Evolutionary Game Analysis and Strategy Optimization for Short-Video Platform Regulation Under Cyber Space Governance by Chuanqi Wu, Xinyu Wang, Fulei Shi, Chuansheng Wang, Cuiyou Yao, Ying Gao, Dongpu Fu

“…The main contributions of this study can be summarized as follows. (1) Precision of adjustment of regulatory parameters: it quantitatively demonstrates the profound impact of subtle adjustment of cost, penalty, and subsidy parameters on the strategic evolution of governments and platforms, provides refined sensitivity analysis for policy design, and strengthens the connection between theory and practice. (2) Characteristics of the coexistence of equilibrium and oscillation phenomena: through simulation experiments, the characteristics of the coexistence of dual steady states and periodic oscillations under the current subsidy and punishment framework are revealed, which provides new evidence for the equilibrium theory of digital ecosystem and highlights the significance of pursuing lasting stability in dynamic situations. (3) Breakthroughs in the theory and practice of governance dynamics: for systemic instability, we innovatively design and verify two dynamic adjustment mechanisms, with special emphasis on the effectiveness of dynamic punishment strategies. …”
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Semi-Blind Channel Estimation and Achievable Rate Analysis for Uplink RIS-Enhanced Multi-User Networks by Samar I. Farghaly, Mohamed I. Ismail, Mostafa M. Fouda, Ahmed S. Alwakeel

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Predictive analytics of student performance: Multi-method and code by Alla Yu. Vladova, Katsiaryna M. Borchyk

“…Authors apply a multi-method approach for data analysis using simple logistic and linear regressions, k-means clustering, that all together gave a synergetic effect. …”
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Factors Analysis Associated With Villagers Satisfaction of Plan of Hadi: Case Study of gharagol Village of Diwandareh county by moslem savari, nematolah SHIRI, HOSSAIEN shabanalifami

“…In addition, factor analysis, three factors: “create Interest to the village”, “Effects of physical” and “creation sub-employment in village” identified as the effects of guide plan. …”
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Fine-Tuning Large Language Models for Ontology Engineering: A Comparative Analysis of GPT-4 and Mistral by Dimitrios Doumanas, Andreas Soularidis, Dimitris Spiliotopoulos, Costas Vassilakis, Konstantinos Kotis

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Exploring the Integration of Atomic Habits in Pedagogical Frameworks: A Qualitative Analysis of Teachers’ Implementation and Students’ Outcomes by Fakhar Ul-Zaman, Muhammad Safdar Bhatti, Samina Semab, Muhammad Junaid Aslam, Muhammad Awais Anwer, Maria Noor

“…Subsequent research could investigate the longer-term effects of habit creation on students' outcomes and examine the role that technology can play when used to support habit formation within an educational setting. …”
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Contemporaneous symptom networks for multidimensional symptom experience in lung cancer survivors of immunotherapy: A network analysis. by Hang Gao, Xiaoxue Wen, Xiaoli Sun, Yuwei Liu, Jianwen Hou, Danwen Zheng, Hejia Chen, Lingfang Ma, Yufang Zhou, Xinyan Yu

“…Through intricate network analysis of disease-related symptoms, symptom networks are able to statistically analyze and depict the links between different symptoms. …”
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ТHЕ ALGORITHM OF ANALYSIS OF AGRICULTURAL RISKS UNDER INFLUENCE OF INCOMPLETE INFORMATION ABOUT THEIR PARAMETERS by L. O. Lomovskykh, O. V. Mandych, O. O. Kovalenko, N. A. Karasova, A. Orzeł

“…The databases on factors influencing risk are absent both at the national level and at the regional level in Ukraine. Today, the creation of such databases does not solve the problem, as the necessary precondition of modern software systems for risk analysis is the availability of data covering significant time period. …”
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Metallophosphide poisoning, a rising public health problem in Ethiopia: a systematic review and meta-analysis by Kassaye Demeke Altaye, Bethelhem Yenenew Assefa, Adina Worku Teka, Saron Mulugeta Worku, Geta Bayu Genet, Bikis Liyew, Nahom Worku Teshager

“…This systematic review and meta-analysis aim to determine the pooled prevalence and mortality rate from metallophosphide poisoning in Ethiopia. …”
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Mitochondrial-Localized Protein Transcript Abundance can Predict the Prognosis of Endometrial Carcinoma: A Retrospective Analysis by Weifei Liang, Hong Lin, Donglin Sun, Minghui Tang

“…The objective of this research was the creation of better tools for predicting UCEC patient survival to provide more accurate and effective treatment strategies. …”
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Percutaneous management of chronic total occlusion of the portal vein: a retrospective analysis of technical aspects and outcomes by Ludovico Dulcetta, Paolo Marra, Riccardo Muglia, Francesco Saverio Carbone, Mauro Viganò, Angelo Di Giorgio, Lorenzo D’Antiga, Stefano Fagiuoli, Sandro Sironi

