Improving stroke risk prediction by integrating XGBoost, optimized principal component analysis, and explainable artificial intelligence by Lesia Mochurad, Viktoriia Babii, Yuliia Boliubash, Yulianna Mochurad

“…To improve stroke risk prediction models in terms of efficiency and interpretability, we propose to integrate modern machine learning algorithms and data dimensionality reduction methods, in particular XGBoost and optimized principal component analysis (PCA), which provide data structuring and increase processing speed, especially for large datasets. …”
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Politics in the Context of Life; A Critique on the Book Understanding Political Philosophy in the Context of Social Life by Seyyed Reza Hoseini, Ali Bahrami

“…One of the remarkable features of the book is the use of historical routines and trends in paying attention to the fundamental and modern concepts of political philosophy versus political science and reviving the normative attitude towards political affairs. …”
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De l’étable au pressoir : essai d’interprétation des dépendances agricoles gallo-romaines du site des Jacquins ouest à Neulise dans la Loire (42) by Yannick Teyssonneyre, Guillaume Maza, Hatem Djerbi, Laudine Robin

“…The site is then abandoned until the Modern period when a series of vineyard plantations and associated drains are evidenced.…”
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Evaluating technical vocational education and training college student’s digital skills versus throughput rate by Goodwill Phezulu Mbambo, Elizabeth C. du Plessis

“…An existing digital skills gap calls for educational institutions to equip students with modern and innovative technology-related skills to enhance the throughput rate.…”
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Cluster Approach to the Development of Youth Entrepreneurship in Classical University by V. Y. Stromov, P. V. Sysoyev, V. V. Zav’yalov

“…Training of qualified personnel in the field of entrepreneurship is one of the conditions for economic growth in the country. Modern universities which are centers of regional innovation development set themselves the task of creating competences in the field of entrepreneurship among students. …”
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Antihepatitis B Virus Activity of a Protein-Enriched Fraction from Housefly (Musca domestica) in a Stable HBV-Producing Cell Line by Xuemei Lu, Xiaobao Jin, Jie Wang, Fujiang Chu, Jiayong Zhu

“…Insects and insect derivatives are a large and unexploited source of potentially useful compounds for modern medicine. In the present study, we investigated the first anti-HBV activity of a protein-enriched fraction (PE) from the larvae of the housefly (Musca domestica) in a stable HBV-producing cell line. …”
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AtOMICS: a deep learning-based automated optomechanical intelligent coupling system for testing and characterization of silicon photonics chiplets by Jaime Gonzalo Flor Flores, Jim Solomon, Connor Nasseraddin, Talha Yerebakan, Andrey B Matsko, Chee Wei Wong

“…Recent advances in silicon photonics promise to revolutionize modern technology by improving the performance of everyday devices in multiple fields (Thomson et al 2016 J. …”
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Pedicled Radial Forearm “Free” Flap for Intraoral Reconstruction Based on an Unexpectedly High Origin of the Radial Artery—Case Report by Marino Lupi-Ferandin, Dinko Martinovic, Ante Pojatina, Ante Mihovilovic, Ema Puizina, Sasa Ercegovic, Ivana Stula, Josko Bozic, Slaven Lupi-Ferandin

“…<b>Background:</b> Radial forearm free flap (RFFF) is considered one of the workhorses in modern head and neck reconstruction surgery due to its technical simplicity, versatility and less time-consuming harvest. …”
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Exploring the Mechanisms of Understanding Islamic City among the Citizens of District 20 in Tehran Using Structural Equation Modeling by mandana habibi, hosein mojtabazadeh

“…However, with the emergence of modern thinking and the emergence of numerous movements, we have seen that many of these are distorted. considering the historical background, values ​​and factors present, district 20 in Tehran, is of no exception. …”
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MUHAMMAD AFIFUDIN DIMYATHI’S CONTRIBUTION IN THE DEVELOPMENT OF AL-QUR’AN SCIENCE AND TAFSIR IN INDONESIA by Reval Mhaulana Aminullah, Ummi Kulsum

“…Thus, this research aims to show and explain some of Gus Awis contributions to the history of the development of Qur’an science and Indonesian exegesis in modern times. This research uses descriptive qualitative methods with primary and secondary data sources. …”
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Memoryless Systems Generate the Class of all Discrete Systems by Erwan Beurier, Dominique Pastor, David I. Spivak

“…These arbitrarily simple machines can be wired together—so that the output of one is passed to another as its input—to form more complex machines. Indeed, both modern computers and biological systems can be described in this way, as assemblies of transistors or assemblies of simple cells. …”
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Terahertz Metamaterials Inspired by Quantum Phenomena by Ziheng Ren, Yuze Hu, Weibao He, Siyang Hu, Shun Wan, Zhongyi Yu, Wei Liu, Quanlong Yang, Yuri S. Kivshar, Tian Jiang

“…The study of many phenomena in the terahertz (THz) frequency spectral range has emerged as a promising playground in modern science and technology, with extensive applications in high-speed communication, imaging, sensing, and biosensing. …”
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Organizational commitment of employees as a result of job satisfaction by Ilić-Koderman Đurđijana

“…In modern business conditions, human resources are the most valuable resource that enables the realization and maintenance of the competitive advantage of the organization. …”
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Research Progress in Separation of 99Mo by Jingyan ZHAO, Weidian WANG, Jixin LIANG, Yuxuan WU, Yijia SHEN

“…As the parent nuclide of 99mTc，99Mo plays an important role for diagnosis in modern nuclear medicine.Fission products from uranium targets irradiated in nuclear reactors，besides 99Mo，a large amount of other radionuclides are produced during this process. …”
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A Study of Moment Based Features on Handwritten Digit Recognition by Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri

“…Handwritten digit recognition plays a significant role in many user authentication applications in the modern world. As the handwritten digits are not of the same size, thickness, style, and orientation, therefore, these challenges are to be faced to resolve this problem. …”
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Angus: efficient active learning strategies for provenance based intrusion detection by Lin Wu, Yulai Xie, Jin Li, Dan Feng, Jinyuan Liang, Yafeng Wu

“…Abstract As modern attack methods become more concealed and complex, obtaining many labeled samples in big data streams is difficult. …”
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The Insulin Regulatory Network in Adult Hippocampus and Pancreatic Endocrine System by Masanao Machida, Shin Fujimaki, Ryo Hidaka, Makoto Asashima, Tomoko Kuwabara

“…Might it be possible to reactivate stem cells whose functions have deteriorated and that are present in the tissues in which the lesions occur in diabetes, a lifestyle disease, which plagues modern humans and develops as a result of the behavior of insulin-related factor? …”
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Structural and Dynamic Changes in International Trade in Agricultural Products in Ukraine by Yuriy Hubeni, Volodymyr Krupa, Nataliia Zelisko

“…The authors reveal the theoretical essence of international trade in agricultural products, considering export and import conditions in light of modern challenges. The assessment of the foreign trade regime is provided and the trends and impact of implementing the Agreement on Association between Ukraine and the EU on the development of Ukraine&apos;s foreign trade are established. …”
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The academic rise of the "15-minute city" concept as a response to the challenges of the COVID-19 pandemic by Vukmirović Milena

“…The COVID-19 pandemic highlighted numerous structural deficiencies in modern cities, including unequal access to essential services and insufficient infrastructure for local communities. …”
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Role of digital socialisation of the elderly in protecting against telephone fraud by P. I. Аnanchenkova, I. А. Turin, K. K. Makarova

“…The purpose of the study is to characterise modern telephone fraud and identify the features of the role of digital socialisation of older people in effective protection against becoming a victim. …”
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