СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ最新文献_第5页

INFORMATION SYSTEM FOR COMBINED DATA ANALYSIS OF VIDEONYSTAGMOGRAPHY AND ELECTROENCEPHALOGRAPHY 视频震图和脑电图联合数据分析信息系统

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.014

А.В. Непрокин

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FORMATION OF A SUBSYSTEM OF INFORMATION SERVICE OF THE AUTOMATED CONTROL COMPLEX 形成自动化控制综合体的信息服务子系统

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.011

В.А. Голобоков, А. А. Ступина, И.П. Рожнов

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DECISION-MAKING METHODOLOGY UNDER UNCERTAINTY USING THE THEORY OF LATENT VARIABLES 利用潜变量理论研究不确定条件下的决策方法

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.006

Александр Ананьев, К.С. Иванников, С.И. Моисеев

{"title":"DECISION-MAKING METHODOLOGY UNDER UNCERTAINTY USING THE THEORY OF LATENT VARIABLES","authors":"Александр Ананьев, К.С. Иванников, С.И. Моисеев","doi":"10.36622/vstu.2022.88.2.006","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.006","url":null,"abstract":"В работе предлагается оригинальная методика оценивания альтернатив при принятии решений в условиях неопределенности, которая учитывает чувствительность альтернатив к изменению внешних условий. Приведены результаты вычислительных экспериментов, подтверждающие адекватность полученных оценок альтернатив.\u0000 This paper proposes an original method for evaluating alternatives when making decisions under conditions of uncertainty, which takes into account the sensitivity of alternatives to changes in external conditions. The results of computational experiments are presented, confirming the adequacy of the obtained estimates of alternatives. The developed scientific and methodological apparatus has considerable generality and can be extended to a wide range of decision-making problems.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"4 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":"131288192","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}

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STUDY OF THE POSSIBILITY OF USING MACHINE LEARNING METHODS TO PREDICT THE DEVELOPMENT OF BRANCHES OF SCIENCE 研究使用机器学习方法预测科学分支发展的可能性

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.016

Н.И. Морозова, А.Н. Берёза, Н.В. Берёза

{"title":"STUDY OF THE POSSIBILITY OF USING MACHINE LEARNING METHODS TO PREDICT THE DEVELOPMENT OF BRANCHES OF SCIENCE","authors":"Н.И. Морозова, А.Н. Берёза, Н.В. Берёза","doi":"10.36622/vstu.2022.88.2.016","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.016","url":null,"abstract":"Статья посвящена определению принципа использования библиометрических показателей при создании подсистемы прогнозирования публикационной активности с использованием интеллектуальных методов. Показано, что наиболее оптимальным является метод машинного обучения DecisionTree.\u0000 The article is devoted to determining the principle of using bibliometric indicators when creating a subsystem for predicting publication activity using intelligent methods. Key bibliometric indicators and examples of calculations for three areas within the technical scientific direction are presented: neural networks, genetic algorithms and data science. Machine learning methods for forecasting under uncertainty are analyzed. The choice of tools for the development of a mathematical model of the decision-making process in the field of scientific research has been made. It is shown that the DecisionTree machine learning method is the most optimal. The methodological apparatus is described, a training sample is created, and a predictive mathematical model is proposed that allows one to speak with sufficient accuracy about the number of future publications within each selected scientific group.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"82 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":"123657039","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}

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INTEGRATED MECHANISM FOR PLANNING, CONTROL AND STIMULATION OF THE ACTIVITY OF TEACHERS IN HIGHER EDUCATION INSTITUTIONS 高校教师活动规划、控制与激励的综合机制

