From Baseline to Best Practice: An Advanced Feature Selection, Feature Resampling and Grid Search Techniques to Improve Injury Severity Prediction by Soukaina EL Ferouali, Zouhair Elamrani Abou Elassad, Sara Qassimi, Abdelmounaîm Abdali

“…Our findings provide insight into the requirement for accurate forecasting models in optimization and balanced approaches to enhancing traffic safety. These findings offer a viable way to improve traffic safety tactics. …”
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Les paramètres évidentiels, inférentiels et modaux appliqués à l’étude de must épistémique by Yves Bardière

“…For instance inferential evidentiality and epistemic modality are often used interchangeably. This study therefore aims at providing the reader with a simple method which consists in applying the Guillaumian concept of notional chronology to three notions, evidentiality, inference and modality. …”
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Analysis of management indicators for type 2 diabetes mellitus patients in Urumqi City from 2017 to 2021 by WANG Yingjie，SUN Gaofeng，ZHAO E，TIAN Yuan

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A cross-sectional study on the assessment of adherence to cardiovascular medications in Sudan heart center. by Adil A Mahmoud, Ali Awadallah Saeed, Asim Ahmed Elnour, Osama Nasreldin E M, Vineetha Menon, Semira Abdi Beshir, Sami Fatehi Abdalla, Abuelnor Mohammed, Mohamed Baraka, Fahad T Alsulami, Yousef Saeed Alqarni, Nadia Al Mazrouei, Khalid Awad Al-Kubaisi, Israa Yousif El Khidir, Kishore Ganana, Abdulla Al Amoodi

“…A score of >16 was used as a cut-off point to categorize surveyed patients into non-adherent (e.g., 17-48) and adherent (e.g., 12-16) in ARMS. …”
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Growing together: unveiling the potential of school-based community gardens to foster well-being, empowerment, and sustainability by Tinashe Paul Kanosvamhira

“…Abstract Most urban community gardens in South Africa face challenges related to land tenure rights, often leading them to negotiate for land use in school gardens. …”
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Project on deployment of active sonobuoys for anti-submarine area blockade by XU Wenchen, LUO Xuqiong, QIAO Shidong

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Comparative Analysis of Deep Learning Techniques for Load Forecasting in Power Systems Using Single-Layer and Hybrid Models by Jiyeon Jang, Beopsoo Kim, Insu Kim

“…However, due to the complex and fluctuating nature of power load patterns, physical calculations are often inefficient and time-consuming. In addition, traditional methods, known as statistical learning methods, require not only mathematical background and understanding but also statistical background and understanding. …”
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Human Trajectory Imputation Model: A Hybrid Deep Learning Approach for Pedestrian Trajectory Imputation by Deb Kanti Barua, Mithun Halder, Shayanta Shopnil, Md. Motaharul Islam

“…The sensors implanted in these self-driving vehicles, despite being state-of-the-art ones, often face inaccuracies in the perception of surrounding environments due to technical challenges in adverse weather conditions, interference from other vehicles’ sensors and electronic devices, and signal reception failure, leading to incompleteness in the trajectory data. …”
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Cultural and creative networks as enabling contexts for artistic research by Gemma Grau Pérez

“…By shedding light on the mechanisms through which networks facilitate the production and dissemination of knowledge, this study offers insights into the evolving landscape of artistic research and its broader societal impacts. …”
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Network Meta-Analysis of Factors Influencing the Carbon Sink Capacity of Urban Park Green Spaces by Yutong JI, Tianyi LIN, Lian LIU, Xiong LI

“…While habitat composition and planting strategies offer substantial localized benefits, their variability necessitates tailored interventions informed by specific ecological and social contexts. …”
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Intrusion et exclusion dans les romans politiques de Trollope by Laurent Bury

