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СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ最新文献

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INTELLIGENT ANALYSIS OF THE INFORMATION SECURITY EVENT FLOW NETWORK IDS 智能分析网络id的信息安全事件流
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.012
Д.Е. Горохов, Д.С. Уваров
{"title":"INTELLIGENT ANALYSIS OF THE INFORMATION SECURITY EVENT FLOW NETWORK IDS","authors":"Д.Е. Горохов, Д.С. Уваров","doi":"10.36622/vstu.2022.88.2.012","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.012","url":null,"abstract":"В статье рассматривается модель поиска аномалий в многомерном временном наборе признаков потока СИБ на основе метода роста ошибки предсказания в момент появления аномалии, основанная на рекуррентных нейронных сетях с долгой краткосрочной памятью LSTM. Описана математическая модель и приведены результаты ее применения.\u0000 The article considers a model for searching for anomalies in a multidimensional time set of SIB stream features based on the method of prediction error growth at the moment of anomaly occurrence, based on recurrent neural networks with long short-term memory LSTM. The mathematical model is described and the results of its application are presented.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121123860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SOFTWARE AND ALGORITHMIC SUPPORT FOR MISSING DATA IMPUTATION 缺失数据输入的软件和算法支持
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.010
Е.А. Глебова, А.Г. Пимонов
{"title":"SOFTWARE AND ALGORITHMIC SUPPORT FOR MISSING DATA IMPUTATION","authors":"Е.А. Глебова, А.Г. Пимонов","doi":"10.36622/vstu.2022.88.2.010","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.010","url":null,"abstract":"В статье представлено разработанное программное обеспечение импутирования пропущенных данных. В составе ядра созданной информационной системы реализованы различные алгоритмы и методы восстановления пропущенных наблюдений.\u0000 The article presents the developed software for imputation of missing data. As part of the core of the created information system, various algorithms and methods of missing observations recovery are implemented, the most promising of which is the evolutionary, which allows the complex use of neural network technology and a genetic algorithm.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122893103","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MODERN INTELLIGENT FARM MANAGEMENT TECHNOLOGIES: CHALLENGES AND WAYS OF DEVELOPMENT 现代智能农场管理技术:挑战与发展途径
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.015
Е.Ю. Авксентьева, С.В. Кулешов, А.А. Зайцева, В.Н. Суровцев
{"title":"MODERN INTELLIGENT FARM MANAGEMENT TECHNOLOGIES: CHALLENGES AND WAYS OF DEVELOPMENT","authors":"Е.Ю. Авксентьева, С.В. Кулешов, А.А. Зайцева, В.Н. Суровцев","doi":"10.36622/vstu.2022.88.2.015","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.015","url":null,"abstract":"Представлено краткое резюме исследований, проведенных на взрослом крупном рогатом скоте, определяем существующее состояние, проблемы и возможные пути дальнейшего развития технологий мониторинга здоровья молочного скота и управления стадом.\u0000 This article provides a brief summary of research carried out on adult cattle, identifying the current status, challenges and possible ways forward for dairy cattle health monitoring and herd management technologies in real time.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125160312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IMPROVING THE MECHANISM OF IMPLEMENTATION OF PPP PROJECTS TO IMPROVE THE EFFICIENCY OF TRANSPORT AND LOGISTICS COMPANIES 完善PPP项目实施机制，提高运输物流企业效率
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.017
А.В. Новичихин, В.А. Буйвис
{"title":"IMPROVING THE MECHANISM OF IMPLEMENTATION OF PPP PROJECTS TO IMPROVE THE EFFICIENCY OF TRANSPORT AND LOGISTICS COMPANIES","authors":"А.В. Новичихин, В.А. Буйвис","doi":"10.36622/vstu.2022.88.2.017","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.017","url":null,"abstract":"В статье, на основе усовершенствованного механизма реализации проектов государственно-частного партнерства , решена задача повышения эффективности функционирования транспортно-логистических компаний в условиях АТУ АО «ЕВРАЗ ЗСМК» .\u0000 In the article, on the basis of an improved mechanism for the implementation of PPP projects, the task of improving the efficiency of the functioning of transport and logistics companies in the conditions of the ATU of EVRAZ ZSMK JSC is solved. The proposed mechanism makes it possible to increase the efficiency of the justification of management decisions in the operational and strategic planning of the allocation of resources of the road complex.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124621033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
