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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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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NORTHERN IRISH ADOLESCENTS’ ATTITUDES TOWARDS LEARNING A FOREIGN LANGUAGE: WHAT CAN WE LEARN FROM THEM? by Udi Samanhudi

“…This finding may be useful as a reflection of how the current modern language learning policy is implemented and how teenagers, especially in the context of Northern Ireland, respond to the policy. …”
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From a grand hotel to an urban symbol: the Astor Hotel in old and new Tianjin by Taoyu Yang

“…Abstract This article examines the enduring iconicity, multifaceted functions, and changing meanings of the Astor Hotel in Tianjin—one of the first international hotels in modern China—from the mid-19th century to the 21st century. …”
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PMEDM process parameter optimization for machining superalloy MONEL 400 by Abhishek Kumar, Manoj Nikam, T Jagadeesha, Ateekh Ur Rehman, Ajay S Bhongade, Teli Shivagond

“…This research explores powder-mixed electrical discharge machining (PMEDM), a modern technique incorporating conductive metal powders, specifically graphite and silicon, combined with dielectric fluid to improve machining performance. …”
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WOMEN PARTICIPATION IN POLITICS: THE NIGERIAN AND ANGOLA EXPERIENCE by EDIBA SABASTINE, UMAR SULEIMAN ZAKARI, GEOFFREY NANBAL SHIPURUT

“…For the purpose of this paper, information was gathered from documentary sources and analyzed using content analysis. Cultural Modernity Theory propounded by Zygmunt Bauman (2011) was used as a framework of analysis. …”
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HSSCIoT: An Optimal Framework Based on Internet of Things-Cloud Computing for Healthcare Services Selection in Smart Hospitals by Oanh Nguyen

“…Understanding the challenges and opportunities of using IoT-cloud in modern healthcare systems needs more knowledge and strategies. …”
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Marketing strategies in the function of competitiveness of companies in the Republic of Serbia by Milić Marko, Đervida Ružica, Vujičić Slađana

“…The development of a modern company implies the effective implementation of various marketing strategies. …”
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Application of backward design in designing learning with the observation-based learning method by Yusuf Nugraha Dano Ali

“…This article offers solutions for teachers to make a good learning design that fits the demands of a modern curriculum called Backward Design. Using Backward Design can help teachers focus on learning to fulfill the goals made and structured in their plan. …”
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Placemaking through guerilla gardens at the TOKI mass housing grounds in Bor (Niğde) by Ufuk Soyöz

“…Abstract This paper investigates the guerilla gardens at the TOKI compound in Bor, Niğde, that add a vernacular touch to modern mass housing. TOKI, short for Turkish Republic Mass Housing Administration, was established to eradicate gecekondu, informal settlements that emerged in metropolitan cities in the 1950s due to rural-to-urban migration. …”
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Coastal moderation of Holocene fire and vegetation change on the Pacific coast of Canada by Maggie E. Duncan, Marlow G. Pellatt, Marlow G. Pellatt, Karen E. Kohfeld, Karen E. Kohfeld

“…Previous research indicates that the Pacific coast of Canada, southern British Columbia (BC) experienced warmer and drier climate conditions than present, with higher than modern fire activity during the early Holocene xerothermic interval (9.5 – 7.0 kcal BP). …”
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Case of acute drug-induced hepatitis after halothane anesthesia by I. Yu. Pirogova, Ye. V. Berestova, O. Yu. Bastrikov, Ye. B. Kovaleva, T. P. Petukhova, M. V. Guseva, I. A. Gubina, I. V. Rezepin, S. P. Sinitsyn

“…To present the case of severe acute drug-induced hepatitis after halothane anesthesia in relation to significance of allergies history preoperative inquiry and assessment of medical management of patients, using modern prognostic scales.Key points. Biotransformation of volatile anesthetics can result in production of toxic metabolites and metabolic by-products, resulting in damage of the liver and kidneys. …”
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Transferring Transnationally, Transforming Locally, Imagining Transnationally: The Transference of Interwar Poland’s Popular Culture to Israel and Its Rediscovery in the Last Decad... by Marcos Silber

“…This transfer takes place in a transgeographic contact zone defined by the relational space between Warsaw and Tel Aviv as centres of modern culture. In contemporary Israel, references to interwar Polish popular culture and its local adaptations serve a subversive and critical function in relation to the state’s identity politics. …”
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Business processes in civil protection institutions and services in the context of TQM by Župljanin Slobodan, Karadža Mario, Balaban Mladenka

“…In order to be able to talk about advanced concepts of leading and managing a business organization as a whole in the modern age in which we live, it is necessary to keep up with the times, which means that the concept of quality should be advocated in the organization. …”
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Marching towards the Cruzada: Douglas Jerrold's road to nationalist Spain by F. Hale

“…Perhaps no English Catholic played a more central role in the almost daily war of words in the secular and religious press than Douglas Jerrold (1893-1964), a lay publicist, novelist, and amateur historian whose Tory sentiments and disillusionment with liberal democracy and the course of modern civilisation in general permeated his writing. …”
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OPERA AND ITALIAN IDENTITY: THE LONG VIEW by Stefano CASTELVECCHI

“… The nineteenth century is generally acknowledged as the period in which modern ideas of nation and nationalism crystallised; it is also seen as the period in which those ideas played a part in the process of Italian unification. …”
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TRADITIONAL FASHION INDUSTRY AND JUKUN CULTURE, NORTH CENTRAL NIGERIA by Bello Zakariya Abubakar, Hamisu Sani Ali

“…The traditional fashion industry is cottage industry not modern fashion industry and it forms part of larger social and cultural phenomenon known as Kyadzwe. …”
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Neuroendocrine Tumour as a Diagnostic and Prognostic Criterion for Autoimmune Gastritis by S. I. Mozgovoi, M. A. Livzan, T. S. Krolevets, A. G. Shimanskaya

“…Aim. To describe modern approaches to the diagnosis and treatment of neuroendocrine gastric tumours associated with chronic autoimmune gastritis on the example of a clinical case.General provisions. …”
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Resilient Distribution Network Practice of Cities Under the Demand for Safe and Reliable Power Supply by ZHENG Kaiyuan, YU Xijuan, YANG Yuxi, GAO Yang, WANG Liyong, LIU Qingshi, CHEN Ping, LIU Chongru

“…With the increasing complexity of grid configuration and operation modes as well as the modernization of the international security system and security governance capacity， grid resilience construction has become an important means of improving power security. …”
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Effects of accessibility and adequacy of technical vocational education and training equipment on acquisition of employable skills in Uganda. A case of Uganda Technical College - E... by Wanda, Herbert, Edoru, John Michael

“…In conclusion, TVET equipment was inadequate with limited time spent on practicum, and recommended that Government institutions should undergo into memorandum of understanding with the industry to enable learners to adequately access practice experience on modern equipment relevant to their training.…”
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