National Question and Its Resolution: Semantics of Ethnic Disintegration and Integration in Russian History Textbooks of 20th-21st Centuries by L. M. Golikov

“…The structures of the conceptual fields represented by combinations with “nation” and its derivatives are delineated. …”
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The Idea of «Concept» in the Studies of Culture by T. D. Tatarskaya

“…Nowadays in the modern humaninities there are the coexistence of different approaches to understanding, interpretation and investigation of concept. In terms of linguistics the concept constitutes the meaning of sign, and its investigation focused on the search of different means of representation of it in the language and on the basis on them structuring the concept. …”
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Algorithms for partitioning logical circuits into subcircuits by N. A. Kirienko

“…The problem of partitioning in terms of a graph-theoretic model is defined and some algorithms for solving the partitioning problem are proposed. …”
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The Concept of Holistic Sustainability in the Representation of The Cultural Landscape of Sumberawan Temple by Ema Yunita Titisari, Lisa Dwi Wulandari, Julaihi Wahid, Raghad Mourad

“…The methodology employs Claude Lévi-Strauss’s structuralism to interpret the conceptual meaning embedded in the cultural landscape of Sumberawan Temple. …”
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Assessing and improving reliability of neighbor embedding methods: a map-continuity perspective by Zhexuan Liu, Rong Ma, Yiqiao Zhong

“…Abstract Visualizing high-dimensional data is essential for understanding biomedical data and deep learning models. Neighbor embedding methods, such as t-SNE and UMAP, are widely used but can introduce misleading visual artifacts. …”
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The role of migration in the regional development and its appearance in the theories by Tünde Patay, Tamas Hardi

“…These impacts can vary depending on the reference period, region or sector as well as on the goals and aspects of our interpretation. Analysing the interference between immigration and regional development, we can rely on classic migration theories, however, a comparison of further models and concepts relating development and regional issues can be more useful for researchers. …”
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The Plot of Spiritual “Initiation” in Eugene Onegin by Vitaly J. Darensky

“…The essay outlines a typology of the novel’s characters, structured around their intention to have spiritual transformation (“initiation”), either successful or failed. …”
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Representations of Trust and Distrust in Financial Institutions in Russian Regional Speech Culture by Olga Yu. Smyslova, Andrei A. Linchenko

“…The content analysis of 55 semi-structured interviews with three generations of residents of the region showed that the conservative model of financial behavior continues to be reproduced in the speech culture. …”
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Task shifting for musculoskeletal disorders in Norwegian primary care: a qualitative interview study of general practitioners and specialist musculoskeletal physiotherapists by Kenneth Chance-Larsen, Michael Backhouse, Richard Collier, Tobba Sudmann

“…Objective To explore the views of general practitioners and physiotherapists on the current model of care for patients with musculoskeletal disorders in Norwegian primary care, and if the English First Contact Practitioner model, where patients have access to multiple professional groups with musculoskeletal health expertise, could inform service development.Design, setting, and subjects We analysed interviews with five GPs and 11 physiotherapists and used Lipsky’s theories about street-level bureaucracy and Foucault’s theories of mechanisms of power and institutional structures to explore task shifting and cooperation between different professions.Results and interpretation The empirical material reflected a multi-faceted discourse about skill-mix in primary care, where financial factors, perceptions about competence, and task preferences moderated attitudes to task shifting. …”
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The theme and symbolism of the bridge in European and Serbian early modernist painting by Tubić Dejan M.

