Computer science: Subject, fundamental research problems, methodology, structure, and applied problems

The work is devoted to computer science. The subject, fundamental research problems, methodology, structure, and applied problems are defined and analyzed. The mathematical apparatus of computer science and its main methods—formalization, algorithmization, mathematical modeling, and programming—are...

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Vydáno v:Pattern recognition and image analysis Ročník 24; číslo 3; s. 333 - 346
Hlavní autoři: Gurevich, I. B., Zhuravlev, Yu. I.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Moscow Pleiades Publishing 01.09.2014
Springer Nature B.V
Témata:
Analysis
Artificial intelligence
Communication
Computer Science
Computer simulation
Control theory
Cybernetics
Data analysis
Decision making
Expert systems
Image analysis
Image Analysis and Pattern Recognition Philosophy
Image Processing and Computer Vision
Image processing systems
Informatics
Information technology
Knowledge
Mathematical models
Methodology
Pattern Recognition
Philosophy
Research methodology
Semantics
Studies
cybernetics
intelligent data analysis
informatics
image analysis
artificial intelligence
computer science
knowledge methodology
information technologies
mathematical modeling
formalization
programming
algorithmization
pattern recognition
ISSN:1054-6618, 1555-6212
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Popis
Shrnutí:The work is devoted to computer science. The subject, fundamental research problems, methodology, structure, and applied problems are defined and analyzed. The mathematical apparatus of computer science and its main methods—formalization, algorithmization, mathematical modeling, and programming—are considered. A characterization is given to the main fields of computer science pattern recognition, image analysis, artificial intelligence, intelligent data analysis, and information technologies. An in-depth analysis is carried out of the relationship and interaction between computer science and cybernetics. The role and the subject of informatics are discussed.
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ISSN:1054-6618
1555-6212
DOI:10.1134/S1054661814030195