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In traffic monitoring and surveillance systems that have been improved with the empirical mode decomposition (EMD) technology, this re- search suggests an effective radar-based method for vehicle classification. A type of signal known as micro-Doppler signatures can identify minute motion patterns in...

Monitoring the health of plants and diagnosing diseases at early stages is an important step to boost agricultural productivity. This project proposes an IoT plant monitoring system that collects images of plants, taking into consideration secondary environmental factors such as soil moisture, temperature,...

To measure the level of coordinated development of digital finance and regional economy, understand the development trend of digital finance and regional economy. Based on the synergistic effect of digital finance and regional economic development, the study selects the 4 order parameters of the regional...

Driver fatigue-induced road accidents are one of the primary threats to traffic safety, and this has driven the need for real-time detection systems. A driver drowsiness detection system based on deep learning, machine learning, and computer vision is proposed in this study for improving road safety....

Precise identification and quantification of necrotic lung lesions in CT scans are important for analyzing lesion traits and monitoring disease advancement; how- ever, conventional techniques frequently face challenges in extracting detailed features and depend significantly on manual input. An optimized...

One of the biggest problems today is how fast misinformation spreads, affecting people, groups, and entire societies. With so many of all of the people relying on social media such as WhatsApp, Facebook, and blogs, it’s more important now than ever it was to check for whether the information that we...

The remote sensing imagery classification is a vital application of machine learning technology going beyond satellite-based platforms into aerial imagery. These techniques substitute for conventional manual categorization, allowing for auto- mated detection of particular land features in geospatial...

Kidney tumor segmentation and identification. This system detects tumor in digital images of kidneys by means of analysis. Precision tumorlocalisation is achieved using U-Net model, so improving the segmentation and detection flow. This method guarantees better performance in medical diagnostics as well...

This paper discusses the issues of meta-subject construction of “Special chapters of physics” course contents for masters in STEM-specialties. The main informative unit of the course – the term of physical world-image (PWI) – displaying coherence and correlation of humanitarian, science and technology...

This paper presents the theory behind using AI for big data processing. It considers an artificial neural network designed to make decisions whether to open a position on a SiU9 futures contract; to that end, Spark-based big data processing is applied. It is hypothesized and proven herein that the futures...

The article considered the theoretical basis for the calculation of financial risks, their hedging with the help of artificial intelligence. The article presents a neural network for the assessment of financial risk for atime sequence of VAR-methods with a view to mitigate it when engaging in stock exchange...

Cyberbullying has become a major concern in digital communication, as they are appropriate for any other device, social media is on-demand giving rise to a new form of bullying called cyberbullying and their detection is required for immediate action. In this work, we propose an automated cyberbullying...

This Paper focuses on enhancing the detection of student attentiveness in online classes through the use of Recurrent Neural Networks (RNNs). The system leverages video data to assess student engagement by analyzing both emotions and behavioral cues over time. RNN-based models are employed to handle...

This study aims to evaluate the financial performance of PT. Dyandra Media International based on the DuPont system, which includes the ratios of Total Assets Turnover (TATO), Net Profit Margin (NPM), and Return on Investment (ROI**) for the period of 2021–2023. The research employs a quantitative descriptive...

The purpose of an intrusion detection system is to prevent damaging attacks. Additionally, the tactics and technologies used by attackers are always changing. In the last work, we proposed employing random forest and support vector machines (SVM) in military defense environments (KDD dataset).Numerous...

Most companies aimed at long-term sustainable development take full responsibility to reduce the environmental risks in order to guarantee environmental safety and social justice of the planet’s population. In accordance with circular economy principles, energy efficiency and energy saving are currently...

Cardiovascular diseases (CVDs) pose a significant worldwide health issue, and early prevention and detection are therefore critical to lowering mor- tality. This heart disease prediction app relies on sophisticated machine learn-ing techniques to assess an individual’s risk level against vital health...

The “Two-Stage framework for Job Title Identification System in Online recruitment” presents an approach to accurately extracting and classifying job titles from online job advertisements using a two-stage process. This system addresses the challenge of parsing and understanding job titles from diverse...

Wine tourism is getting popular in market throughout the world and wine tourism experience keep arousing tourism scholars’ attention. However, for what constructs a wine tourism experience still remains debated. This study aims to identify the underpinning constructs of wine tourism experience using...

Sign language translation systems have been studied over and over and have become really important for helping deaf people talk to those who hear every day. This paper is a broad overview of what recent critical progress has been made in the conversion of one sign language into another, conveying efforts...

A 2-port MIMO (Multiple input Multiple Output) antenna is analyzed in this research. The antenna configuration is designed with antenna elements positioned orthogonally. FR4 foundation, with an antenna with a dielectric constant of 4.4 and a loss tangent of 0.02 is built. Within the below-6 GHz spectrum,...

The article proposes a method for assessing the influence of globalisation on premiums in merger and acquisition (M&A) deals of electric power companies. The independent variable in the research is a relative premium value, i.e., an excess of the amount paid in a deal (in view of the share) over the...

Packaging Standards; Packaging quality is key in the modern industrial sector where defects can cost-businesses large sums and harm their brand, image. Conventional ways of inspection are time-consuming, labour intensive and error prone, unsuitable for modern production. The project explores the use...

From barter system trading, to paper currency and now to digital economy, the global economy has come a long way. With enhanced technology, the digitization has spurred the communication between people. People can interact with each other, and thus, the effect is quickly observed in the economy. The...