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FC-BENTEN: Synchrotron X-Ray Experimental Database for Polymer-Electrolyte Fuel-Cell Material Analysis by Takahiro Matsumoto, Shigeru Yokota, Takuma Kaneko, Mayeesha Marium, Jeheon Kim, Yasuhiro Watanabe, Hiroyuki Iwamoto, Keiji Umetani, Tomoya Uruga, Albert Mufundirwa, Yuki Mizuno, Daiki Fujioka, Tetsuya Miyazawa, Hirokazu Tsuji, Yoshiharu Uchimoto, Masashi Matsumoto, Hideto Imai, Yoshiharu Sakurai

“…FC-BENTEN streamlines metadata creation using automated processes and template-based tools, enhancing data management, accessibility, and interoperability. …”
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Tailoring youth-friendly health services in Nigeria: a mixed-methods analysis of a designathon approach by Ucheoma Nwaozuru, Kadija M. Tahlil, Chisom Obiezu-Umeh, Titilola Gbaja-Biamila, Sarah E. Asuquo, Ifeoma Idigbe, Rhonda BeLue, David Oladele, Kathryn E. Muessig, Nora E. Rosenberg, Jason J. Ong, Adesola Z. Musa, Weiming Tang, Oliver Ezechi, Juliet Iwelunmor, Joseph D. Tucker

“…Designathons, which are time-bounded co-creation events where individuals gather in teams to develop solutions to a problem, could promote youth participation and ownership of health services. …”
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Local Seismicity Analysis of the Western Part of the Taimyr Peninsula According to the Data of the Single Seismic Station “KOLBA” by Konechnaya Yana, Antonovskaya Galina

“…The developed set of criteria for the identification of technogenic events allowed us to clean up the seismic catalog and attribute all 150 events to the manifestation of technogenic seismicity. The most effective criteria are the analysis of spectral-time diagrams, the 𝑆/𝑃 ratio and the daily distribution of events. …”
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Impact of Marketing, Sales and Innovations on Business Performance Analysis in Intellectual Capital Research: Latvia, Estonia and Lithuania

“…On the basis of the analysis of intellectual capital research, research questions can be defined in the form of a block-chain of the research areas, including a) terminology and definition b) components and classification; c) measurement and evaluation systems; d) value creation and, more recently, distortions; e) efficiency and effectiveness; f) reporting and disclosure; g) impact assessment; h) decision-making; and i) indication of contradictions and gaps for further research. …”
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‘Sowing and harvesting water’: Revisiting forest restoration in the Peruvian Andes through a multi‐stakeholder analysis by Tina Christmann, Isaías Cjuno‐Turpo, Mayté López‐Aranda, Sarah Jane Wilson, Aida Cuni‐Sanchez, Yadvinder Malhi, Augusto Ramirez, Vidal Rondán, Francisco Medina Castro, Marlene Mamani, Jorge Recharte, Marco Arenas, Constantino Aucca Chutas, Omar Amador Carrión Moreno, Frida Blanca Gonzalez Cabello, Imma Oliveras Menor

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Layering Public Park Histories: Uncovering the Effects of Restoration Idea[l]s in Post-War Urban Spaces in Germany and the U.S. by Laura Brannan Fretwell, Eliane Schmid

“… This paper proposes a lens of analysis for studying how public urban park creation, often presented as inherently beneficial for the public by planners, government officials, and stakeholders, served to enforce prevailing social and political norms by excluding unwanted visitors and fostering specific codes of conduct. …”
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EXPLORING CHALLENGES AND OPPORTUNITIES FOR SAUDI PODCASTERS: A QUALITATIVE STUDY by Merfat ALARDAWI

Tribological behavior of unfilled PTFE under static loading in dry sliding condition: a Taguchi-ANN perspective by Kiran Ashokrao Chaudhari, Jayant Hemchandra Bhangale

“…Signal-to-noise ratios (SNR) are used in the evaluation of individual parameter effects, the creation of regression models, and the establishment of ideal operating conditions. …”
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Effective multimodal hate speech detection on Facebook hate memes dataset using incremental PCA, SMOTE, and adversarial learning by Emmanuel Ludivin Tchuindjang Tchokote, Elie Fute Tagne

“…Using the Facebook Hate Meme Dataset (FBHM), we create a reliable model in this work for identifying multimodal hate speech on online platforms. To effectively address class imbalance and improve classification accuracy, our hybrid model combines ResNet for image processing with RoBERTa for text analysis, leveraging Synthetic Minority Over-sampling Technique (SMOTE) and Incremental Principal Component Analysis (PCA) combined with adversarial machine learning techniques. …”
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