Design Parameter Optimization of Self-centering Pier Based on Deep Learning by Weike ZHANG, Zhengnan LIU, Xingchong CHEN, Jiawei TANG

“…In addition, longer unbonded reinforcements can effectively reduce residual deformation, higher initial pretension of prestressing tendons enhances structural load-carrying capacity and mitigates residual deformation, and high-grade reinforcements are advantageous for improving load-carrying capacity and reducing residual deformation. …”
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Rapid discovery of Transglutaminase 2 inhibitors for celiac disease with boosting ensemble machine learning by Ibrahim Wichka, Pin-Kuang Lai

“…Various classifiers, including tree-based methods, artificial neural networks, and graph neural networks, were evaluated to identify primary systems for predictive analysis and feature significance assessment. Boosting ensembles of perceptron deep learning and low-depth random forest weak learners emerged as the most effective, achieving over 90 % accuracy, significantly outperforming a baseline of 64 %. …”
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Empirical Investigation of the Relationship Between the Tourism Sector and Economic Growth: Case of Azerbaijan by Huseynova Sara Mubariz, Rzamova Samira S.

“…This sector is considered as a strategic field in terms of strengthening national economies, creating new economic opportunities and strengthening international solidarity. …”
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Technology of event approach to forming a sense of patriotism by O. V. Berezhnaya, A. L. Kobleva

“…The article draws attention to the fact that school-age children are most susceptible to patriotic education. The effectiveness of the event approach to the formation of patriotic feelings is revealed and theoretically substantiated. …”
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Iconic expression in the designs of bullying posters by Lina Saad Hashim, Maha Moayed Abdel Hussein Nasser

“… The poster is one of the important media in the communication process, as it effectively contributes to spreading the necessary awareness and building a community culture that views health phenomena in society as topics that must be coexisted with naturally. …”
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Development of Design in Landscape Architecture Education by Ali Can Kuzulugil, Başak Aytatlı

“…The research aims to determine how perception theory changes depending on the education students receive. Visual quality analysis, which forms the basis of our study, was used to determine how effective perception management is, which is important for landscape architecture students and in many visual arts branches such as painting, sculpture, and stage design. …”
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The formation of students’ self-organisation and self-assessment skills in a competitive foreign learning environment: Case study by I. E. Abramova, E. P. Shishmolina

“…Introduction. Nowadays, creating a new type of economy requires graduates with a set of specific personal competencies that allow them to manage their own professional growth and objectively assess strengths and weaknesses.Aim. …”
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MANAGEMENT EDUCATION REFORM AS A PREREQUISITE FOR STABLE DEVELOPMENT OF THE ECONOMY by L. D. Gitelman, A. P. Isayev, M. V. Kozhevnikov

“…The basis for the development of such decisions was the scientific direction “Proactive Management in Actively Developing Industries and Economic Sectors”, in which the authors work, and the experience in creating educational products that meet the latest trends, including those that have appeared recently.The research methodology included analysis of scientific literature on the problems of complex systems development, proactive management and anticipatory training, systematization of educational practices for managers in foreign and domestic universities, conducting surveys of experts – heads of Russian large industrial enterprises, professors and students.The key reasons for the unsatisfactory state of management education are identified and a set of recommendations for its reform has been developed. …”
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Ecological impacts of recreational transformation and war on bird communities in the Siverskyi Donets river floodplain: diversity, synanthropization, and restoration strategies by Tatiana V. Shupova, Roman I. Kratenko

“…Additionally, the study compares the effects of recreational and post-war habitat destruction on bird communities and suggests strategies for habitat restoration after the war.We used Principal Component Analysis (PCA) to explore the relationship between bird community diversity and the level of recreational transformation along a biotope gradient: floodplain oak forest – tourist bases – park. …”
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Leveraging Deep Learning for Robust Structural Damage Detection and Classification: A Transfer Learning Approach via CNN by Burak Duran, Saeed Eftekhar Azam, Masoud Sanayei

