PROFESSIONAL MOBILITY IN THE CONTEXT OF PREPARATION OF FUTURE PEDAGOGUES TO PROFESSIONAL SELF-DEVELOPMENT by Valentyna A. Frytsiuk, Iryna G. Gerasymova

“…It highlights the main features of a future teacher as a subject of professional self-development. …”
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A Cross-sectional Study Examining the Effects of Periodontitis, Implant, and Prosthesis Characteristics on the Peri-implant Status by Ankit Mahajan, Jyoti Kumari, Mohammed Ahsan Razi, Ria Sahay, Isha Badalia, Tannu Priya

“…Background: Implant design, prosthesis features, and pre-existing periodontitis all have a big impact on peri-implant state. …”
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Intramedullary Nail Fixation with Autologous Bone Marrow Transplantation in an Incomplete Atypical Femoral Fracture Patient: Use of Bone Marrow Extracted from the Hollow Reamer by Ryutaro Iwasaki, Masaaki Sakamoto, Tomoyuki Rokkaku, Hitoshi Watanabe, Toshiyuki Yamada, Takeshi Yamaguchi, Yasushi Wako, Hitoshi Kubosawa, Seiji Ohtori

“…Histological examination showed few bone formation features at the fracture line in the excised lateral cortical bone. …”
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System Approach to the Combined Use of Large Language Models and Classical Models in Foresight Tasks by Володимир Савастьянов, Михайло Столяр

“…This article investigates the exploration of these constraints within specific domain areas and prediction problems as examples. Objective. The article highlights features offered by GPT-based models and compares the conclusions with classical methods of textual data analysis in classification tasks using the prediction methodology as an example. …”
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Identification and visualization of fusion gene subtypes in APL using spatial attention mechanisms in vision models by Peirou Yan, Guo Pu, Ping Wu, Lijun Wen, Suning Chen, Song Xue

“…IntroductionAcute promyelocytic leukemia (APL) features leukemic cell differentiation arrest at the promyelocytic stage, mainly due to the t (15;17), (q24; q21) translocation that forms the PML-RARA fusion protein. …”
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Biomembrane Systems for Convergent Biomimetic Technologies by Boris N. Fedorenko, Аnton V. Lesnichiy, Vladimir F. Sterin, Mikhail А. Latyshev, Aleksey V. Мachnev, Alexander Е. Yablokov, Alexey О. Yakushev

“…The scientific and technical data made it possible to identify the main features of biomembrane systems and classify them. …”
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Anatomy of the neurovascular bundle and methods of its preservation with nerve-sparing prostatectomy by H. S. Gevorgyan, A. A. Kostin, N. V. Vorobyev, K. М. Nyushko, A. G. Muradyan, I. A. Taraki, Y. V. Samsonov

“…However, for the preservation of the neurovascular bundle, it is mandatory to know the anatomical features of this zone.Over the past few decades, anatomical studies have been conducted that described the neuroanatomy of the prostate and the adjacent tissue. …”
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NON-FINANCIAL REPORTING IN THE CONTEXT OF EUROPEAN INTEGRATION: TRANSFORMATION, CHALLENGES AND PROSPECTS by Oksana Nesterenko, Alina Kyzym

“…To achieve this goal, the study provides for the solution of the following tasks: research and characterization of the methods of preparation of non-financial reporting; development of an algorithm for preparation, formation and disclosure of integrated reporting; identification of the main problems and challenges arising in the preparation of reporting in accordance with international standards and recommen­dations for their leveling. …”
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Optimal Design of a Sensor Network for Guided Wave-Based Structural Health Monitoring Using Acoustically Coupled Optical Fibers by Rohan Soman, Jee Myung Kim, Alex Boyer, Kara Peters

“…The non-sorting genetic algorithm (NSGA-II) is implemented for finding the optimal solution for both problems. The analytical implementation of the cost function is validated experimentally. …”
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Geriatric Services Market: Implementing International Experience into Russian Practice by Yu. V. Dudovtseva

