Game Narratives as Tools for Shaping Political Discourse Amidst Information Wars: The Case of the Ukrainian Conflict by Daniil A. Fedotov, Stanislav I. Kaminsky

“…The video games are a significant tool for influencing the processes of transformation of mass consciousness through interactive symbols and narratives. …”
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An extreme forecast index-driven runoff prediction approach using stacking ensemble learning by Zhiyuan Leng, Lu Chen, Binlin Yang, Siming Li, Bin Yi

“…The approach focuses on predicting the inflow processes of the Geheyan Reservoir in the Qing River using EFI and runoff time series. …”
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Ensemble Learning for Precise State-of-Charge Estimation in Electric Vehicles Lithium-Ion Batteries Considering Uncertainty by Aya Haraz, Khalid Abualsaud, Ahmed M. Massoud

“…A well-structured ML pipeline was developed to integrate these processes, optimizing the entire model development cycle for efficiency and practical implementation. …”
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Modeling Soil Temperature with Fuzzy Logic and Supervised Learning Methods by Bilal Cemek, Yunus Kültürel, Emirhan Cemek, Erdem Küçüktopçu, Halis Simsek

“…Soil temperature is a critical environmental factor that affects plant development, physiological processes, and overall productivity. This study compares two modeling approaches for predicting soil temperature at various depths: (i) fuzzy logic-based systems, including the Mamdani fuzzy inference system (MFIS) and the adaptive neuro-fuzzy inference system (ANFIS); (ii) supervised machine learning algorithms, such as multilayer perceptron (MLP), support vector regression (SVR), random forest (RF), extreme gradient boosting (XGB), and k-nearest neighbors (KNN), along with multiple Linear regression (MLR) as a statistical benchmark. …”
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Mood-Based Music Discovery: A System for Generating Personalized Thai Music Playlists Using Emotion Analysis by Porawat Visutsak, Jirayut Loungna, Siraphat Sopromrat, Chanwit Jantip, Parunyu Soponkittikunchai, Xiabi Liu

“…The classifiers employed in this study achieved the following accuracies: random forest (0.94), XGBoost (0.89), decision tree (0.85), logistic regression (0.79), and support vector machine (SVM) (0.78).…”
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Framework for Groove Rating in Exercise-Enhancing Music Based on a CNN–TCN Architecture with Integrated Entropy Regularization and Pooling by Jiangang Chen, Junbo Han, Pei Su, Gaoquan Zhou

“…Our method also surpasses the performance of CNN and other machine-learning models, including long short-term memory (LSTM) networks and support vector machine (SVM) variants. This study establishes a strong foundation for the automated assessment of musical groove, with potential applications in music education, therapy, and composition. …”
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Machine learning frameworks to accurately estimate the adsorption of organic materials onto resin and biochar by Raouf Hassan, Mohammad Reza Kazemi

“…Various machine learning methods were evaluated, including Linear Regression, Ridge Regression, Lasso Regression, Elastic Net, Support Vector Regression (SVR), k-Nearest Neighbors (KNN), Decision Trees, Random Forests, Gradient Boosting Machines, Artificial Neural Networks (ANNs), Convolutional Neural Networks (CNNs), Gaussian Processes, as well as ensemble algorithms such as XGBoost, LightGBM, and CatBoost. …”
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A hybrid approach to financial big data analysis using extended ensemble learning and optimized spark streaming by Muhammad Babar

“…The financial sector faces mounting challenges in processing vast volumes of high-velocity data to support intelligent, real-time decision-making. …”
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MiR-25 regulates Wwp2 and Fbxw7 and promotes reprogramming of mouse fibroblast cells to iPSCs. by Dong Lu, Matthew P A Davis, Cei Abreu-Goodger, Wei Wang, Lia S Campos, Julia Siede, Elena Vigorito, William C Skarnes, Ian Dunham, Anton J Enright, Pentao Liu

