensions:24.3x17.2x1.2 cm
Series:
Series:Computers and Software
ISBN:
ISBN:978-5-507-45404-4
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