Application of machine learning in acute upper gastrointestinal bleeding: bibliometric analysis by Qun Li, Guolin Chen, Qiongjie Li, Dongna Guo

“…Through a thorough analysis of relevant literature, we uncover the research trends and collaboration patterns in this field, which can provide valuable references and insights for further in-depth exploration in the same field.MethodsUsing the Web of Science (WOS) as the data source, this study explores academic development in a specific field from December 2013 to December 2023. …”
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Task-specific morphological and kinematic differences in Lipizzan horses by Manja Zupan Šemrov, Lucie Přibylová, Elena Gobbo

“…Several morphological measurements showed contrasting effects across working groups, and half of the bilaterally measured traits revealed side-specific correlations. The clearest patterns emerged in horses used for general training and riding school. …”
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SPPMFN: Efficient Multimodal Financial Time-Series Prediction Network With Self-Supervised Learning by Ningxin Li, Gang Chao, Jianke Zou, Gaozhe Jiang

“…Furthermore, we introduce a self-supervised learning framework that enhances the model’s ability to capture intrinsic relationships within the data, allowing it to detect underlying patterns while effectively mitigating overfitting. …”
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Efficiency of Innovation and Investment Development of the Country’s Energy Complex in Conditions of Instability by Babych Dmitriy V., Chobitok Viktoriia I., Chobitok Ihor O.

“…In the turbulent conditions of economic transformation, it is also necessary to form a scientific substantiation of the patterns of development of regional innovation systems. …”
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A Neighborhood Approach for Using Remotely Sensed Data to Estimate Current Ranges for Conservation Assessments by Bethany A. Johnson, Gonzalo E. Pinilla‐Buitrago, Robert P. Anderson

“…However, the results highlight spatial patterns of loss throughout the range not reflected in these metrics, illustrating drawbacks of EOO and showing how localized losses largely disappeared when resampling to the 2 × 2 km grid required for AOO. …”
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A Low-Cost Antipodal Vivaldi Antenna-Based Peanut Defect Rate Detection System by Yuanyuan Yin, Fangyan Ma, Xiaohong Liu, Shuhao Wang, Junjie Xia, Liqing Zhao

“…In comparison to some traditional statistical models, such as linear regression, which may struggle with non-linear data patterns, XGBoost effectively modeled the complex relationship between the scattering parameters and the defect rate. …”
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Psychometric properties of the Turkish version of the child food rejection scale by Zeynep Caferoglu Akin, Busra Aslan Gonul, Oznur Basdas

“…This study aimed to (1) test the reliability and validity of the Turkish adaptation of the Child Food Rejection Scale (CFRS), and (2) examine patterns of food rejection and the correlations between scale scores and sociodemographic characteristics among Turkish children. …”
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Is Artificial Intelligence a Game-Changer in Steering E-Business into the Future? Uncovering Latent Topics with Probabilistic Generative Models by Simona-Vasilica Oprea, Adela Bâra

“…Custom analysis reveals more pronounced fluctuations, whereas VADER and TextBlob present steadier and more subdued patterns. Four well-balanced topics are identified with a coherence score of 0.66 using Latent Dirichlet Allocation, which is a probabilistic generative model designed to uncover hidden topics in large text corpora: Topic 1 (29.8%) highlights data-driven decision-making in e-business, focusing on AI, information sharing and technology-enabled business processes. …”
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Life satisfaction in emerging adulthood: a longitudinal study of social support, resilience, and gender differences by Egemen Hanımoğlu

“…The gender-specific patterns observed in the findings underscore the relevance of developing mental health interventions that consider individual differences in support utilization and coping strategies. …”
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Self-Determination in the Life Dynamic Characteristics by Inna Tsaruk

