Deep learning-based action recognition for joining and welding processes of dissimilar materials by Tao He, Xinyuan Jin, Yiming Zou

“…Traditional methods for analyzing such processes often fail to effectively capture the multi-scale spatiotemporal dependencies and adapt to the inherent variability of these operations. …”
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Mapping the oxidative landscape in cystic fibrosis: methodological frontiers and application by Michela Rubin, Ilaria Artusi, Ilaria Artusi, Giorgio Cozza, Giorgio Cozza

“…These include methods for direct reactive oxygen species (ROS) detection (e.g., superoxide, hydrogen peroxide), characterization of oxidative damage to lipids (e.g., TBARS, F2-isoprostanes; lipidomics), proteins (e.g., carbonylation, S-nitrosylation, S-glutathionylation; proteomics), and DNA (e.g., 8-OHdG). …”
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Spatio-temporal transformer and graph convolutional networks based traffic flow prediction by Jin Zhang, Yimin Yang, Xiaoheng Wu, Sen Li

“…Firstly, most current methods rely on Graph Convolutional Networks (GCNs) to extract spatial correlations, typically using predefined adjacency matrices. …”
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Satellite Altimetry and Seasonal Circulation in the Ligurian Sea by Paola Picco, Roberto Nardini, Luca Repetti, Stefano Vignudelli

“…Altimetric measurements successfully reproduce the basic circulation features of the region and their seasonal variation and, despite the different nature of the used systems, can be well integrated with in situ observations. …”
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A Systematic Literature Review of EFL/ESL Teachers' Emotional Experiences by Fatma Toköz, A. Beyza Şahin Yıldırım

“…However, the connection between their emotional experiences and their impact on teaching remains substantial. Evidently, integrative research methods are necessary to provide a more dynamic perspective on this complex subject. …”
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The Essence of Bengal’s Ethnic Sweetmeats: An Exploratory Journey through History, Tradition, and Culture by Tanmay Sarkar, Molla Salauddin, Arindam Paul, Tanupriya Choudhury, Runu Chakraborty, Faisal Imran

“…To the best of our knowledge, this article is the first attempt to scientifically document the integrity of the processing methods, nutritional content, and health benefits of traditional sweetmeats.…”
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Vision-Guided Fuzzy Adaptive Impedance-Based Control for Polishing Robots Under Time-Varying Stiffness by Qinsheng Li, Xiaozhen Lian

“…This study proposes an Adaptive Impedance Control based on Visual Guidance (AICVG) strategy for robotic polishing. This approach integrates real-time visual feedback for geometric perception and adaptive tool path generation with a fuzzy logic system that dynamically adjusts impedance parameters to account for unforeseen surface stiffness variations. …”
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Increasing anthropogenic stressors influenced the water quality and shifted trophic status of northern Lake Tana Gulf, Ethiopia by Flipos Engdaw, Tadesse Fetahi, Demeke Kifle

“…The physico-chemical parameters were measured in situ or determined in water samples using standard methods. There were significant (p < 0.05) variations in temperature, dissolved oxygen (DO), electrical conductivity (EC) and turbidity between the dry and rainy seasons. …”
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Epidemiology and Genetic Characterization of Distinct Ebola Sudan Outbreaks in Uganda by Francesco Branda, Massimo Ciccozzi, Fabio Scarpa

“…Genomic sequences of SUDV were analyzed to investigate viral evolution and identify genetic variations associated with pathogenicity and transmissibility. …”
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Factors affecting breastfeeding initiation among mothers in Riyadh primary healthcare clinics: a cross-sectional study by Alhanouf F. Altamimi, Rayyana Ababtain, Mariah S. Alahmari, Bader A. Altulaihi

“…Methods A cross-sectional study was conducted, recruiting 449 Saudi mothers from four primary healthcare centers in Riyadh between January 2022 and January 2023. …”
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Assessment of heavy metal contamination and sediment characteristics in Ozomu lake, southern Nigeria: Implications for environmental health by John O. Olomukoro, Clinton O. Enabulele

“…Future research should explore seasonal variations and specific pollution sources in the lake's catchment area. …”
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Research on Climate Drivers of Ecosystem Services’ Value Loss Offset in the Qinghai–Tibet Plateau Based on Explainable Deep Learning by Wenshu Liu, Chang You, Jingbiao Yang

“…By combining explainable deep learning methods, this study advances the understanding of the relationship between climate drivers and ecosystem service losses, providing scientific insights for ecosystem protection and sustainable management in the Qinghai–Tibet Plateau.…”
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Delay Estimation in Networks with Cooperative Arrival Dynamics by O. А. Markelov, N. S. Tymchenko, M. I. Bogachev

“…Development of an improved model for estimation of aggregated traffic delays in highly loaded networks taking into account statistical characteristics of interrelations between activity fluctuations in nodes and channels of the network.Materials and methods. A superstatistical approach is applied to analytically correct the Kingman formula for estimating the waiting time based on the calculation of the coefficients of variation of arrival intensities and mutual correlations between the intensities of the traffic generated by different nodes. …”
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QTL-based dissection of three key quality attributes in maize using double haploid populations by Zitian He, Jianping Wang, Jianping Wang, Jialei Li, Jianwei Li, Lei Chen, Xiaolei Zhang, Xiaolei Zhang

“…While previous studies have explored the genetic basis of these traits, further investigation into the quantitative trait loci (QTL) responsible for variations in starch content, oil content, and lysine content still requires additional attention.MethodsDouble haploid (DH) populations were developed via a nested association mapping (NAM) design. …”
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Unveiling the role of DHIS2 in enhancing data quality and accessibility in primary healthcare facilities: Evidence from Ethiopia. by Taddese Alemu Zerfu, Moges Asressie, Zenebu Begna, Tigist Habtamu, Netsanet Werkneh, Tariku Nigatu, Meskerem Jisso Ibido, Addisalem Genta

“…DHIS2 standardized data collection methods, enabling healthcare providers to input and access data in real-time. …”
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Assessing the Oral-Health-Related Quality of Life in Patients with Dental Prosthetics: A Cross-Sectional Study from Eastern Croatia by Ingrid Kovačević, Ivana Barać, Katarina Major Poljak, Slavko Čandrlić, Marija Čandrlić

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MWG-UNet++: Hybrid Transformer U-Net Model for Brain Tumor Segmentation in MRI Scans by Yu Lyu, Xiaolin Tian

“…However, traditional segmentation methods struggle with complex tumor shapes and inconsistent image quality which leads to suboptimal results. …”
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Self-initiated programming activity as a factor in developing students’ skills in school education: Preliminary research findings by Maciej

“…Process of argumentation: The study explores variations in students’ programming engagement across different types of schools. …”
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Noise robust aircraft trajectory prediction via autoregressive transformers with hybrid positional encoding by Youyou Li, Yuxiang Fang, Teng Long

“…Extensive experiments on multiple datasets demonstrate our improvement over existing aircraft trajectory prediction methods.…”
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Research on visual design of urban multimedia portal by Lin Wang, Minghui Zhu, Yi Zhang

“…We developed a decision model integrating Fuzzy Analytic Hierarchy Process and Gray Relational Analysis (FAHP-GRA) to evaluate color preferences. …”
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