Beyond the numbers: App-enabled stroke prediction system for high-risk individuals in imbalanced datasets by Abrar Faiaz Eram, Aliva Sadnim Mahmud, Marwan Mostafa Khadem, Md Amimul Ihsan

“…While machine learning approaches show promise in stroke prediction, current research often relies on synthetic data to address dataset imbalance, potentially compromising real-world model performance in clinical settings. …”
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Management of business processes of a commercial enterprise in the conditions of digitalization by K.O. Buzhymska, I.M. Tsaruk

“…It has been proven that various means of digitization can be applied to individual business processes of a trading enterprise, increasing their efficiency and competitiveness. At the same time, only a comprehensive approach to the development of business process management systems in the context of digitalization is crucial for ensuring efficiency and flexibility in the retail trade sector. …”
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Place-Making or Place-Taking? Transformation of Danish Disadvantaged Housing Estates by Marie Stender, Lene Wiell Nordberg, Rikke Skovgaard Nielsen, Mette Mechlenborg, Claus Bech-Danielsen

“…Several Danish social housing estates are currently being transformed according to the Parallel Society Act. …”
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Advanced Persistent Threats and Wireless Local Area Network Security: An In-Depth Exploration of Attack Surfaces and Mitigation Techniques by Hosam Alamleh, Laura Estremera, Shadman Sakib Arnob, Ali Abdullah S. AlQahtani

“…The findings underscore that while current WLAN implementations offer basic protections, they remain highly susceptible to well-resourced adversaries, necessitating a shift toward more robust, context-aware security architectures.…”
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Real-Time Heterogeneous Collaborative Perception in Edge-Enabled Vehicular Environments by Samuel Thornton, Nithin Santhanam, Rajeev Chhajer, Sujit Dey

“…To address these challenges, we propose a Heterogeneous Adaptive Collaborative Perception (HAdCoP) framework which utilizes a Context-aware Latency Prediction Network (CaLPeN) to intelligently select which vehicles should transmit their sensor data, the specific individual and collaborative perception tasks, and the amount of computational offloading that should be utilized given information about the current state of the environment. …”
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Conformity of Tourism Higher Education with Tourism Development Goals: Focusing on Tourism Undergraduate Program in Iran by Faranak Ranjbar Motalegh

“…Adopting a qualitative approach, it compares the current state of tourism higher education in Iran with its ideal state. …”
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Russian urban and challenges of modernity: neural networks in digital city discourse by L. R. Mirkushina

“…In the context of the adaptation of domestic urbanism to current trends in development, science, technology and society, the prospects of the Smart City project are explored, where sustainable development and increasing the comfort of human life optimize economic processes. …”
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Réseaux de distribution de l’énergie et sobriété énergétique des territoires, les apports d’une approche thermodynamique et métabolique des systèmes territoriaux by Paul-Marie Guinchard, Marie-Hélène de Sède-Marceau, Massimiliano Capezzali

“…In the context of energy transition and current environmental crisis, the interest of local and systemic approaches to energy issues seems admitted today. …”
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Innovation and entrepreneurship education for medical students: a global bibliometric analysis (2000–2024) by Xinyang Wu, Fang Zhan, Xiaoran Zhang, Ting Wang

“…College students are important contributors to global innovation and entrepreneurship, making it increasingly important to improve related education, especially in medical schools. …”
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ORGANIC FARMING VERSUS CONVENTIONAL FARMING: CASE STUDY, DORNELOR BASIN, SUCEAVA COUNTY, ROMANIA by Marioara RUSU, Elisabeta ROȘU, Ioan Sebastian BRUMĂ, Violeta FLORIAN, Mihai Alexandru CHIȚEA

“…In the current context of increasing concerns for healthy agri-food systems, the adoption of ecological farming practices has gained ground and visibility both as sustainable approach to the farming activity and as scientific approach. …”
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La política de ordenación y desarrollo del País Vasco norte by Eguzki Urteaga

