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A comparison of the Covid-19 machine learning automation model and SPSS time series
(БрГТУ, 2022)This paper uses publicly available data on the prediction process of Covid-19 transmission in the world to attempt to predict the time series using the SPSS exponential Holt model and the Python ARIMA model. model model to predict the epidemic development trend and key nodes, quantitative analysis of ...2023-01-23
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Applying Kalman filter for the task of the biometric data time series unification
(БрГТУ, 2022)The use of the recursive Kalman filter for restoring missed values and time series frequency unification is discussed for the use case of biometric data collected from the user grade devices to monitor the mental and physical load on the user while working with some software or hardware product. ...2023-01-23
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Balance therapy gamification based on stabilotrainer with mobile access
(БрГТУ, 2022)This article is devoted to the gamification of balance therapy based on stabilotrainer with mobile access, with the preservation of training results on a cloud server and the differentiation of access to a remote database. Variants of game training are considered.2023-01-23
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Development of a biometric verification system to ensure the safety of airport passengers
(БрГТУ, 2022)The purpose of the work is to develop a verification system that allows to identify traveler using their real fingerprint. To model the system use case diagram, activity diagram, logical database model and wiring diagram were used. R305 Optical Fingerprint Scanner Sensor Module, Arduino IDE, Esp32-camera, ...2023-01-23
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«Homemode» – модульная беспроводная система «Умный дом»
(БрГТУ, 2022)With the appearance of smartphones, people increasingly began to use wireless data transmission methods. This trend has not bypassed the Smart Home systems market, some representatives of which have already felt that the usual methods of automation through the use of wired systems are not relevant for ...2023-01-23
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Research on digital campus information service system based on CRM concept
(БрГТУ, 2022)In the era of "customer centred" economy, this paper introduces customer relationship management, which is widely used by enterprises, into higher vocational institutions, updates the concept of higher vocational education, restructures business, allocates teaching resources reasonably, makes "customer ...2023-01-23
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Teaching container virtualization and the basics of the Kubernetes container orchestrator
(БрГТУ, 2022)The experience of developing a course on the basics of using the Kubernetes container orchestrator is presented. The course includes the principles of container virtualization, architectural features and key components of the Kubernetes platform, deploying and scaling applications based on it. The ...2023-01-23
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Альтернативный подход к организации обучения сигмоидальных нейронов в архитектуре многослойной нейронной сети
(БрГТУ, 2022)The article formulates and mathematically substantiates a modification of the Back Propagation Error (BPE) algorithm for accurate training of neural elements with a sigmoid activation function in the architecture of a multilayer neural network. The proposed training rules for modifying the synaptic ...2023-01-23
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Анализ вероятности отказа конструкции на основе приближения хвостовых частей распределений случайных величин нагрузки и сопротивления
(БрГТУ, 2022)The article discusses the analysis of the reliability of the structure, which is performed on the example of the calculation of a compressed reinforced concrete column, in which the state of the column X is determined as the difference between itscompression resistance R and the external compressive ...2023-01-23
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Анализ инструментов CRM Salesforce для автоматизации распределения входящих записей среди пользователей
(БрГТУ, 2022)The problematic situation of automation of the distribution of incoming CRM rec-ords among CRM users is described, the possibilities of a criteria approach to such distribution are determined. The main tools of CRM Salesforce using the criteria approach for solving a problem situation are identified, ...2023-01-23
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Возможности применения порядковых статистик в задачах обеспечения надежности технических объектов
(БрГТУ, 2022)The problems of analytical calculation of the technical objects reliability by the limit state method at all stages of the object's life cycle (design, creation, operation) are considered. The fundamental shortcomings of the statistical analysis traditional (parametric) methods are shown for the ...2023-01-23
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Информационные технологии в дистанционном обучении на уроках математики
(БрГТУ, 2022)The article studies distance learning. It proves that the effectiveness of distance learning depends on the pedagogical technologies used in conducting distance lessons. Special attention is paid to the description of the unique opportunities of distance learning which provide the intensification of ...2023-01-23
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Использование информационных технологий при организации пассажирских перевозок посредством беспилотного транспорта
(БрГТУ, 2022)Information technologies are used in various areas of human activity, including the organization of passenger transportation, allowing you to track changes in passenger traffic in real time and carry out adequate dispatching of the transportation process. The proposed work describes the concept of a ...2023-01-23
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Исследование возможности применения неинвазивного оптического метода глюкометрии
(БрГТУ, 2022)The article highlights the problem of diabetes. Existing methods for determining the level of glucose in blood are considered. Much attention is paid to non-invasive methods for determining blood glucose. The method of near infrared spectroscopy was applied in practice. Based on the results obtained, ...2023-01-23
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Клеткавы аўтамат для мадэлявання дажджавога сцёку
(БрГТУ, 2022)The two dimensional cellular automaton and a reasonable simplifications for the shallow water (Saint Venant) differential equations based model, for the computational simulation of rain surface runoff is proposed. The adequacy analysis of the calculations performed in their practical application is presented.2023-01-23
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Компьютеризация физического лабораторного практикума
(БрГТУ, 2022)The question of constructing a physical laboratory workshop based on a PC is discussed. Two approaches are compared: the use of digital laboratories and specialized laboratory installations. It is shown that the second way is preferable. It is consistent with the trend of modern instrument making, ...2023-01-23
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Концепция и реализация системы типа «Перчатка» для определения положения кисти руки в пространстве
(БрГТУ, 2022)An own concept of a hardware-software complex, consisting of a virtual reality glove, has been developed. This system has the basic functions of tracking, capturing and transmitting information about the flexion of the joints of all five fingers, detecting the position and orientation of the hand in ...2023-01-23
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Модификация работы городского общественного пассажирского транспорта
(БрГТУ, 2022)An optimization model for organizing the work of the urban passenger public transport system is proposed, which consists in choosing a unique route for its movement. A necessary condition for the implementation of this optimization is the ability for passengers to register their final stops.2023-01-23
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О применимости айтрекеров потребительского сегмента в исследовательских задачах
(БрГТУ, 2022)An analysis of the use of oculography based effectiveness assessment of the human machine interaction with modern oculographic devices (eye trackers) of the consumer segment is presented. An overview of using such eye trackers to map the hit points of the user's gaze in usability research tasks is ...2023-01-23
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О разработке открытого программного обеспечения для обучения студентов информационного профиля
(БрГТУ, 2022)It is proposed on the basis of some fairly simple typed data processing models, namely, models of the simplified accounting system, to create for various instrumental environments a line of open software systems with a single algorithm, user interface and structure databases for teaching students ...2023-01-23