“…The Prime Minister (1876) offers a perfect illustration of the traditional pattern Intrusion-Exclusion : a social climber tries to creep into the upper classes but his star soon pales, which eventually leads him to suicide. …”
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Encapsulation of anthocyanins from purple corn cob via antisolvent precipitation: Effect of pH and zein/gum arabic ratio on the antioxidant activity, particle size and thermal stab... by Johan Mendoza, Omar Peñuñuri-Miranda, María d.C. Valdez-Cárdenas, Carmen O. Melendez-Pizarro, Daniel Lardizabal-Gutiérrez, Francisco Paraguay-Delgado, Armando Quintero-Ramos

“…Additionally, this approach offers a sustainable alternative, adding value to agricultural by-products and promoting waste valorization in the food industry. …”
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Navigating challenges, solutions and requirements in the provision of trauma care in conflict settings by humanitarian actors: a scoping literature review by Nikolaos Markou-Pappas, Luca Ragazzoni, Claudia Truppa, Flavio Salio, Francesco Barone-Adesi, Hamdi Lamine

“…Methods A scoping review was conducted on PubMed, Scopus, and Web of Science and a web search (on Google, Google scholar and Bing) to analyze and review past humanitarian interventions offering trauma care in conflict settings. Relevant records were identified from scientific and grey literature. …”
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Unveiling Subjectivity in Press Discourse: A Statistical and Qualitative Study of Manually Annotated Articles by Louis Escouflaire, Antonin Descampe, Cédrick Fairon

“…The use of the pronoun on was identified as a significant subjectivity indicator, despite its common use to conceal the author’s presence in journalistic writing. These findings offer insights into subjectivity in journalistic discourse and have significant implications for the field of journalism and for the improvement of automated models for subjectivity detection.…”
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A novel imatinib analogue inhibitor of chronic myeloid leukaemia: design, synthesis and characterization—explanation of its folded conformation by Rodolfo Moreno-Fuquen, Juan F. Avellaneda-Tamayo, Kevin Arango-Daraviña, Javier Ellena, Alan R. Kennedy

“…These findings suggest that PAPP could be a promising scaffold for future CML drug design, offering a potential alternative to existing TKIs, and PAPP1 is a promising lead susceptible to optimization.…”
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Antidiabetic Potential of Senna siamea: α-Glucosidase Inhibition, Postprandial Blood Glucose Reduction, Toxicity Evaluation, and Molecular Docking by Suthinee Sangkanu, Armad Heemman, Sathianpong Phoopha, Thanet Pitakbut, Wandee Udomuksorn, Sukanya Dej-adisai

“…Therefore, S. siamea could be a promising candidate against α-glucosidase. This study offers encouraging information on the potential of natural compounds from S. siamea to act as α-glucosidase inhibitors for diabetes treatment through drug development or dietary supplement for hyperglycemia individuals.…”
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Development of the Shaking Table and Array System Technology in China by Chun-hua Gao, Xiao-bo Yuan

“…The developmental direction, comparison of technical features, and relevant research status quo of shaking table with high-performance were offered. The result can be reference for domestic or overseas shaking table’s design and type selection, control technique, and research on experimental technique.…”
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Delphi Consensus on the Management of Spanish Patients with Post-Stroke Hemiplegic Shoulder Pain Treated with Botulinum Toxin A: Result Study by Carlos Cordero-García, Irene de Torres, Jacobo Formigo-Couceiro, Lluis Guirao, Mª Dolores Romero-Torres, Sergio Otero-Villaverde, Alberto Herrera, Cristina Santa, Antonio Mena-Rodriguez

“…These consensus-based recommendations offer clinicians an approach to the management of post-stroke HSP with BoNT-A, supporting informed decision making.…”
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Circular Economy Education – Challenges for Poland in the Context of Good Practices by Agnieszka Klimska

“…On their basis, it can be concluded that actions for CE are being undertaken in Poland more and more often. However, the pace of their introduction is not satisfactory. …”
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On the path to extinction: Helix godetiana Kobelt, 1878, the only threatened Helix species in Greece by Leonidas Maroulis, Nikos Poulakakis, Konstantinos Proios, Danae Karakasi, Kostas A. Triantis, Moisis Mylonas, Katerina Vardinoyannis

“…Land snails and the Aegean Archipelago offer an intriguing combination for studying biodiversity, biogeography and ecology. …”
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