“…<h4>Methods</h4>We screened 52 miRNAs cloned in a piggybac (PB) vector for their roles in reprogramming of mouse embryonic fibroblast cells to iPSCs. …”
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Metacognitive deficits drive depression through a network of subjective and objective cognitive functions by Yuting Zhan, Xu Ding

“…Longitudinal analyses utilizing graphical vector autoregression models (n = 167) demonstrated that changes in metacognitive beliefs temporally preceded alterations in both depressive symptoms (β = 0.34, p < .001) and subjective cognitive complaints (β = 0.29, p < .01), independent of objective cognitive performance. …”
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Modulation of Anopheles stephensi gene expression by nitroquine, an antimalarial drug against Plasmodium yoelii infection in the mosquito. by Jian Zhang, Shuguang Zhang, Yanyan Wang, Wenyue Xu, Jingru Zhang, Haobo Jiang, Fusheng Huang

“…In addition, our data largely enriched the existing sequence information of An. stephensi, an epidemiologically important vector species.…”
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ATKIS-DLM-KG: a unified knowledge graph framework for integrating and querying fragmented topographic-cartographic data in the German digital landscape model by Guohui Xiao, Diluxan Sathalingam, Albulen Pano, Yu Feng, Linfang Ding

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FOCAL MECHANISMS OF EARTHQUAKES IN THE SUBDUCTION ZONE OF THE WESTERN PACIFIC PLATE by N. A. Bushenkova, O. A. Kuchay

“…The azimuthal orientation of P-axes of the focal mechanism solutions in the upper (1–70 km) contact zone corresponds to the Pacific Plate displacement vector when the plate fragments are subducting west-northwestwards. …”
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Acceptance of Mass Drug Administration for Prophylaxis against Lymphatic Filariasis in a Tribal Endemic Area: A Descriptive Cross-sectional Study by Asmit Agarwal, Vikas Maharshi

“…Results: Of 101 participants, majority were aware of the disease (92.1%), its vector (74.3%), at least one disability caused (87.2%), and governmental scheme of MDA (69.3%). …”
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phylospatial: An R package for spatial phylogenetic analysis with quantitative community data by Matthew M. Kling

“…Here I present phylospatial, a new R package that fully supports probability, abundance, and binary community data across a range of spatial PD analyses. The package processes all three data types in a common framework, while handling them in distinct ways at key points in the analysis pipeline. …”
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Features of the social beliefs of the Orthodox Church and Christians of the Evangelical Faith by Микола Стадник, Владислав Харченко

“…Social doctrine systematizes and actualizes the role and significance of social beliefs of Christianity, in their essence multi-vector, multi-dimensionality, inte-gration as the main characteristics of the spiritual sphere of the church. …”
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European Identity Today: Thought or Feeling? by A. Yu. Kolianov

“…In fact, the 2010-ies became for the EU a period when the political component of integration processes began to come to the fore.…”
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Identifying G-Protein Coupled Receptors Using Mixed-Feature Extraction Methods and Machine Learning Methods by Chunyan Ao, Lin Gao, Liang Yu

“…GPCRs play an important role in a variety of physiological processes and are important drug targets for a variety of diseases. …”
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Past and Ongoing Tsetse and Animal Trypanosomiasis Control Operations in Five African Countries: A Systematic Review. by Anne Meyer, Hannah R Holt, Richard Selby, Javier Guitian

“…<h4>Background</h4>Control operations targeting Animal African Trypanosomiasis and its primary vector, the tsetse, were covering approximately 128,000 km2 of Africa in 2001, which is a mere 1.3% of the tsetse infested area. …”
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EXPRESSION PROFILE OF MICRORNAS IN SQUAMOUS CELL HEAD AND NECK CARCINOMA by Yu. A. Veryaskina, G. V. Kakurina, E. S. Zhuravlev, S. E. Titov, I. V. Kondakova, O. V. Cheremisina, D. A. Shishkin, I. F. Zhimulev, E. L. Choynzonov, N. N. Kolesnikov

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