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Информационно-аналитическая система для конструирования новых неорганических соединений

С. 115–121.
Киселева Н. Н., Дударев В.А., Столяренко А. В.

The principles of development of systems of knowledge discovery in virtually integrated distributed databases are considered. The methodology of integration of data mining programs based on different algorithms is developed. The proposed methods are applied to development of the information-analytical system for automation of process of new inorganic compounds computer-aided design based on use of pattern recognition programs for discovery of regularities in information of the databases on inorganic substances and materials properties. The examples of application of the developed system to design of new inorganic compounds are given.

 

Language: Russian
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Keywords: компьютерное конструирование неорганических соединенийcomputer-aided inorganic compound design

In book

Аналитика и управление данными в областях с интенсивным использованием данных
Обнинск: НИЯУ МИФИ, 2015.
Similar publications
Информационно-аналитическая система для конструирования новых неорганических соединений (Information-Analytical System for Design of New Inorganic Compounds)
Kiselyova N., Dudarev Victor, Stolyarenko A., В кн.: Selected Papers of the XVII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2015).: Ахен: CEUR Workshop Proceedings, 2015. С. 69–75.
The principles of development of systems of knowledge discovery in virtually integrated distributed databases are considered. The methodology of integration of data mining programs based on different algorithms is developed. The proposed methods are applied to development of the information-analytical system for automation of process of new inorganic compounds computer-aided design based on use of ...
Added: February 29, 2016
Использование методов распознавания образов для компьютерного конструирования неорганических соединений
Dudarev V., Филоретова О. А., Брыкина Г. В., Прикладная информатика 2014 № 2 С. 82–87
Currently an enormous number of databases on inorganic substances and materials properties exist that contains multidirectional information. The article is devoted to questions of accumulated data usage to find out regularities by means of pattern recognition methods that allow predicting formation of not synthesized substances and estimating its properties. ...
Added: January 24, 2016
Подход к заполнению пропусков в обучающих выборках для компьютерного конструирования неорганических соединений
Dudarev V., Вестник МИТХТ 2014 Т. 9 № 1 С. 73–75
The article is devoted to questions of accumulated data usage to find out regularities by means of pattern recognition methods that allow predicting formation of not synthesized substances and estimating its properties. The formal task of computer-aided inorganic compounds design is stated. An approach to reproduce of missing data in learning samples for computer-aided inorganic ...
Added: January 24, 2016
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