INTELLIGENT ANALYSIS OF THE DYNAMICS OF A THREE-POSITION GRAPHICAL MANIPULATOR, SUCH AS A "MOUSE", AS AN ELEMENT OF BEHAVIORAL BIOMETRICS 智能分析三位置图形机械臂的动力学，如“鼠标”，作为行为生物识别的一个元素
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.018
А.Г. Уймин
{"title":"INTELLIGENT ANALYSIS OF THE DYNAMICS OF A THREE-POSITION GRAPHICAL MANIPULATOR, SUCH AS A \"MOUSE\", AS AN ELEMENT OF BEHAVIORAL BIOMETRICS","authors":"А.Г. Уймин","doi":"10.36622/vstu.2022.88.2.018","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.018","url":null,"abstract":"Проанализированы и описаны основные инструменты анализа поведенческой биометрии на основе данных мыши, подготовлен dataset на основе данных; разработана схема алгоритма предварительной обработки данных приведено его обоснование.\u0000 The main tools for analyzing behavioral biometrics based on mouse data are analyzed and described, a dataset based on data is prepared; a scheme of a data preprocessing algorithm is developed, its justification is given; DL models for CA and AD are analyzed based on the analysis, a model of behavioral biometrics is proposed within the framework of the problem being solved.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127848762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ALGORITHM OF DYNAMIC COORDINATE-VARIABLE EMBEDDING AND AUTOMATIC DETECTION OF INVISIBLE ROBUST DIGITAL WATERMARKS IN THE FREQUENCY DOMAIN OF THE VIDEO STREAM 视频流频域不可见鲁棒数字水印的动态坐标变量嵌入与自动检测算法
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.003
С.В. Морковин, Андрей Александрович Миняев, А.Б. Мишин, А.Н. Овсянников
{"title":"ALGORITHM OF DYNAMIC COORDINATE-VARIABLE EMBEDDING AND AUTOMATIC DETECTION OF INVISIBLE ROBUST DIGITAL WATERMARKS IN THE FREQUENCY DOMAIN OF THE VIDEO STREAM","authors":"С.В. Морковин, Андрей Александрович Миняев, А.Б. Мишин, А.Н. Овсянников","doi":"10.36622/vstu.2022.88.2.003","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.003","url":null,"abstract":"Одним из способов внедрения цифровых водяных знаков является преобразование в частотной области изображения. В статье предлагается алгоритм динамического внедрения цифровых водяных знаков в видеоданные.\u0000 Global scientific and technological progress contributes to the continuous growth of multimedia content in the global network. In some cases, when creating and distributing unique video information, the task of copyright protection arises, as well as the task of unambiguous identification of the content source. Therefore, the preservation of protected, stable and visually imperceptible signs with information about the sources of reproduction in the structure of the video stream is an urgent task. A common method of protecting multimedia information from unauthorized distribution is the introduction of digital watermarks in the video sequence. One of the ways to introduce digital watermarks is to transform in the frequency domain of the image. At the same time, any changes in the frequency spectrum will certainly lead to image distortion and the appearance of artifacts. Therefore, the method of implementing a hidden message should provide as little visual distortion of video data as possible. At the same time, the hidden message must be robust enough to remain retrievable after various impacts and operations with video data. The article proposes an algorithm for the dynamic implementation of digital watermarks in video data, which consists in changing the coordinates of the marker insertion according to the law of pseudorandom sequence.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124003470","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PARAMETER IDENTIFIABILITY OF THE MATHEMATICAL MODEL OF A CHEMICAL REACTION 化学反应数学模型的参数可辨识性
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.004
Л.Ф. Сафиуллина, И.М. Губайдуллин
