No three productions alike: Lexical variability, situated dynamics, and path dependence in task-based corpora by Shadrova Anna

“…In spite of its relevance for linguistic theory and corpus methodology, this assumption appears to be untested. …”
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AI-driven prediction of drug activity against Toxoplasma gondii: Data augmentation and deep neural networks for limited datasets by Natalia V. Karimova, Ravithree D. Senanayake

“…To address training data limitations, we introduced a novel methodology combining targeted descriptor selection, Gaussian noise-based data augmentation, and an ensemble of DNNs. …”
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To Compare the Efficacy of Platelet-Rich Plasma with Low-Level Laser Therapy and Low-Level Laser Therapy Alone in the Treatment of Chronic Plantar Fasciitis by Sushil Kumar Saini, Atul Kumar Saroj, Ashutosh Verma

“…Potential benefits in reducing the pain and spasm. Methodology: Patients between 18 to 60 years were included in this prospective randomized controlled trial. …”
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Determinants of Solvency and Performance in Insurance: Role of Risk-Based Capital in Stability by Kevin Rafif, Noer Azam Achsani, Laily Dwi Arsyanti, Abylay Syzdykov

“…Purpose: This study aims to identify the determinants of solvency and performance within the insurance industry, emphasizing the role of RBC regulations. Methodology: A systematic literature review of 20 empirical studies, published from 2018 to 2024, was conducted. …”
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EVALUATING LOYALTY IN SOUTH AFRICA’S HOTEL INDUSTRY: THE EFFECT OF SERVICE QUALITY AND BRAND EQUITY by Sharmila Ragunanan, Michael C. Cant, Johannes A. Wiid

“…Guided by a positivist paradigm, the study employed a quantitative methodology and a descriptive research design. Data was collected via an online survey from 379 respondents and analyzed using Partial Least Squares Structural Equation Modelling (PLS-SEM) to test the hypotheses with SmartPLS version 3. …”
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Financial and economic consequences of the war for Ukraine by Olena Lytvyn

“…According to the World Bank’s RDNA3 methodology, damage is the direct costs of destroyed or damaged physical assets and infrastructure, valued in monetary terms. …”
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Islamic Movement In Malaysia: History And Tradition by Ahmad Nabil Amir, Tasnim Abdul Rahman

“…The movement brought forth critical values and ideals of Islam that espoused for progressive and rational spirit and reconstruction of ijtihad and dynamic activism, based on inclusive moral and ethical norms and standards. The qualitative methodology used in this study focuses on content analysis and library research.The data was gathered by primary and secondary sources of document analysis, and it was technically analyzed utilizing interpretative, descriptive, historical, and comparative methods. …”
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Digital Safety for Women and Children: Legal and Policy Challenges Indonesia, Philippines, and Thailand by Dwi Nur Fauziah Ahmad, Nucharee Nuchkoom Smith

“…Using a systematic literature review (SLR) methodology, this research identifies and evaluates legal frameworks, implementation challenges, and the role of digital platforms in addressing these issues. …”
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Landslide hazard assessment and agricultural vulnerability using a geospatial approach by Rian Gabriel Girsang, Bistok Hasiholan Simanjuntak

“…This study aims to map landslide potentials and evaluate their impacts on the agricultural sector in the Cukilan Village, Semarang Regency. The research methodology encompasses a literature review focusing on landslide potential estimation and field survey. …”
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Natural products against resistant bacterial infections: A systematic literature review by Harshit Kaushik, Ruchika Sharma, Anoop Kumar

“…Aim: Thus, we have conducted a systematic review following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to determine the role of natural products. Methodology: The relevant studies were searched in PubMed and clinical trial websites till 18th February 2022. …”
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Intelligent decision support framework for assessment of alternative vehicle technologies in transportation system: A sustainable approach toward environmental remedy by Ibrahim Alrashdi, Ahmed M. Ali, Karam M. Sallam, Mohamed Abdel-Basset

“…The sensitivity and comparative analysis showed that the rank of alternatives is stable under different scenarios and that the proposed methodology is effective.…”
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Effectiveness of Malaysia football DNA application on the performance of players under 16 years by Hadi Syahmi Hamzah, Zulakbal Abd Karim, Abdul Rahaman, Fakrul Hazely Ismail, Amin Akbar