“…Without strong influences from Japonism or modernist metal bridge structures, the Serbian early modernist vision of the bridge is based on historicist tradition, romantic ideas, and authentic interpretations of Orientalism.…”
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Application of Machine Learning for Predictive Analysis and Management of Mediterranean-Farmed Fish Mortalities: A Risk Management Case Study Using Apache Spark by Marios C. Gkikas, Dimitris C. Gkikas, Gerasimos Vonitsanos, John A. Theodorou, Spyros Sioutas

“…Apache Spark was used for data processing and machine learning model implementation; Apache Cassandra was also used for data storage, ensuring efficient large dataset management and SQL tools for structured data handling; Oracle VM VirtualBox for cross-platform virtualization; and Spark Connector was also used.…”
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Situational Awareness Prediction for Remote Tower Controllers Based on Eye-Tracking and Heart Rate Variability Data by Weijun Pan, Ruihan Liang, Yuhao Wang, Dajiang Song, Zirui Yin

“…The annotated dataset containing 25 ET and HRV features is trained using the LightGBM model optimized by a Tree-structured Parzen Estimator, and feature selection and model interpretation are performed using the SHapley Additive exPlanations (SHAP) analysis. …”
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Conceptualizing the Theoretical Framework of Management Accounting: A Grounded Theory Approach by Mohammadreza Mehrabanpour, Rezvan Hejazi, Rayan Ramezanian

“…To extract the components influencing the development of the theoretical framework of management accounting, and given the lack of a coherent model in the related literature, a systematic review of theoretical foundations and semi-structured interviews with 13 experts from both domestic and international contexts were conducted. …”
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Automated prediction of fibroblast phenotypes using mathematical descriptors of cellular features by Alex Khang, Abigail Barmore, Georgios Tseropoulos, Kaustav Bera, Dilara Batan, Kristi S. Anseth

“…Here, we develop mathematical descriptors of cell morphology and intracellular structures to identify quantitative and interpretable cell features that capture the fibroblast-to-myofibroblast phenotypic transition in immunostained images. …”
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The predictive embodied mind: a case-based encounter with film aesthetics by Maarten Coëgnarts, Maarten Coëgnarts, Maarten Coëgnarts

“…By structuring sensory input in alignment with the brain’s predictive logic, cinematic works of art enhance both comprehension and the aesthetic pleasure derived from resolving predictions into coherent patterns.…”
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Automated Wall Moisture Detection in Heritage Sites Based on Convolutional Neural Network (CNN) for Infrared Imagery by Yu-Chieh Chu, Ya-Yun Huang, Chen-Yu Ye, Shih-Lun Chen

“…However, its reliance on manual interpretation by experts makes the process both time-consuming and costly. …”
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Artificial intelligence and chordoma: A scoping review of the current landscape and future directions by Eddie Guo, Rafael D. Sanguinetti, Lyndon Boone, Jiawen Deng, Husain Shakil, Mehul Gupta

“…Future research should focus on collaborative efforts for larger, diverse datasets with external validation cohorts, interpretable multimodal models, and validation through prospective clinical trials.…”
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MDFT-GAN: A Multi-Domain Feature Transformer GAN for Bearing Fault Diagnosis Under Limited and Imbalanced Data Conditions by Chenxi Guo, Vyacheslav V. Potekhin, Peng Li, Elena A. Kovalchuk, Jing Lian

“…In industrial scenarios, bearing fault diagnosis often suffers from data scarcity and class imbalance, which significantly hinders the generalization performance of data-driven models. While generative adversarial networks (GANs) have shown promise in data augmentation, their efficacy deteriorates in the presence of multi-category and structurally complex fault distributions. …”
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Revolutionizing Sperm Analysis with AI: A Review of Computer-Aided Sperm Analysis Systems by Francisco J. Baldán, Diego García-Gil, Carlos Fernandez-Basso

“…By employing a spectrum of techniques, from classic machine learning (ML), often valued for its interpretability and efficiency with structured data, to deep learning (DL), which excels at extracting intricate features directly from image and video data, the field now achieves more accurate, automated, and high-throughput evaluations. …”
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Data-Efficient Sowing Position Estimation for Agricultural Robots Combining Image Analysis and Expert Knowledge by Shuntaro Aotake, Takuya Otani, Masatoshi Funabashi, Atsuo Takanishi

“…These findings highlight the potential of interpretable, low-data machine learning models for rapid adaptation to complex agroecological systems and demonstrate a practical approach to combining structured human expertise with sensor-based automation in biodiverse farming environments.…”
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