Exploring the relationship between audio–visual perception in Fuzhou universities and college students' attention restoration quality using machine learning by Shaofeng Chen, Zhengyan Chen, Jiawen Hong, Xiaowen Zhuang, Chenxi Su, Zheng Ding

“…It further explores campus landscape optimization pathways driven by multi-source data, providing scientific basis for sustainable campus planning.MethodsTaking Fuzhou University Town as a case study, this study integrates machine learning technology with multi-source data (street view images, social media text, and PRS-11 questionnaires) to construct a “multi-modal perception mechanism analysis-dynamic evaluation iteration” framework. …”
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Air quality prediction based on factor analysis combined with Transformer and CNN-BILSTM-ATTENTION models by Shuyuan Liu, Yang Hu

“…Future plans include optimizing factor extraction, exploring external data sources, and developing more efficient deep learning architectures.…”
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Use of End-to-End Tool for the Analysis of the Digital Governance of Ports by Nicoletta González-Cancelas, Alberto Camarero Orive, Alberto Rivas Vilarchao, Javier Vaca-Cabrero

“…<i>Method</i>: In this context, the article proposes the use of an End-to-End Tool to analyze and evaluate digital governance in ports. …”
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Negative Ion Beam Emittance Calculations by M. Turek, P. Węgierek

“…The aim of the paper was to study changes of produced beam quality (described by its emittance and brightness) with the geometry of the extraction system as well as extraction voltage.A two-dimensional Particle-in-Cell (PIC) method based code was applied to model Hions and electrons extraction from the ion source plasma chamber through the opening with bevelled surface. …”
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Investigating the impact of variety of e-retail delivery service options on customer retention by Soheila Zarinjoy alvar, shahin raz, Ali Tavakolifar

“…The main advantage of the proposed strategy, compared to previous strategies, is its simplicity and easy implementation, and at the same time it reflects the optimal solution. Research methodology The current research is applicable in terms of purpose, a survey research in terms of the method of data collection, cross-sectional in terms of time, and causal-descriptive in terms of nature and method. …”
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Effect of Different Papain Concentrations on Yield and Quality of Tuna Eye Oil by Wini Trilaksani, Tati Nurhayati, Joko Santoso, Bambang Riyanto, Silva Fauziah, Fahri Sinulingga

“… • Enhanced Extraction Methodology: Enzymatic extraction using papain at optimal concentrations significantly improves the yield and quality of tuna eye oil, achieving up to six times higher yield compared to other methods…”
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Thermo-hydro-mechanical coupling mechanisms and sensitivity analysis of abandoned mine thermal energy storage systems by Liyuan LIU, Yaohui LI, Tao WANG, Tongbin ZHAO, Qiang KOU, Zerui MI, Le ZHANG

“…Consequently, numerous thermal utilization projects focusing on abandoned mine water have entered research phases, particularly in European countries facing energy crises that urgently require improved energy efficiency or novel energy sources, to optimize existing supply structures. Compared with direct utilization of mine water thermal resources, seasonal thermal energy storage utilizing mine environments appears more attractive. …”
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Coupling regulation of water and fertilizer in cold farmland of Harbin, Heilongjiang, China, based on resource-benefit-environment synergy by Yingshan Chen, Yaowen Xu, Aizheng Yang, Qiang Fu, Dong Liu, Mo Li

“…This study combines field experiments, process simulation, and optimization modeling to develop a sustainable method for regulating water and fertilizers in cold farmland. …”
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Specifics of magnetotelluric studies in Antarctica by Tatyana V. Davydkina, Andrei A. Yankilevich, Anna N. Naumova

“…Electromagnetic noise occurs during strong winds; proximity to the magnetotelluric field source can violate the plane wave principle on which the method is based. …”
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Multimodal machine learning for analysing multifactorial causes of disease—The case of childhood overweight and obesity in Mexico by Rosario Silva Sepulveda, Magnus Boman, Magnus Boman

“…The unsupervised pipeline used traditional methods with k-Means and hierarchical clustering, with the optimal number of clusters calculated to be k = 2.ResultsThe decision tree classifier in the supervised early fusion approach produced the best quantitative results. …”
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Dynamics of Russian language internet discourse: peculiar representation of lexis in dictionaries by Ekaterina S. Astapkina, Alexander A. Barkovich