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.007

Р.С. Койнов, С.М. Кулаков, Т.М. Гулевич, М.В. Ляховец

{"title":"INTEGRATED MECHANISM FOR PLANNING, CONTROL AND STIMULATION OF THE ACTIVITY OF TEACHERS IN HIGHER EDUCATION INSTITUTIONS","authors":"Р.С. Койнов, С.М. Кулаков, Т.М. Гулевич, М.В. Ляховец","doi":"10.36622/vstu.2022.88.2.007","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.007","url":null,"abstract":"Описан новый механизм планирования, оценивания и стимулирования эффективности деятельности профессорско-преподаватель-ского состава, кафедр, институтов (факультетов) образовательного учреждения, учитывающий наличие государственного задания по видам деятельности и новых отраслевых аккредитационных показателей.\u0000 The article describes a new mechanism for planning, evaluating and stimulating the effectiveness of the activities of the teaching staff, departments, institutes (faculties) of an educational institution, taking into account the presence of a state assignment by type of activity and new industry accreditation indicators for educational programs. The formalization of the complex management mechanism, particular indicators are given, on the basis of which the final indicator of efficiency is calculated. The advantage of this mechanism, which ensures the implementation of the principle of coordinated planning, is shown. The theoretical basis of the developed proposals are: the theory of management of multilevel hierarchical organizational systems, system analysis.","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":"115165567","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

APPROXIMATION OF TRAFFIC PARAMETERS VALUES OF A MULTISERVICE COMMUNICATION NETWORK BY A MIXTURE OF MULTIVARIATE NORMAL DISTRIBUTIONS WITH A DIFFERENT NUMBER OF COMPONENTS 多业务通信网络通信量参数的多元正态分布近似

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.002

В.А. Баранов, О.В. Крюков, С.А. Покацкий, И.О. Сушенцов

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MONITORING OF EMERGENCY COMBINATIONS OF EVENTS DURING THE INSPECTION OF INDUSTRIAL FACILITIES BY UNMANNED AERIAL VEHICLES 在无人驾驶飞行器检查工业设施期间对事件的紧急组合进行监测

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.013

А.А. Косицын, Алексей Сергеевич Богомолов, В.А. Кушников, Виктор Андреевич Иващенко, Д.В. Сердечный

引用次数: 0

MATHEMATICAL SIMULATION OF THERMAL DEFORMATION PROCESSES OF RESISTANCE SPOT WELDING 电阻点焊热变形过程的数学模拟

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.005

Е.Г. Яшметов

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DATA PRE-PROCESSING FOR COMPLEX SYSTEM BEHAVIOR ANALYSIS 复杂系统行为分析的数据预处理

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.008

Н.Л. Резова, Л.А. Казаковцев, Г.Ш. Шкаберина, М.И. Цепкова

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ADJACENT ELEMENTS OF INFORMATIVE SIGNALS AND THEIR APPLICATION IN THE ANALYSIS OF DYNAMIC PROCESSES 信息信号的相邻元素及其在动态过程分析中的应用

СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-06-05 DOI: 10.36622/vstu.2022.88.2.009

В.Н. Цыганенко, А.Г. Белик

{"title":"ADJACENT ELEMENTS OF INFORMATIVE SIGNALS AND THEIR APPLICATION IN THE ANALYSIS OF DYNAMIC PROCESSES","authors":"В.Н. Цыганенко, А.Г. Белик","doi":"10.36622/vstu.2022.88.2.009","DOIUrl":"https://doi.org/10.36622/vstu.2022.88.2.009","url":null,"abstract":"Предлагается и обсуждается применение прилегающих элементов как системный метод прикладного функционального моделирования информативных сигналов в задачах оценивания и анализа предельных состояний динамических процессов.\u0000 The use of adjacent elements is proposed and discussed as a systematic method of applied functional modeling of informative signals in the problems of estimating and analyzing the limit states of dynamic processes. Algorithms and methods of their application for the construction of linear and harmonic adjoinment models for the study of trends and periodicity of time series of data have been developed. Possibilities of using the technique in applied problems of analytical estimation and forecasting of dynamically changing processes are studied. The results of the studies showed the expediency of using the method in various applied problems of studying behavior in control and management systems for various purposes.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"16 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":"117136401","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