Компьютерные и информационные науки список научных статей

В данной работе исследуется возможность повышения точности модели MNv3 при использовании сетей Колмогорова-Арнольда (Kolmogorov-Arnold Networks, KAN) на завершающих этапах обработки признаков. Сети KAN позволяют представлять сложные многомерные функции через суперпозицию функций одной переменной,...

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Статья посвящена вопросам исследования проблематики оценки состояния водителей транспортных средств, а также обзору актуальных методов и подходов, применяемых для определения факторов, негативно воздействующих на их возможности корректного участия в процессе дорожного движения. Рассмотрены методы...

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Веб-приложения сталкиваются с проблемой кражи сеансов, поскольку не существует системы непрерывной аутентификации для защиты приложений во время их использования. В этой статье обсуждается метод непрерывной аутентификации, основанный на поведенческих биометрических измерениях щелчков мыши и его...

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This article is dedicated to the development of network simulator. The authors have developed scenarios, algorithms and program codes of a training application intended for implementation in the educational environment of a university. The developed application serves as a simulator of the system...

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The authors present their views on the essence of systems with artificial intelligence and point out the limitations to the use of those systems. Based on these considerations, an approach for the correct and effective use of artificial intelligence is proposed. A system with artificial...

This paper investigates the reliability, availability and maintainability (RAM) characteristics of a in different systems of the process industries. Critical mechanical subsystems with respect to failure frequency, reliability and maintainability are identified for taking necessary measures for...

Quadrasophic Fuzzy Set is one of the generalizations of Fuzzy set theory. In this artifact, a definition of the Quadrasophic Fuzzy Algebra and its characteristics are provided. The definition of a Quadrasophic Fuzzy Matrix is explored with the aid of Quadrasophic Fuzzy Algebra. The binary operators ...

Heavy-tailed data are commonly encountered in various real-world applications, particularly in finance, insurance, and reliability engineering. This study focuses on the Lomax distribution, a powerful tool for modeling heavy-tailed phenomena. We investigate the estimation of parameters in two Lomax ...

This article presents a double acceptance sampling plan for products whose lifetimes follow a generalized inverted exponential distribution. The plan uses a zero-one failure scheme, where a lot is accepted if there are no failures observed in the first sample, and it is rejected if more than one...

This paper investigates the power-saving mechanisms of Discontinuous Reception (DRX), a technique used in wireless communication networks to reduce energy consumption. By employing a discrete-time Geo/Geo/1 queueing model with differentiated vacations and system disasters, we aim to more accurately ...

Due to the requirements for the flexible statistical model to fit the lifetime data, we extended the truncated exponential topp-leone family due to its bounded interval, and introduced a truncated exponential log topp-leone generalized family of distributions. we examine some properties including...

In this research, we introduce and analyze a new family of distributions called the sine generalized odd log-logistic-G family. This is driven by the reality that no single distribution can effectively model all types of data across different fields. Consequently, there is a need to develop...

The use of Docker containers and their orchestration tools is rapidly improving as Web application deployment shifts from a serveror VM-based approach to a container-based approach. Docker Swarm is a flexible and simple container orchestration tool. it is widely used by application developers for...

Aim: To provide a new Liu regression procedure for predictive modeling in cases of multicollinearity and with/without outliers. Methods: Regression analysis is employed in many statistical research domains for both estimation and prediction. Liu and Robust Estimators were developed in a classical...

Optimal route selection for delivering product is the major concern for organizations related to supply chain management. The choice of route is crucial as it has a big impact on an organization’s finances. In this research, an optimum solution with inaccurate and hazy parameters to a fuzzy least...

The aim of the present study is to investigate reliability, availability, maintainability, and dependability (RAMD) of crystallization system of a sugar production plant. Previous studies attentive on the reliability and availability analysis of sugar plants specially its subsystems like...

Structural steel is widely utilized in the construction engineering sector to build a variety of buildings, including flyovers, skyscrapers, plants, heavy machinery vehicle structures, etc., in different combinations. Due to their wide range of applications, particularly in the automotive and...

Enhancing inventory control for perishable goods is challenging since their shelf life is short and their demand is constantly changing. The current research examines into a more advanced inventory model for perishable goods, where demand is affected by both time and the reliability the product....

The main objective of this study is to demonstrate how a company’s inventory management can be significantly impacted by its ability to provide reliable, high-quality products and to balance stock availability in order to maintain customer satisfaction. Such measures can ultimately lead to an...

This paper delves into the strategic utilization of inspections to determine the appropriate action for components within redundant systems following unit and switch failures. Post-failure, the timely execution of repair and replacement procedures is paramount for restoring system functionality. By ...