“…Conversely, joint training, which involves training on all datasets except the specific Target Domain, generated a generalized network that effectively mitigated these issues and maintained high accuracy in predicting unseen class labels. …”
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Understanding the needs of undergraduate healthcare students in relation to suicide prevention training: A qualitative study. by Kerrie Gallagher, Ellen Walls, Clíodhna O'Brien, Eve Griffin, Grace Phillips, Michelle O'Driscoll

“…As a result, healthcare students need appropriate training in order to effectively intervene once they qualify. In Ireland, there is no standardised suicide prevention training for students who are undertaking a degree in the health professions. …”
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Volunteering as a phenomenon of Ukrainian consciousness (from individual to general national assistance) by Rabiichuk Serhii

“…It was found that people created an effective voluntary system of volunteer organizations, individual volunteers, public organizations, charitable foundations, which took responsibility for solving social and military problems. …”
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Explaining the relationship between the event-oriented concept and the design of a peace-oriented environment by Fatemeh Nafar, Narges Davoodi, Razieh Labibzadeh

“…This research has been done with the aim of explaining the between architecture and event management through creating a coherent space for self-knowledge. With the method of logical reasoning, case studies, content analysis,description of the event-oriented components from the temporal and physical point of view, with library and development-applied tools, the common language among the races has been recognized, and the arrangement of the space has been recognized. …”
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Who Needs Traditional Values? The Problem of Integrating Traditional Cultures into Modern Society by E. E. Marchenko, V. G. Oreshkin, O. V. Plebanek

“…It is concluded that in order to make effective political decisions, it is necessary to take into account the difference in the use of concepts in the social sciences and the humanities and in the political sphere. …”
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Insights into parental behavior: Patterns of self-medication with antibiotics for child health by Shishir Kumar, Shivani Agrawal, Tajwar Yasmeen, Setu Sinha

“…Participants were chosen through simple random sampling and interviewed using a questionnaire created by the authors. Data were analyzed using logistic regression analysis. …”
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Modelado de propiedades mecánicas de mezclas asfálticas espumadas recicladas mediante regresión no lineal y redes neuronales artificiales y clasificación de diferentes diseños util... by Mehrdad Mirshekarian Babaki, Ali Pirhadi Tavandashti

“…Foamed asphalt mixtures, created using reclaimed asphalt pavement (RAP) and foamed bitumen, offer energy savings, reduced use of virgin materials, and lower transportation costs, combining the characteristics of rigid and flexible pavements. …”
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Review of court decisions based on the jury’s decision in the supervisory instance by V. Koryakovtsev

“…The article discusses the procedural peculiarities and grounds for the supervisory (cassation) review of court decisions based on the jury’s decision.The purpose of the article is to assess the effectiveness of the rules on the grounds for review of courts’ decisions based on jury’s verdict.The description of methodology. …”
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Thriving in golden years: Promoting psychological well-being for healthy ageing in India by Dhananjay W Bansod, Raghunath Mandi

“…Therefore, present study examines the relationship between psychological well-being and healthy ageing among the elderly in India aged 60 years and above. Methods: We created composite score of healthy ageing using Principal Component Analysis based on LASI (wave-1) data 2017–18 in accordance with the WHO framework of healthy ageing based on the functional ability of an individual. …”
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THE USE OF SOCIAL MEDIA FOR LEARNING ENGLISH: STUDENTS PERSPECTIVE by Muetia Safitri, Atik Yuliyani, Farida Hamid, Aminah Suriaman

“…However, to use social media effectively, itâs important to know studentâs perception as reference for teacher in using social media. …”
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Exploring the Impact of Behavioural Factors and Personality Traits on Private Pension System Participation: A Machine Learning Approach by Can Verberi, Muhittin Kaplan

“…This study aims to investigate the effects of personality traits, in addition to basic financial literacy, private pension literacy and behavioural factors on Private Pension System (PPS) participation using machine learning algorithms. …”
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