Moscow

75187

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Доклад

Название: 

Problems in Applying Machine Learning Methods to Aviation

DOI: 

10.1109/MLSD58227.2023.10304039

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

https://ieeexplore.ieee.org/document/10304039
Аннотация
The report discusses potential applications of machine learning methods in aviation. Problems hindering the rapid implementation of machine learning methods in aviation, such as adversarial attacks, problems of data shift and data leakage, and the opacity of black box models, are investigated.

Библиографическая ссылка: 

Кулида Е.Л., Лебедев В.Г. Problems in Applying Machine Learning Methods to Aviation / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. https://ieeexplore.ieee.org/document/10304039.

75185

Автор(ы): 

Автор(ов): 

6

Параметры публикации

Тип публикации: 

Доклад

Название: 

The Impact of Errors in Business Processes on the Operability of Engineering Infrastructure

Электронная публикация: 

Да

ISBN/ISSN: 

979-8-3503-3790-7

DOI: 

10.1109/MLSD58227.2023.10303790

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

https://ieeexplore.ieee.org/document/10303790
Аннотация
Typical errors in modern enterprise business processes arisе from incorrect construction of business operation sequences. The impact of errors in business processes on the performance of the engineering infrastructure is studied. The problem complexity requires the creation of a business processes integrated model and technical object models. The paper considers the principles of creation and features of the presented model.

Библиографическая ссылка: 

Гребенюк Г.Г., Калянов Г.Н., Ковалёв С.П., Лукинова О.В., Рощин А.А., Середа Л.А. The Impact of Errors in Business Processes on the Operability of Engineering Infrastructure / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. https://ieeexplore.ieee.org/document/10303790.

75182

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Доклад

Название: 

Flows on Solutions of Finite Type Systems

ISBN/ISSN: 

979-8-3503-3790-7

DOI: 

10.1109/MLSD58227.2023.10303917

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

1-4 https://ieeexplore.ieee.org/document/10303917
Аннотация
The article proposes a method for studying systems of partial differential equations resolved with respect to the time derivative. The right-hand sides of such systems should depend only on spatial variables, the unknown function, as well as the derivatives of the unknown function with respect to spatial variables. We use the theory of symmetries of completely integrable distributions.

Библиографическая ссылка: 

Кушнер А.Г., Мухина С.С. Flows on Solutions of Finite Type Systems / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. 1-4 https://ieeexplore.ieee.org/document/10303917.

75154

Автор(ы): 

Автор(ов): 

8

Параметры публикации

Тип публикации: 

Доклад

Название: 

Fundamentals of smart Village modeling in the context of integration of cognitive processes of artificial intelligence in the era of modern infrastructure challenges

DOI: 

10.1051/bioconf/20237101116

Наименование конференции: 

  • II International Conference on Current Issues of Breeding, Technology and Processing of Agricultural Crops, and Environment (CIBTA-II-2023)

Наименование источника: 

  • BIO Web of Conferences

Обозначение и номер тома: 

V.71, 01116

Город: 

  • Moscow

Издательство: 

  • EDP ​​Sciences

Год издания: 

2023

Страницы: 

https://www.bio-conferences.org/articles/bioconf/abs/2023/16/bioconf_cibta2023_01116/bioconf_cibta2023_01116.html
Аннотация
The study focuses on the stages of implementation and development of smart villages, which are digital technologies for agriculture that increase efficiency and productivity in this area. We uncovered the stages of development of smart villages, then we looked at what is included in the Internet of Things within a smart village. After that, we looked at the specific digital solutions for agriculture and the purpose of smart village. As part of the study, we analyzed a number of indicators characterizing the development of the sphere of agriculture and its prospects. As the results of the study, we constructed and analyzed correlation matrices of indicators.

Библиографическая ссылка: 

Швец Ю.Ю., Морковкин Д.Е., Романова Ю.А., Алеева Г.А., Шихалев Д.В., Руденко З.Г., Осиповская А.А., Черникина Е.А. Fundamentals of smart Village modeling in the context of integration of cognitive processes of artificial intelligence in the era of modern infrastructure challenges / BIO Web of Conferences. Moscow: EDP ​​Sciences, 2023. V.71, 01116. С. https://www.bio-conferences.org/articles/bioconf/abs/2023/16/bioconf_cibta2023_01116/bioconf_cibta2023_01116.html.

75144

Автор(ы): 

Автор(ов): 

1

Параметры публикации

Тип публикации: 

Доклад

Название: 

Machine Learning. Correlational Convolution Method for Image Classification

Электронная публикация: 

Да

DOI: 

10.1109/MLSD58227.2023.10303841

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

https://ieeexplore.ieee.org/document/10303841
Аннотация
When classifying images, in order to reduce the dimension of the feature space, it is necessary to convolve images to select a subset of pixels sufficient to solve the problem. An image convolution method based on the correlation of the pixels of images of the training sample with a teacher with an approximated function used for classification is proposed. An example of image convolution used to classify handwritten digits by evaluating the posterior probabilities of ten image classes using Anderson's discriminant function is given.

