COLLABORATIVE ONLINE INTERNATIONAL LEARNING: SUGGESTIONS FOR UKRAINIAN MEDICAL EDUCATION AND INTERDISCIPLINARY COOPERATION by Yu.V. Lysanets, J. Ward, C. Zhang, T. Downing, O.M. Bieliaieva

“…The authors outlined the benefits of COIL initiatives between partners, as well as possible challenges in their implementation relying on the corpus of research papers published within the last 5 years available online in PubMed, Google Scholar and other databases, applying the methods of analysis and synthesis, systematization, generalization, comparative and contrastive methods. Results. …”
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Harnessing Meta-Reinforcement Learning for Enhanced Tracking in Geofencing Systems by Alireza Famili, Shihua Sun, Tolga Atalay, Angelos Stavrou

“…Furthermore, we show that the meta-training strategy enables the learned policy to generalize effectively and perform efficiently when faced with new environments.…”
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Random Forests in Count Data Modelling: An Analysis of the Influence of Data Features and Overdispersion on Regression Performance by Ciza Arsène Mushagalusa, Adandé Belarmain Fandohan, Romain Glèlè Kakaï

“…We also compared RF performance to that of classical generalized linear models (Poisson, negative binomial, and zero-inflated Poisson) and the linear model applied to log-transformed data. …”
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Flexible reproductive seasonality in Africa-dwelling papionins is associated with low environmental productivity and high climatic unpredictability by Dezeure, Jules, Dagorrette, Julie, Burtschell, Lugdiwine, Chowdhury, Shahrina, Lukas, Dieter, Swedell, Larissa, Huchard, Elise

“…Finally, we identified diverse patterns of reproductive phenology, with the most seasonal breeders generally aligning lactation with the peak in resource availability while other populations show more diverse patterns, where conception, lactation or weaning can all be synchronized with maximal food availability. …”
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ASAD: A Meta Learning-Based Auto-Selective Approach and Tool for Anomaly Detection by Nadia Rashid, Rashid Mehmood, Fahad Alqurashi, Saad Alqahtany, Juan M. Corchado

“…ASAD addresses the critical challenge of model generalization and adaptability, aiming to enhance the efficiency and accuracy of anomaly detection across varied application domains. …”
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Spatial Downscaling of GPM Annual and Monthly Precipitation Using Regression-Based Algorithms in a Mountainous Area by Chesheng Zhan, Jian Han, Shi Hu, Liangmeizi Liu, Yuxuan Dong

“…The results showed that (1) GWR performed much better than MLR to regress precipitation on Normalized Difference Vegetation Index (NDVI) and Digital Elevation Model (DEM); (2) coefficients of GWR models showed strong spatial nonstationarity, but the spatial mean standardized coefficients were very similar to standardized coefficients of MLR in terms of intra-annual patterns: generally NDVI was positively related to precipitation when monthly precipitation was under 166 mm; DEM was negatively related to precipitation, especially in wet months like July and August; contribution of DEM to precipitation was greater than that of NDVI; (3) residuals’ correction was indispensable for the MLR-based algorithm but should be removed from the GWR-based algorithm; (4) the GWR-based algorithm rather than the MLR-based algorithm produced more accurate precipitation than original GPM precipitation. …”
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Transfer of Organochlorine Pesticide Residues during Household and Industrial Processing of Ginseng by Peiling Wu, Mengying Gu, Yujie Wang, Jian Xue, Xiaoli Wu

“…Ginseng is an important traditional herbal medicine; however, ginseng root may contain pesticide residues that may cause adverse health effects to consumers. Generally, people are more inclined to take the household- or industrial-processed ginseng products, instead of eating them directly. …”
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Approximation of the soil particle-size distribution curve using a NURBS curve by Adéla Marie Marhoul, Tomáš Herza, Josef Kozák, Jaroslava Janků, Jan Jehlička, Luboš Borůvka, Karel Němeček, Miroslav Jetmar, Petr Polák

“…Non-Uniform Rational B-Splines (NURBS) curves therefore represent a generalization of B-splines and Bézier curves by extending the definition by an element of rationality, which is represented by the weights of the control points, and a nodal vector of parametrization, which represents the element of uniformity. …”
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Green Analytical Method for Simultaneous Determination of Glucosamine and Calcium in Dietary Supplements by Capillary Electrophoresis with Capacitively Coupled Contactless Conducti... by Yen Nhi Do, Thi Lan Phuong Kieu, Thi Huyen My Dang, Quang Huy Nguyen, Thu Hien Dang, Cao Son Tran, Anh Phuong Vu, Thi Trang Do, Thi Ngan Nguyen, Son Luong Dinh, Thi Minh Thu Nguyen, Thi Ngoc Mai Pham, Anh Quoc Hoang, Bach Pham, Thi Anh Huong Nguyen

“…The measured concentrations were generally in line with the values of label claims and with cross-checking data from reference methods (HPLC and ICP-OES).…”
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Investigative (search) and covert investigative (search) actions as means of proof in criminal proceedings related to illegal trafficking in firearms or ammunition by S. V. Kozachenko

