Communicative potential of the library: experience of Bibliofest-2025 as part of the cultural mission of the school by Dina M. Popovich, Yana A. Kravchuk

“…In the process of testing the event, event pedagogy methods were developed and their educational and educational effects were assessed. …”
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Assessing the readiness of russian industrial enterprises for digital integration in the new economic conditions by N. M. Abdikeev, O. V. Kozhevina

“…The study is based on an interdisciplinary approach, since digital integration relations cover a wide range of tasks, the solution of which involves the use of systemic, factorial, statistical, evidence-based, comparative and expert methods, as well as grouping and clustering. These methods make it possible to identify specific features of the assessment of digital integration in the industry. …”
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Emotional intelligence training in health students: a pilot study by Manon Dugué, Manon Dugué, Olivier Sirost, Olivier Sirost, Natacha Heutte, Natacha Heutte, Fabrice Dosseville, Fabrice Dosseville

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AGCN-T: A Traffic Flow Prediction Model for Spatial-Temporal Network Dynamics by Jian Feng, Lang Yu, Rui Ma

“…In the spatial dependency extraction module, according to the similarity of historical traffic flow sequences of different loop detectors, an adjacency matrix for the road network is constructed based on a sequence similarity calculation method, Predictive Power Score (PPS), to express latent spatial dependency; and then GCN is used on the adjacency matrix to capture the global spatial correlation and Transformer is used to capture dynamic spatial dependency from the most recently flow sequences. …”
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Disparities in use modalities among adults who currently use cannabis, 2022–2023 by Meman Diaby, Osayande Agbonlahor, Bethany Shorey Fennell, Joy L. Hart, Delvon T. Mattingly

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Implications of Data Extraction and Processing of Electronic Health Records for Epidemiological Research: Observational Study by Melissa H J van Essen, Robin Twickler, Yvette M Weesie, Ilgin G Arslan, Feikje Groenhof, Lilian L Peters, Isabelle Bos, Robert A Verheij

“…Data were extracted and processed through distinct extraction, transformation, and loading (ETL) pipelines, allowing the evaluation of the impact of different ETL methods by comparing the 2 datasets in three steps: (1) patient demographics, (2) epidemiology of concordant patients, and (3) health service use of patients with 3 diagnoses. …”
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Production engineers profiling: competences of the professional the market wants by Flávia Roesler Cordeiro, Carolline Amaral Paslauski, Priscila Wachs, Maria Auxiliadora Cannarozzo Tinoco

“…Originality This is funded on investigating the gap between the competences the academy and the job market attribute to the professional of production engineering. Research method A questionnaire with production engineers was conducted to collect data that was analyzed using descriptive and predictive quantitative methods. …”
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Combined strategies for promoting short-chain fatty acids production from waste activated sludge in anaerobic fermentation by Xiaodi Li, Lu Wang, Mianfeng Zhang, Bo Wang, Wei Zeng, Yongzhen Peng

“…Abstract Carbon-neutral strategies are transforming wastewater treatment from pollution removal to resource recovery. …”
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Molecular mechanisms of pain regulation in patients with osteoarthritis by E. V. Chetina, G. A. Markova, E. A. Taskina, E. P. Sharapova, N. G. Kashevarova, L. I. Alekseeva, V. V. Kolomatsky, M. A. Makarov, A. L. Logunov, S. A. Makarov, A. N. Kuzin

“…Objective: to study the mechanisms determining the level of pain on the basis of an analysis of the expression profiles of the genes involved in joint destruction, inflammation, and metabolic regulation in the blood of patients with osteoarthritis (OA) with different expression levels of the Mammalian Target Of Rapamycin (mTOR) gene and at different disease stages.Material and methods. …”
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Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computing by Chitrakant Banchhor, Manoj Kumar Rawat, Rahul Joshi, Dharmesh Dhabliya, Omkaresh Kulkarni, Sandeep Dwarkanath Pande, Umesh Pawar