Библиографическая ссылка: 

Зенков В.В. Machine Learning. Correlational Convolution Method for Image Classification / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. https://ieeexplore.ieee.org/document/10303841.

75141

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Доклад

Название: 

Quadratic and Cubic Approximations of a Single-Machine Power System Model with PSS

Электронная публикация: 

Да

ISBN/ISSN: 

979-8-3503-3790-7

DOI: 

10.1109/MLSD58227.2023.10303978

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

https://ieeexplore.ieee.org/document/10303978
Аннотация
This paper presents the results of building quadratic and cubic approximations of a non-linear space state single-machine power system model. The synchronous generator model accounts for the action of an automatic excitation regulator, a power system stabilizer, and damper windings. The approximations developed are useful for analytical studies of non-linear modal interactions in power systems with linear and bilinear control.

Библиографическая ссылка: 

Кутяков Е.Ю., Катаев Д.Е. Quadratic and Cubic Approximations of a Single-Machine Power System Model with PSS / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. https://ieeexplore.ieee.org/document/10303978.

75140

Автор(ы): 

Автор(ов): 

1

Параметры публикации

Тип публикации: 

Доклад

Название: 

Safe Internet Tunnel with Access Control Features to Web-services Based on SSL/TLS Protocol

Электронная публикация: 

Да

ISBN/ISSN: 

979-8-3503-3790-7

DOI: 

10.1109/MLSD58227.2023.10303908

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

https://ieeexplore.ieee.org/document/10303908
Аннотация
An approach to providing a secure interaction in distributed systems over Internet based on the organization of safe communication channels (tunnels) founded on SSL/TLS protocol is considered. Unlike VPN technology, the described approach provides support only for HTTP/SOAP interactions, which allows you to include features such as queries routing, authentication and access control to information resources based on client public key certificates as ready-made technical solutions within the tunnel. The implementation of the approach in the Linux environment and the results of an experimental study are described.

Библиографическая ссылка: 

Асратян Р.Э. Safe Internet Tunnel with Access Control Features to Web-services Based on SSL/TLS Protocol / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. https://ieeexplore.ieee.org/document/10303908.

75137

Автор(ы): 

Автор(ов): 

1

Параметры публикации

Тип публикации: 

Доклад

Название: 

Diagnostics of Pneumonia Using Anderson Discriminant Function

Электронная публикация: 

Да

DOI: 

10.1109/MLSD58227.2023.10303886

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

https://ieeexplore.ieee.org/document/10303886
Аннотация
We propose a simple method for diagnosing pneumonia from x-rays using Anderson discriminant function and posterior class probabilities.

Библиографическая ссылка: 

Зенков В.В. Diagnostics of Pneumonia Using Anderson Discriminant Function / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. https://ieeexplore.ieee.org/document/10303886.

75135

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Доклад

Название: 

Robust Non-linear Controller for Buck Converter

ISBN/ISSN: 

979-8-3503-3790-7

DOI: 

10.1109/MLSD58227.2023.10303881

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

1-6 (https://ieeexplore.ieee.org/document/10303881)
Аннотация
In this paper, a special kind of non-linear discontinuous feedback is proposed. It provides stabilization of the main parameter of the buck (step-down) converter, namely the output voltage. It is essential, that the input voltage and the load consumption current are unknown parameters. The idea, is to use so-called "vortex algorithms". Thesealgorithms are able to provide robust properties of the plant, considering external unmatched disturbances. Numerical simulation has been carried out, which confirms the performance of the proposed algorithms.

Библиографическая ссылка: 

Уткин А.В., Кочетков С.А. Robust Non-linear Controller for Buck Converter / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. 1-6 (https://ieeexplore.ieee.org/document/10303881).

75125

Автор(ы): 

Автор(ов): 

3

Параметры публикации

Тип публикации: 

Доклад

Название: 

Application of Advanced Systems of User Identification in APCS Control Subsystems

DOI: 

10.1109/MLSD58227.2023.10303955

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

https://ieeexplore.ieee.org/document/10303955
Аннотация
This paper presents research on applying the user identification subsystem for industrial automation systems. Within the framework of this study, we propose software and hardware architecture for the analysis of the effectiveness of identification systems using the browser fingerprints, including a backend server with SQL database and software modules for the analysis and visualization of the data collected. The results of the experiment show that modern frameworks and modules can be used for user identification in industrial automation systems. However, additional verification procedures for user control and management system are required. The maximum average accuracy of user identification based on their integrated browser fingerprint increases with the total number of authorizations (up to 92-93% at the end of the experiment), with almost no new fingerprints generated.

Библиографическая ссылка: 

Мещеряков Р.В., Исхаков А.Ю., Мамченко М.В. Application of Advanced Systems of User Identification in APCS Control Subsystems / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. https://ieeexplore.ieee.org/document/10303955.

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