The article presents an analysis of the regulatory framework for the financial activities of an educational organization and features when using e-learning and distance learning technologies. The use of information resources in the educational process is an essential component of any distance learning...

The rapid evolution of malware poses significant challenges for traditional detection methods, necessitating advanced approaches that combine deep learning with effective interpretability techniques. This work combines Long Short Term Memory (LSTM) networks and Generative Adversarial Networks (GANs)...

The article considers the problem of increasing the efficiency of corporate procurement that based on the development of a methodology for their control. The authors propose to introduce preliminary estimate (budget) control, acting on the basis of unified estimate (budget) software, into the procurement...

The article covers the issue of efficiency assessment of individual oil and gas businesses that use key performance indicators. The authors try to improve the efficiency assessment methodology on the basis of SPACE-method. The approach is relevant as it suggests the transition from qualitative efficiency...

Almost one in six deaths worldwide is due to infection, although the speed and accuracy of conventional diagnostic techniques are limited. Medical image analysis, such as CT and MRI scans, can now be done more quickly and accurately thanks to artificial intelligence (AI), which has become a potent tool...

The purpose of this article is to reveal the limitations of the Regional Integration Agreements (RIAs) laid down by the neoclassic market fundamentalism. The author then goes on to describe these limitations as a few controversies. For example, at one point, capitalism requires free enterprise, free...

In the article it is discussed the particularities of mechanism of the special economic zones (SEZ) based on using advantages of public and private partnership. At present the SEZ of technical implementation type are the most perspective. In this work the possibility of creating the economic zone on...

The point of collective investment is to organise investments under professional management to collect funds from separate investors and later invest them with high yield. So, investments of several investors are managed as a unified portfolio, with every investor having his own share that is proportionate...

The article presents a comparative analysis of financing housing markets in India, China and Japan. Criteria have been identified by which a comparison can be made: the purpose of acquiring housing, sources of financing the housing market, the role of the state, measures of financial support by the state,...

Explosively Formed Projectile (EFP) is a new branch of the shaped charge technology. It is developed as an anti-solid target technology in recent decades. Velocity of EFP changes quickly with the change of EFP shape. It is very important to research the velocity and morphology change of EFP in their...

The purpose of this article is to find potential approaches to establishing institutions of the mutual common use by the BRICS. The topic is time-relevant, because there is a need to look for ways which could help create the toolkit to make a consensus at the international level without establishing...

The purpose of the article is to substantiate and update the strategic development of the region in the face of challenges of digital transformation of all aspects of life. In response, regions have to switch to new models and tools for survival, apply new approaches: institutional, platform, project....

It does not have an advantage in international competition though Qingdao Haier has a high market share in domestic home appliances. In 2016, in order to improve its competitiveness in the international market, Qingdao Haier acquired the home appliance business of American General Motors with US $5.4...

Imagining living in the past without the facilities that are available to people today seems a bit too hard to survive. We live in an era where our dependency upon technology in our routine tasks has driven us to a point where we take most of gifts of technology for granted. Technology has transformed...

The purpose of the article is to assess the prospects of Russia’s social and regional development in the short term on the basis of a comparative analysis of budgetary and extrabudgetary financing of regions. The analysis tools are direct and indirect indicators of the development of social potential...

Professional activities of a teacher under the conditions of globalization and IT development of the society have determined stricter social and educational requirements for language training of students doing a Master’s degree in pedagogy. The development of new generation Federal State Educational...

In the real world, the project of business decision is relatively long and requires more capital investment, which leads to higher requirements for the feasibility of project investment and scientific decision-making. To improve the science of business decision-making, the application of a series of...

Both net present value (NPV) and equivalent annual cost (EAC) are appropriate methods for modifying an investment project. While Net Present Value may assist investors in evaluating the project’s cash flows, EAC illustrates the cost of several projects over a year. The purpose of this research is to...

Innovative development of informatization systems in the industrial sector comes under the scrutiny of both business entities and the state. Informatization tools used by industrial enterprises are the key to improving efficiency and developing innovative activities. Business processes in industry are...

In this article, we present an automatic currency recognition system based on digital image processing methods. The system is designed to identify currency notes through major features such as size, color, and printed text such that users are able to identify major details such as currency value, denomination,...

Every day, video streaming services produce enormous volumes of information, making it difficult for consumers to locate videos that are relevant to their interests. By offering personalized material based on viewing history, preferences, and metadata, recommendation engines improve the user experience....

The weighted average cost of capital (WACC) is used to estimate the profitability of the company’s capital, the rate of return of the investment project and business. Within the framework of the article, an analysis of the methods for calculating the weighted average cost of capital of a company was...

Every kind of processor relies on full adders in their design and development. An area-efficient full adder with a small number of transistors is shown in this project. It is designed to be both powerful and power-efficient. In this paper, we present the design of a low-power full adder with good performance,...

Based on scientific and practical ideas about regional economic integration, a modern strategy of China’s integration is presented. It is considered in the context of the initiative “One belt, one road”, proclaimed by the leadership of the country. Arguments are given that the initiative is designed...

The topic of employees’ competitiveness introduces new issues into the era of digital transformation. Employees should not only to possess the necessary digital competencies, but to improve them, as well as to acquire additional digital competencies to increase their competitiveness. There is a methodology...

Employees’ competitiveness in the era of digital transformation is inextricably linked with digital competencies and digital skills that raise many questions. Firstly, the researchers did not come to a unified definition of digital competencies and digital skills. Secondly, it is necessary to identify...