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INFORMATION TECHNOLOGY OF SUPPORTING ARCHITECTURAL SOLUTIONS USING POLYGLOT PERSISTENCE CONCEPT IN LEARNING MANAGEMENT SYSTEMS

Autor: Matthias Kolonko, Maria Glava, Olena Arsirii, Alina Glumenko

Publikováno v: Applied Aspects of Information Technology. 3:13-31

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4c2faa430c0dc907e0a75bf04b1c3afa
https://doi.org/10.15276/aait.02.2020.1

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Exploring the efficiency of the combined application of connection pruning and source data preprocessing when training a multilayer perceptron

Autor: Oleg Galchonkov, Alexander Nevrev, Maria Glava, Mykola Babych

Publikováno v: Eastern-European Journal of Enterprise Technologies, Vol 2, Iss 9 (104), Pp 6-13 (2020)

A conventional scheme to operate neural networks until recently has been assigning the architecture of a neural network and its subsequent training. However, the latest research in this field has revealed that the neural networks that had been set an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7e13096ad7ff0a6948c3cbdb021a35c7
https://doi.org/10.15587/1729-4061.2020.200819

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INFORMATION TECHNOLOGY FOR COMBINING THE RELATIONAL HETEROGENEOUS DATABASES USING AN INTEGRATION MODELS OF DIFFERENT SUBJECT DOMAINS

Autor: Eugene Malakhov, Maria Glava, Borys Trofymov, Olena Arsirii

Publikováno v: Applied Aspects of Information Technology. 2:29-44

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::42d211491dbdd9ccb1cd1437ae4ed40d
https://doi.org/10.15276/aait.01.2019.3

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INFORMATION SYSTEMS REENGINEERING APPROACH BASED ON THE MODEL OF INFORMATION SYSTEMS DOMAINS

Autor: Valery Malakhov, Maria Glava

Publikováno v: International Journal of Software Engineering and Computer Systems, Vol 4, Iss 1, Pp 95-105 (2018)

The paper considers current problems of integration of Information Systems (IS), limitations of current methods of IS Reengineering and limitations of existing approaches for Data Integration in Relational Databases. The performed analysis shows the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0b962734f77997d8aca3899b3f226d96
https://doi.org/10.15282/ijsecs.4.1.2018.8.0041

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Mathematical models of information manipulation in the subject field of intellectual production in educational institutions

Autor: Maria Glava, Tatyana Filatova

Publikováno v: 2016 International Conference on Electronics and Information Technology (EIT).

The requirements of employers to the intellectual produce change every year with the due preference to the improvement of some criteria and the education's quality. Therefore the methods, helping to process this information. Using the domain analysis

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::92d75ac7ee70cf8050166e3c628321ac
https://doi.org/10.1109/iceait.2016.7501000

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Autor: Eugene Malakhov, Maria Glava

Publikováno v: 2016 International Conference on Electronics and Information Technology (EIT).

This paper discusses methods to build SD models. One of such methods is constructing data domain models to meet the requirements of each individual user of the system, combining which we obtain a common conceptual system diagram. Detection of such ob

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b55b8f842bc1bda32fcb01b10f90fbde
https://doi.org/10.1109/iceait.2016.7501001

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