“…The widespread adoption of the Internet has transformed various industries, driving significant systemic reforms across different sectors. …”
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GLAI-Net: Global–Local Awareness Integrated Network for Semantic Change Detection in Remote Sensing Images by Qing Ding, Fengyan Wang, Mingchang Wang, Ying Zhang, Gui Cheng

“…Semantic change detection (SCD) in remote sensing images can simultaneously obtain changed areas and the transformation of ground objects, providing finer grained information support in ground observation applications. …”
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SARS-CoV-2 Replication Revisited: Molecular Insights and Current and Emerging Antiviral Strategies by Bryan John J. Subong, Imelda L. Forteza

“…This review consolidates contemporary molecular insights into viral replication and rigorously assesses treatment methods at different phases of viruses’ clinical development. …”
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IFRS Statements and Managerial Accounting Principles: Harmonization Potential by Yuliya Andreevna Shcheglovskaya

“…The following trends were revealed as a result of research: the need for integrated information base; the shift in focus to IFRS and financial accounting methods because of the lack of managerial accounting regulated environment; companies` business model transformation; the need for managerial accounting due to IFRS. …”
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Presenting the Model of Effective Factors on Smart Governance in the Country by Ghaem Gheiravani, Mohammad Montazeri, Shams Sadat Zahedi

“…Abstract The purpose of this research is to provide a model of factors affecting smart governance in the country. The research method is applicable in terms of purpose, and mixed (qualitative-quantitative) in terms of its implementation, and descriptive-survey type in terms of data collection. …”
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An explainable unsupervised learning approach for anomaly detection on corneal in vivo confocal microscopy images by Ningning Tang, Qi Chen, Yunyu Meng, Daizai Lei, Li Jiang, Yikun Qin, Xiaojia Huang, Fen Tang, Shanshan Huang, Qianqian Lan, Qi Chen, Lijie Huang, Rushi Lan, Xipeng Pan, Huadeng Wang, Fan Xu, Wenjing He

“…To address these limitations, we propose a Transformer-based unsupervised anomaly detection method for IVCM images, capable of identifying corneal abnormalities without prior knowledge of specific disease features.MethodsOur method consists of three submodules: an EfficientNet network, a Multi-Scale Feature Fusion Network, and a Transformer Network. …”
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Network modeling of the intellectual competence structure by Yana I. Sipovskaya

“…Adolescence is characterized by significant qualitative transformations in the physical, intellectual, personal, and spiritual spheres of an individual. …”
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Image Preprocessing Framework for Time-domain Astronomy in the Artificial Intelligence Era by Liang Cao, Peng Jia, Jiaxin Li, Yu Song, Chengkun Hou, Yushan Li

“…The rapid advancement of image analysis methods in time-domain astronomy, particularly those leveraging artificial intelligence (AI) algorithms, has highlighted efficient image preprocessing as a critical bottleneck affecting algorithm performance. …”
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Disaster Risk Reduction Audits and BIM for Resilient Highway Infrastructure: A Proactive Assessment Framework by Seung-Jun Lee, Hong-Sik Yun, Ji-Sung Kim, Hwan-Dong Byun, Sang-Hoon Lee

“…These findings highlight the value of adopting phased DRRA implementation as a national standard, with flexibility across different project types and scales. This study concludes that institutionalizing DRRAs, particularly when supported by digital platforms and decision-support tools, can serve as a critical component in transforming traditional infrastructure management into a more resilient and adaptive system.…”
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Disentangling autoencoders and spherical harmonics for efficient shape classification in crystal growth simulations by Jaehoon Cha, Steven Tendyra, Alvin J. Walisinghe, Adam R. Hill, Susmita Basak, Peter R. Spackman, Michael W. Anderson, Jeyan Thiyagalingam

“…This approach reveals continuous transformation pathways between different crystal morphologies whilst preserving underlying crystallographic principles. …”
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Design and Optimization of an Origami Gripper for Versatile Grasping and Manipulation by Hanwen Cao, Jianshu Zhou, Kai Chen, Qiguang He, Qi Dou, Yun‐Hui Liu

“…An optimization‐based inverse design method is presented to adjust gripper properties for various scenarios. …”
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