{"title":"PARAMETER IDENTIFIABILITY OF THE MATHEMATICAL MODEL OF A CHEMICAL REACTION","authors":"Л.Ф. Сафиуллина, И.М. Губайдуллин","doi":"10.36622/vstu.2022.88.2.004","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.004","url":null,"abstract":"Целью статьи является определение параметров математической модели химической реакции пиролиза пропана. В статье представлены найденные оптимальные значения кинетических параметров пиролиза пропана и показано, что модель правильно описывает имеющиеся экспериментальные данные.\u0000 The aim of this paper is to determine the parameters of a mathematical model of the chemical reaction of propane pyrolysis. The importance of the topic is due to the modern needs of industry, such as the improvement of chemical reactors and oil or gas processing. Mathematical modeling of the process is based on the use of the mass conservation law. The article presents the theory, methods and algorithms for determining the parameters of a mathematical model of a chemical reaction. To solve an initial (forward) problem, implicit methods for solving stiff ODE systems are used. The genetic algorithm to solve the inverse problem are used. We also apply sensitivity analysis and identity analysis before solving the inverse problem. The article presents the found optimal values of the kinetic parameters of propane pyrolysis and shows that the model correctly describes the available experimental data.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125139697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ON THE APPLICATION OF EVOLUTIONARY ALGORITHMS FOR THE IDENTIFICATION DYNAMIC PROCESSES IN THE ECONOMY 演化算法在经济动态过程辨识中的应用
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.006
Т.С. Карасева, Евгений С. Семенкин
{"title":"ON THE APPLICATION OF EVOLUTIONARY ALGORITHMS FOR THE IDENTIFICATION DYNAMIC PROCESSES IN THE ECONOMY","authors":"Т.С. Карасева, Евгений С. Семенкин","doi":"10.36622/vstu.2022.87.1.006","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.006","url":null,"abstract":"Представлен подход на основе эволюционных алгоритмов для идентификации динамических систем в виде дифференциальных уравнений. Подход включает самонастраивающиеся алгоритмы генетического программирования и дифференциальной эволюции.\u0000 The paper considers an approach based on evolutionary algorithms for the identification of dynamical systems in the form of differential equations. The approach includes self-configuring algorithms for genetic programming and differential evolution. The authors demonstrate the efficiency of the approach when building models of economic processes.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125204068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
OPTIMIZATION METHODOLOGY FOR NEURAL NETWORK ELEMENTS ON THE EXAMPLE OF PERCEPTRON 以感知器为例的神经网络元素优化方法
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.001
Алексей Галактионович Бычков, Татьяна Викторовна Киселёва, Е.В. Маслова
{"title":"OPTIMIZATION METHODOLOGY FOR NEURAL NETWORK ELEMENTS ON THE EXAMPLE OF PERCEPTRON","authors":"Алексей Галактионович Бычков, Татьяна Викторовна Киселёва, Е.В. Маслова","doi":"10.36622/vstu.2022.87.1.001","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.001","url":null,"abstract":"В работе рассматриваются структура нейрона и математические методы, используемые для подсчёта его значений. Для ускорения работы по расчётам этих значений предложены более эффективные методы расчёта градиента на этапе обратного прохода.\u0000 The paper discusses the structure of a neuron and the mathematical methods used to calculate its values. To speed up the work on calculating these values, more efficient methods for calculating the gradient at the back pass stage are proposed. Various ways of optimizing the initial data set are also considered, which also affects the speed of the algorithms.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122466292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ALGORITHMIC STRATEGY OF AUTOMATED CREATION OF MULTICOMPONENT SOFTWARE TOOLS 多组件软件工具自动创建的算法策略
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.012
Н.А. Рындин, А.В. Потудинский
{"title":"ALGORITHMIC STRATEGY OF AUTOMATED CREATION OF MULTICOMPONENT SOFTWARE TOOLS","authors":"Н.А. Рындин, А.В. Потудинский","doi":"10.36622/vstu.2022.87.1.012","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.012","url":null,"abstract":"В статье описывается алгоритмическая стратегия, способствующая созданию многокомпонентных программных средств для автоматизированного производства (CAM) и виртуального производства.\u0000 The article describes an algorithmic strategy that promotes the creation of multicomponent software tools for automated production (CAM) and virtual production.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"428 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115931956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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