“…The current context is characterized at the same time by the exacerbation of the territorial tensions with the metropolization of regional capitals, the rise of the periurban phenomenum and the depopulation of rural areas where public services and employments are decreasing, and by the exhaustion of a model of development based on the clustering of productive activity, exploitation of natural resources and the growth of social inequalities. …”

Transformation of the organization’s management in the digital economy by E. I. Lugovskoy

“…The issues of qualitative transformation of management systems in the context of digitalization and its impact on the improvement of business process technologies are of particular relevance. …”
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Leishmaniases in Ethiopia: a scoping review by Ermias Diro, Fiona Wallace, Mezgebu Silamsaw Asres, Richard Wamai, Hugh Shirley, Grace Grifferty, Eleni Ayele, Katherine O’Brien, Adriana Totten, Philip Coombs, Adrienne M Orriols, Shreyas Mosurkal, Ellie Krulwich, Leah Oruko, Isabel C Roman, Prapti Shah, Riley Fanning-Hughes, Abigail L Williams, Morgan G Wong, Sophia Roe, Khushi Gandhi, Laith Matari, Sara Shaikh, Abigail Binkley, Benjamin J D Boutselis, Amer Chaudhry, Mahlet Haile

“…The identified studies were analysed using an extensive codebook, which was previously developed by this team and adapted to the Ethiopian context to classify the research into different categories.Results A total of 8698 articles were identified. …”
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Constitution of police sciences in the Slovak Republic by M. Lisoň, A. Vaško

“…Therefore, the authors of this paper accept that the theoretical and methodological development of police sciences requires them to be confronted and independently dealt with the current state in the theory and methodology of science in the early 21st century, to be sensitive to the current development of the overall scientific atmosphere and independently and critically. …”
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ANALYSIS OF IMPACT OF INFLATION ON FINANCIAL AND ECONOMIC ACTIVITIES OF COMMERCIAL ORGANIZATIONS by Lev Ushvitsky, Alla Alekseeva, Anna Ter-Grigor'yants

“…The article discusses the technique of the conversion rates of the accounting financial statements to evaluate the commercial organization in the context of inflation, which is extremely important to increase the validity ofmanagement decisions. …”
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General Considerations on Dance Movement Therapy and its applications in social field by Rosa María Rodríguez Jiménez, Elena Dueso Pla

“…Finally, the current status of the profession in Spain framed in the European context is presented.…”
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Do we need urine drug screens in opioid addiction treatment: An observational study on self-report versus urine drug screens by Alannah McEvoy, Myanca Rodrigues, Brittany B Dennis, Jacqueline Hudson, David C. Marsh, Andrew Worster, Lehana Thabane, Zainab Samaan

“…It is therefore important to consider the context of the patient, and the type of the co-substance used to select patient-centred testing as indicated. …”
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Optimizing Decision Making on Business Processes Using a Combination of Process Mining, Job Shop, and Multivariate Resource Clustering by Hanung Nindito Prasetyo, Riyanarto Sarno, Dedy Rahman Wijaya, Raden Budiraharjo, Indra Waspada, Kelly Rossa Sungkono, Abdullah Faqih Septiyanto

“…The large scale and complexity of business processes pose a challenge in improving the quality of process model because the effectiveness of time and the efficiency of existing resources are the biggest challenges. In the context of optimizing business processes with a process mining approach, most current process models are optimized with a trace clustering approach to explore the model and to perform analysis on the resulting process model. …”
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Persistence of Practicing Sports Among Young People: A Comparative Evaluation by I.E. Sandu, M. Dragomir

“…In the current context, young people face an increasingly limited availability of time to manage all the activities they propose, and this temporal restriction also influences their habits regarding physical activity and practicing sports. …”
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Teaching English for Young Learners (TEYL): A Literature Study by Albert Diaz Pratama

“… Teaching English for Young Learners (TEYL) has gained significant attention in recent years due to the increasing importance of English as a global language. …”
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