PEDAGOGICAL CONDITIONS FOR THE FORMATION OF SOCIAL AND ENTREPRENEURIAL COMPETENCE OF STUDENTS IN THE PROCESS OF PROFESSIONAL TRAINING by N. Klushina, V. Roshchupkina

“…The article deals with the problems of preparation for social entrepreneurship. …”
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QUESTIONS OF RUSSIAN REGIONS’ TYPOLOGY THROUGH ADMINISTRATIVE FACTOR by A. Nikitin

“…A question of Russian regions typology development is stated and characterized. The main problems of quantitative, high-quality and quantitative and high-quality approaches to classification of Russian regions taking into account features of the Russian economy development at the present stage are revealed. …”
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DIGITAL TRANSFORMATION OF FINANCIAL MANAGEMENT IN THE BANKING SECTOR by O. Pakova, J. Konopleva, T. Uryadova

“…The research is devoted to the study of the features of financial management in credit institutions, trends and prospects for the development of digital technologies in the banking system. …”
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Development of Moldova psychological services market: the need to use regulatory mechanisms and foreign European partnership by Elena RAILEAN, Irina VARBAN

“…The article reflects the features of the formation and development of the market of psychological services in Moldova, which were identified as a result of a survey of psychologists in the country. …”
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GLOBAL LABOUR MARKET TRENDS AND DEVELOPMENTS by Victor Fursov, Natalia Lazareva

“…In article modern development of labor market in the world is considered. The problems of labor market and an event which have affected it are defined. …”
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Diversified Image Inpainting With Transformers and Denoising Iterative Refinement by Shuzhen Xu, Wenlong Xiang, Cuicui Lv, Shuo Wang, Guanhua Liu

“…Image inpainting is a long-standing key problem in the field of computer vision, which aims to fill the missing parts of an image with visually realistic and semantically appropriate content. …”
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A Crowd Counting Framework Combining with Crowd Location by Jin Zhang, Sheng Chen, Sen Tian, Wenan Gong, Guoshan Cai, Ying Wang

“…In the first part, backend uses the residual network (ResNet) to encode the features of the input picture, and upsampling uses the deconvolution layer to decode the feature information. …”
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GLIDE: A Game Theory and Data-Driven Mimicking Linkage Intrusion Detection for Edge Computing Networks by Qianmu Li, Jun Hou, Shunmei Meng, Huaqiu Long

“…The real-time and high-continuity requirements of the edge computing network gain more and more attention because of its active defence problem, that is, a data-driven complex problem. Due to the dual constraints of the hybrid feature of edge computing networks and the uncertainty of new attack features, implementing active defence measures such as detection, evasion, trap, and control is essential for the security protection of edge computing networks with high real-time and continuity requirements. …”
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An Improved SLAM Algorithm for Substation Inspection Robots Based on 3D Lidar and Visual Information Fusion by Yicen Liu, Songhai Fan

“…However, laser SLAM has the problem of localization error in scenes with similar and missing environmental structural features, and environmental maps built by laser SLAM provide more single-road information for inspection robot navigation, which is not conducive to the judgment of the road scene. …”
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Dual-Branch Network with Hybrid Attention for Multimodal Ophthalmic Diagnosis by Xudong Wang, Anyu Cao, Caiye Fan, Zuoping Tan, Yuanyuan Wang

“…Secondly, a frequency domain transform-driven hybrid attention module is innovated, which consists of frequency domain attention, spatial attention, and channel attention, respectively, to solve the problem of inefficiency in network feature extraction. …”
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Reliability-Based Geotechnical Design Method Using the Gaussian Process Regression–Based Differential Evolution Algorithm by Kai Wen, Zemin Kuang, Wei Zeng, Sanyou Zeng, Yue Qiu

“…The innovative use of expected improvement (EI) as a selection criterion for potential solutions is a key feature of this method. EI quantitatively evaluates each candidate’s potential to enhance economic efficiency and safety reliability, effectively converting the COP into a single-objective optimization problem (SOOP). …”
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Entropy-Based Ensemble of Convolutional Neural Networks for Clothes Texture Pattern Recognition by Reham Al-Majed, Muhammad Hussain

“…Machine learning methods proposed for this problem mostly rely on handcrafted features and traditional classification methods. …”
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Traffic Classification in Software-Defined Networking Using Genetic Programming Tools by Spiridoula V. Margariti, Ioannis G. Tsoulos, Evangelia Kiousi, Eleftherios Stergiou

“…The key element of the GenClass method is that it can generate classification rules programmatically and detect the hidden associations that exist between the problem features and the desired classes. However, Genetic Programming-based techniques require significantly higher execution time compared to other machine learning techniques. …”
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Explainable post hoc portfolio management financial policy of a Deep Reinforcement Learning agent. by Alejandra de-la-Rica-Escudero, Eduardo C Garrido-Merchán, María Coronado-Vaca

“…Hence, quantitative researchers are looking for alternative models to tackle this problem. Concretely, portfolio management (PM) is a problem that has been successfully addressed recently by Deep Reinforcement Learning (DRL) approaches. …”
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MAGECODE: Machine-Generated Code Detection Method Using Large Language Models by Hung Pham, Huyen Ha, van Tong, Dung Hoang, Duc Tran, Tuyen Ngoc Le

“…In order to assess the proposed method, we introduce a new dataset comprising more than 45,000 code solutions generated by LLMs for programming problems. The solutions for these programming problems which were obtained from three advanced LLMs (GPT4, Gemini, and Code-bison-32k), were written in Python, Java, and C++. …”
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Internal Speech in Natural Discourse Communication: A Systematic Review and Modeling by Лариса Калмикова, Наталія Харченко, Георгій Калмиков, Інна Мисан, Віктор Коцур

“…Conditions of the modern informative world, when scientists’ attention is paid to the problems of people’s speech communication in different socionomic spheres in the system «human being is a human being», that is related to speech professional acts, the question of expedient communication of its partners has been actualized. …”
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IT business as an object of financial management by N.H., A.Yu., I.V., M.P., O.Yu.

“…Scientific works of domestic and foreign scientists (dissertations, monographs, articles, materials of conferences and seminars) on the problems of IT business development became the information base of the research. …”
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Design and content perculiarities of the course ‘french for specific purposes’ in the technical university by Tatiana A. Fedorova

“…The paper discusses the didactic features of the French Language for Specific Purposes as goals and tools of learning, the design and content peculiarities of the course, and teacher’s principles on implementing the communicative and professional approach in the process of training. …”
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East African Community: Demographics and Economic Development by D. V. Kuzmin

“…At the same time, the author believes that the socio- economic problems common to the countries of Africa or its individual regions can also serve as a basis for the activation of integration processes.…”
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Questions of Research of Digitalization in Various Fields of Activity by N. O. Yakushev

“…Based on the analysis of scientific literature, those accents (availability of digital technologies, impact on managerial and institutional spheres, sectoral and territorial features, applied significance) on which researchers focus their attention, are identified. …”
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