“…It is concluded that a systematic approach to the formation and scientifically based analysis and generalization of the content of evidence are the conditions for the development of effective modern methods of investigating criminal offenses related to illegal trafficking in firearms or ammunition.…”
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Characterizing a complex buildup in the Pearl River Mouth Basin of the northern South China Sea: an interplay of carbonates and igneous rocks by Beichen Chen, Leyi Xu, Baojun Liu, Lili Zhang, Dong Xiao, Ya Gao, Ya Gao, Feng Wu, Xueqi Yang, Yaming Zou, Yongkun Ma, Yinglin Zhang

“…We propose that volcanic rocks can be distinguished from carbonates by the temporal and spatial coupling of typical features: (a) surface volcanic rocks and subsurface intrusive bodies are inseparable, with igneous rocks identifiable through faults and volcanic conduits; (b) carbonates typically display symmetrical structures on both sides of the highland and exhibit better stratification away from igneous activity; (c) carbonates generally show a convex clinoform and steep slope at the platform margin, while volcanic mounds exhibit concave gentle slopes. …”
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数字健康技术在卒中一级预防中的应用与挑战 The Application and Challenges of Digital Health Technology in Primary Prevention of Stroke by 熊维清1，赵一霖2，邱月3 (XIONG Weiqing1, ZHAO Yilin2, QIU Yue3 )

“…It also points out the challenges faced by the technology in practical application, including data quality, model generalization ability, integration into clinical practice, and privacy protection. …”
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Non-stationarity analysis of flood extremes under climate change and human activities in the Yuan River Basin, China by Ting Wang, Dehua Mao, Meirong Deng, Chang Feng, Guangwei Hu, Jingya Zhang, Yang Zou

“…Temporal variations were detected and non-stationary models were developed by incorporating physically-based covariates under climate change and human activities using the Mann-Kendall test, Pettitt test, and the Generalized Additive Models for Location, Scale, and Shape (GAMLSS) framework. …”
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Modernization of the regulation of the Verkhovna Rada of Ukraine in the system of normative guidelines for parliamentary reform by Linetskyi S.

“…The methodology includes a comprehensive analysis and generalization of available scientific and theoretical material and the formulation of scientific and legal conclusions and recommendations. …”
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The marker qara in Turkic ethnonyms of the 12th century by Timokhin D.M., Tishin V.V.

“…The authors of the article proceed from the consideration that any explanations being imposed universally are premature and no generalizations can help to explain all the specific examples attested in the historical and ethnographic literature. …”
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An Investigation of the Domain Gap in CLIP-Based Person Re-Identification by Andrea Asperti, Leonardo Naldi, Salvatore Fiorilla

“…This work contributes to a deeper understanding of the domain gap in re-id, while highlighting pathways for improving model robustness and generalization in diverse, real-world scenarios.…”
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Gluten-Free Corn Cookies Incorporated With Stinging Nettle Leaf Flour: Effect on Physical Properties, Storage Stability, and Health Benefits by Mary Nkongho Tanyitiku, Prisca Bessem, Igor Casimir Njombissie Petcheu

“…However, the absence of gluten and other nutrients in corn generally leads to cookies of lower quality in terms of nutritional value, texture, colour, and shelf life. …”
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Factores que influencian la producción de biomasa forrajera de axonopus jesuiticus valls, bajo dosel de pinus taeda l. en el nordeste de corrientes by H. E. Fassola, S. M. Lacorte, A. N. Pachas, R. Pezzuti

“…Dado el ordenamiento presentado por los coeficientes de estos modelos, por medio de un ajuste paramétrico se obtuvo una ecuación única para todas las edades, aunque se debió excluir el año 5: precipitaciones muy elevadas en ese año afectaron significativamente la producción de forraje y el patrón de evolución del modelo correspondiente puede haberse visto afectado por ese hecho, no permitiendo su inclusión en el modelo general…”
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Assessing the Relationship between COVID-19, Air Quality, and Meteorological Variables: A Case Study of Dhaka City in Bangladesh by Md Sariful Islam, Mizanur Rahman, Tanmoy Roy Tusher, Shimul Roy, Mohammad Arfar Razi

“…Besides, multiple linear regression and the Generalized Additive Model (GAM) were used to investigate the association between COVID-19 cases and other variables used in this study. …”
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Detecting anomalies in smart wearables for hypertension: a deep learning mechanism by C. Kishor Kumar Reddy, Vijaya Sindhoori Kaza, R. Madana Mohana, Mohammed Alhameed, Fathe Jeribi, Shadab Alam, Mohammed Shuaib

“…Despite the higher computational cost (~4,375 FLOPs), the improved accuracy and generalization across datasets demonstrate the model’s robustness and suitability for continuous BP monitoring.DiscussionThe results confirm the potential of integrating ResNet-LSTM into SHM for accurate and non-invasive BP prediction. …”
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