“…These countries have certain features that can be partially used in the Russian practice. …”
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An explainable machine learning framework for railway predictive maintenance using data streams from the metro operator of Portugal by Silvia García-Méndez, Francisco de Arriba-Pérez, Fátima Leal, Bruno Veloso, Benedita Malheiro, Juan Carlos Burguillo-Rial

“…Therefore, by identifying the early signs of failure, this pipeline enables decision-makers to understand the underlying problems and act accordingly swiftly.…”
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Tomato detection in natural environment based on improved YOLOv8 network by Wancheng Dong, Yipeng Zhao, Jiaxing Pei, Zuolong Feng, Zhikai Ma, Leilei Wang, Simon Shemin Wang

“…The method replaces the backbone network of the original YOLOv8 with a more lightweight MobileNetV3 structure to reduce the number of parameters of the model; at the same time, it integrates the convolutional attention mechanism module (CBAM) in the feature extraction network, which enhances the network's capability of extracting features of tomato fruits. …”
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An UNet3+ Network based on global pyramid aggregation for change detection in optical remote-sensing imagesGosNIIASLEarning, VIsion and Remote sensing laboratory by Yanbo Sun, Wenxing Bao, Wei Feng, Kewen Qu, Xuan Ma, Xiaowu Zhang

“…Secondly, a Global Atrous Spatial Pooling Pyramid Module (GASPPM) is proposed. Refined features at different depths and aggregated them to enhance the network’s ability to extract global semantics. …”
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TRUST IN SCIENTIFIC KNOWLEDGE UNDER THE CONDITIONS OF NEW TREATS FOR NATIONAL SECURITY OF RUSSIAN FEDERATION by S. A. Kravchenko, A. I. Podberezkin

“…The researchers are inevitably influenced by the features of civilization and culture in which they live and work, the experience of socialization and self-socialization. …”
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BiLSTM-Based Parallel CNN Models With Attention and Ensemble Mechanism for Twitter Sentiment Analysis by Anas W. Abulfaraj

“…These problems limit the ability to offer detailed and comprehensive analyses of user sentiment. …”
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EDUCATIONAL PRACTICES AND INTELLECTUAL CULTURE OF THE NORTH CAUCASIAN INDIGENOUS POPULATION WITHIN THE CONTEXT OF IMPERIAL MODERNIZATION (SCHOOLING QUESTION AT THE MEETINGS OF ENTR... by D. N. PRASOLOV

“…The circumstances of the adoption of these decisions and their consequences were different, and their analysis allows us to see in the discussion forms and ways of solving the school issue the features of educational practices and intellectual culture of the indigenous population of the Nalchik district. …”
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Development of an Experimental Phytotron and its Application in the Research on the Energy-ecological Efficiency of Indoor Plant Lighting by S. A. Rakutko, E. N. Rakutko, G. V. Medvedev

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INCLUSION IN UKRAINE: MODERN CHALLENGES by Nataliia Machynska, Viacheslav Blikhar, Żanna Osikowicz

“… The article is devoted to a theoretical and practical analysis of the problem of inclusion: formation and development, features of educational inclusion, and mechanisms of implementation of inclusive higher education. …”
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Enhanced Credit Card Fraud Detection Using Deep Hybrid CLST Model by Madiha Jabeen, Shabana Ramzan, Ali Raza, Norma Latif Fitriyani, Muhammad Syafrudin, Seung Won Lee

“…In this research, a combined deep learning model that incorporates a convolutional neural network (CNN), long-short-term memory (LSTM), and fully connected output layer is proposed to enhance the accuracy of fraud detection, particularly in addressing the class imbalance problem. A CNN is used for spatial features, LSTM for sequential information, and a fully connected output layer for final decision-making. …”
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Formation of the university electronic information-educational environment: interaction, development of professional thinking, management by I. V. Serafmovich, O. M. Кonkova, A. V. Raykhlina

“…According to the study, a wide application of EIEE can become a priority tool in solving problems of the effectiveness, which is proved by the evidence and examples from the educational experience given in the article.…”
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