“…This model, created by the Football Association of Malaysia (FAM), reflects the philosophy, culture, and unique characteristics of Malaysian football, aligning with the demands of modern gameplay. Methodology: This qualitative study aims to examine the effectiveness of Malaysian football DNA application on the performance of Kedah Malaysian School Sports Council (MSSM) male under-16 players. …”
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Predictive modeling and optimization of SI engine performance and emissions with GEM blends using ANN and RSM by Farooq Shaik, D. Vinay Kumar, N. Channa Keshava Naik, G. Radha Krishna, T. M. Yunus Khan, Abdul Saddique Shaik, Abdulrajak Buradi, Addisu Frinjo Emma

“…Furthermore, Response Surface Methodology (RSM) was utilized to optimize the engine’s performance, identifying the optimal operating conditions of 2992.9 rpm engine speed and an E20-equivalent GEM blend. …”
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The Effect of Organizational Intelligence on Improving the Performance of Bushehr Public Library Staff by Abbas Doulani, mahnaz saadat, Roya Baradar

“…Purpose: This study aims to explore the impact of organizational intelligence on the performance of public library employees in Bushehr Province.Methodology: This research follows an applied purpose and a descriptive-correlational approach. …”
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Enhancing User Differentiation in the Electronic Personal Synthesis Behavior (EPSBV01) Algorithm by Adopting the Time Series Analysis by Mohanaad Shakir

“…Therefore, this study aims to test the impact of adopting time series analysis in the EPSB time indicator on improving the differentiation of user legitimacy in the case of password-stolen attacks. The research methodology, which involves analyzing and evaluating existing authentication methods in web-based systems, is a key component of this study. …”
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Conceiving an unfenced urban ecosanctuary at Mātai Moana through environmental stewardship: opportunities from Predator Free 2050 in Aotearoa New Zealand by Carles Martinez-Almoyna, Shanika Tuinder

“…Crawford and create an unfenced urban ecosanctuary and heritage reserve. The applied methodology showcases how collaborative landscape design can maximize the ecological impact of restoration projects while facilitating community engagement with biodiversity. …”
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Residual stress determination by blind hole drilling and local displacement mapping in aluminium alloy aerospace components by Sviatoslav Eleonsky, Vladimir Pisarev, Eugene Statnik, Alexey Salimon, Alexander Korsunsky

“… The determination of residual stresses by combining blind hole drilling and optical interferometric measurement of relief deformation is re-visited to evaluate its applicability to aerospace structures. The experimental methodology involves drilling a deep blind hole and evaluating the hole diameter increments in the principal strain directions using electronic speckle-pattern interferometry (ESPI). …”
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Optimized Novel Text Embedding Approach for Fake News Detection on Twitter X: Integrating Social Context, Temporal Dynamics, and Enhanced Interpretability by Mahmoud AlJamal, Rabee Alquran, Ayoub Alsarhan, Mohammad Aljaidi, Wafa’ Q. Al-Jamal, Ali Fayez Alkoradees

“…Leveraging the CIC Truth Seeker Dataset 2023, we applied SHAP for feature selection and interpretability, ensuring transparency in the model’s predictions. Our methodology achieved a remarkable accuracy of 99.9% using a Random Forest classifier, showcasing the efficacy of this optimized hybrid approach. …”
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Transformation of cash waqf management in Indonesia: Insights into the development of digitalization by Hendri Hermawan Adinugraha, Muhammad Shulthoni, Zohaib Hassan Sain

“… Purpose – This study intends to provide an in-depth explanation of the importance of transforming cash waqf management in Indonesia through a digitalization platform. Methodology – This research was library research. The data collection techniques used in this study were literature review and documentation. …”
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IS WOMEN'S LABOUR FORCE PARTICIPATION POTENTIALLY ENHANCED BY DIGITAL FINANCIAL INCLUSION? EVIDENCE FROM AFRICA by Benedict Azu, Taiwo Queen Adjeke, Agbobu Shedrack Onyeka

“…The empirical findings are analysed using the Probit model estimate methodology. According to our research, women's engagement in the labour market is favourably correlated with financial inclusion through digital channels more so than through traditional ones. …”
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