“…The study used a set of analytical methods, including discourse analysis, component analysis, as well as synthesis, modeling, comparison, and other general scientific and linguistic methods. …”
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Flushing peripheral intravenous catheters: A scoping review. by Jiaxin Deng, Orlaith Hernon, Caitríona Duggan, Leo R Quinlan, Zina Alfahl, Peter J Carr

“…<h4>Methods</h4>Following JBI scoping review methodology, a comprehensive search was conducted across PubMed, Embase, Scopus, CINAHL, and grey literature sources. …”
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Nanopesticides for managing primary and secondary stored product pests: Current status and future directions by Mohammed Lengichow Kadir, Asli Dageri, Tuğba Nur Aslan

“…This review analyzes the available literature on the efficacy of nanoparticles (NPs) against primary and some secondary storage pests. Green synthesis methods using plant extracts and other biological sources are highlighted for the production of environmentally friendly NPs. …”
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Advancing understanding of autoimmune diseases and lung cancer: trends, themes, and future directions by Hao-Han Rao, Wan-Chen Xie, Feng Guo, Huan-Wen Chen

“…A bibliometric analysis was conducted to investigate global research trends, key hotspots, and potential future directions in this field. Methods This study utilized bibliometric methods, analyzing 1161 publications from the Web of Science database spanning the years 1980 to 2024. …”
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Optimasi Pretreatment melalui Metode Hydrothermal Pressure dan Pelarut Alkali pada Produksi Bioetanol dari Lemna minor by Abdur Rahman Arif, Andi Evi Erviani, Hasnah Natsir, Ilham Haidir, Maudy Audina Affandy

“…Kombinasi proses pretreatment memberikan hasil yang cukup baik terhadap proses degradasi lignin yang terkandung dalam sampel Lemna minor sehingga sangat efektif digunakan dalam proses pembuatan bioetanol dengan bahan dasar biomassa.   Optimization Pretreatment through Hidrothermal Preassure and Alkaline Solvent Methods in Bioethanol Production from Lemna minor. …”
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Nitrogen content estimation of apple trees based on simulated satellite remote sensing data by Meixuan Li, Xicun Zhu, Xicun Zhu, Xinyang Yu, Cheng Li, Dongyun Xu, Ling Wang, Dong Lv, Yuyang Ma

“…The data was resampled based on satellite sensor spectral response functions to match the band resolutions of multiple satellite sources. Correlation coefficient method and partial least squares regression were used to screen sensitive bands for apple tree nitrogen content. …”
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Study of anticonvulsant properties of 1,2,4-triazole derivatives and prospects for their use in pharmacy by N. M. Borysenko, V. V. Parchenko, I. V. Bushuieva, O. K. Yerenko

“…The aim of the work was to analyze and summarize the world achievements in recent years in the study of anticonvulsant properties of 1,2,4-triazole derivatives and to prove the need and feasibility of further research in the chosen direction of scientific research. Materials and methods. A comprehensive literature search was conducted using a range of scientometric databases indexing peer-reviewed sources in the fields of biomedicine, chemistry, and pharmacology, including PubMed, SciFinder, Web of Science, Google Scholar, ScienceDirect, and Scopus. …”
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University proceedings. Volga region. Medical sciences by A.S. Reutov, E.A. Koretskaya, E.V. Goryacheva, O.O. Ilyunina

“…An individual approach to optimizing the level of psychoemotional stress can be regarded as one of the methods for preventing diseases such as periodontitis.…”

The DHA supplementation during pregnancy: benefits and risks - review by Justyna Dutkiewicz, Wiktoria Mączyńska, Michał Wijata, Anna Maria Wijata, Zuzanna Adriana Przybyłek-Stępień, Ryszard Bartosiński, Jan Szustak, Maria Kąpa, Bartosz Szepietowski, Jakub Marek Kaźmierczak, Ewelina Rycerz, Piotr Pasek

“…However, there is a lack of precise data on optimal doses and desired DHA concentrations in the blood. …”
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Growing the power system: Expansions on transmission and distribution systems for deep electrification by Jessie Ma

“…Transmission and distribution options, together with their connected sources, are modeled both together and separately to recognize optimal outcomes at a societal level. …”
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