“…On this basis, it is indicated that the manner of life is determined by the  activity of an individual, behavioral patterns and life strategies of activities that ensure the stability of the way of life, or may change it in situations of uncertainty, unexpected events, etc. …”
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Temporal and spatial variation of PM2.5 in Antananarivo, the capital city of Madagascar by Mbolanjara Hélène Andriamamonjy, Zo Rakotomavo, Linda Geiser, Lovanomenjanahary Marline

“…PurpleAir devices were deployed at seven sites throughout 2023 to monitor PM2.5 concentrations, to identify diurnal and seasonal patterns and to evaluate the influence of meteorological conditions on their variability. …”
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An Examination of the Effect of Parent‐Centered Nutrition Education on the Oxidant‐Antioxidant Parameters of Children Diagnosed With Autism Spectrum Disorder by Diler Us Altay, Erman Esnafoglu, Emine Kocyigit, Duygu Mataraci Değirmenci, Tevfik Noyan

“…Conclusion: Improvements in eating habits and dietary patterns were noted after nutrition education, especially in the experimental group, even though there were no appreciable changes in oxidative stress indicators. …”
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Data-Driven Approaches for Efficient Vehicle Driving Analysis: A Survey by Iryna I. Husyeva, Ismael Navas-Delgado, José García-Nieto

“…Efficient vehicle driving generally intends to reduce fuel consumption, emissions of harmful substances, and accident rates based on energy-efficient driving patterns as a set of parameters defining optimal vehicle and route characteristics, together with specific ways of driving a vehicle that the particular driver applies. …”
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Development and Use of Biotechnological System Models in Applied Scientific Research by M. A. Kerimov

“…(Research purpose) The research aims to substantiate the conceptual approach to the functioning of an «operator-machine-animal» biotechnical system, taking into account the subsystem interaction patterns. (Materials and methods) The paper explores the conditions governing the operation of biotechnical systems characterized by inherent randomness (in the probabilistic-statistical sense). …”
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Excess and reduced work absence during COVID-19 in Poland: insights from cause-specific time-series models by Błażej Łyszczarz, Jakub Wojtasik

“…Conclusions COVID-19 substantially reshaped work absence patterns in Poland, particularly during the early pandemic phase. …”
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Event-based surveillance at health facility and community level in low-income and middle-income countries: a systematic review by Ruwan Ratnayake, Anna Kuehne, Jonathan Polonsky, Christopher Haskew, Karl Schenkel, Olivier Le Polain de Waroux

“…We used a framework approach to facilitate qualitative data synthesis and exploration of patterns across and within articles.Results We identified 778 records, of which we included 15 studies concerning 13 different EBS systems. …”
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Forecasting temperature and rainfall using deep learning for the challenging climates of Northern India by Syed Nisar Hussain Bukhari, Kingsley A. Ogudo

“…Accurate temperature and rainfall (T&R) forecasting is vital for the climate-sensitive regions of Northern India, particularly Jammu, Kashmir, and Ladakh, where volatile weather patterns significantly affect livelihoods, socio-economic development, and disaster management efforts. …”
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Explainable artificial intelligence for targeted protein degradation predictions by Francis J. Prael III, Jutta Blank, William C. Forrester, Lingling Shen, Raquel Rodríguez-Pérez

“…Machine learning (ML) can identify structural patterns in large compound collections that are correlated to biological activity or other molecular properties. …”
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Analisis Kebijakan Restorasi Ekosistem Gambut di Indonesia dengan Discourse Network Analysis by Alamsyah Alamsyah, Erlisa Saraswati, Rizky Ghoffar Ismail

“…Researchers found three network patterns that are connected to RPE efforts in Indonesia. …”
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Understanding the Impacts of Rainfall Variability on Natural Forage–Livestock Dynamics in Arid and Semi-Arid Environments by Thabo S. Nketsang, Semu Mitiku Kassa, Moatlhodi Kgosimore, Gizaw Mengistu Tsidu

“…Arid and semi-arid environments are characterized by highly variable and unpredictable rainfall patterns, which significantly affect the structure and function of natural ecosystems. …”
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