Comparative Analysis of Satellite-Based Rainfall Products for Drought Assessment in a Data-Poor Region by Hansini Gayanthika, Dimuthu Lakshitha, Manthika Chathuranga, Gouri De Silva, Jeewanthi Sirisena

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Intravaginal practices, bacterial vaginosis, and HIV infection in women: individual participant data meta-analysis. by Nicola Low, Matthew F Chersich, Kurt Schmidlin, Matthias Egger, Suzanna C Francis, Janneke H H M van de Wijgert, Richard J Hayes, Jared M Baeten, Joelle Brown, Sinead Delany-Moretlwe, Rupert Kaul, Nuala McGrath, Charles Morrison, Landon Myer, Marleen Temmerman, Ariane van der Straten, Deborah Watson-Jones, Marcel Zwahlen, Adriane Martin Hilber

“…Data were pooled using random-effects meta-analysis. …”
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Comparative transcriptome analysis on candidate genes involved in lipid biosynthesis of developing kernels for three walnut cultivars in Xinjiang by Wenqiang Wang, Hao Wen, Qiang Jin, Wenjun Yu, Gen Li, Minyu Wu, Hongjin Bai, Lirong Shen, Cuiyun Wu

“…In order to explore the biosynthesis molecular mechanism of oil accumulation and fatty acid (FA) synthesis in walnut, the samples at different development periods of three walnut cultivars, ‘Zhipi’ (ZP), ‘Xinwu 417’ (W417) and ‘Xinwen 81’ (W81) were collected for transcriptomic analysis. …”
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DORA: Dionaea Observation and Data Collection Analysis for Real-Time Cyberattack Surveillance and Threat Intelligence by Hartinah Hartinah, Andi Syarwani, Ardiansyah Ardiansyah, Irfan Syamsuddin

“…The findings demonstrate that honeypots are not only effective attack detection tools, but also significant sources of intelligence for understanding cyber threat methods and adversary behaviours.Conclusion: This study proposes DORA (Dionaea Observation and Data Collection Analysis), an integrated system that enhances the existing Dionaea honeypot by combining its data with external analysis services like VirusTotal. …”
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The Relationship Between Financial Development and the Composite Stock Price Index in Emerging Market Countries: A Panel Data Evidence by Ariodillah Hidayat, Liliana, Harunurrasyid, Xenaneira Shodrokova

“…Panel data regression analysis using the random effects model was performed to analyze data. …”
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Hydrologic performance assessment of low impact development facilities based on monitoring data and SWMM modeling in an urban catchment in Taiwan by Yu-Jia Chiu, Lo-Chen Chang, Yu-Te Lin, Ying-Tien Lin, Chen-Wuing Liu, Jin-Jing Lee

“…Simulations performed using the Storm Water Management Model (SWMM) calibrated using field data collected in 2021–2024 demonstrated that these LID facilities reduced runoff volume by as much as 88%, with peak flow reductions reaching 90%. …”
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Development of ann-based data-driven ground motion model for Azerbaijan using temporal earthquake records of 2022–2024 by T. Babayev, G. Babayev, S. Irawan, E. Bayramov

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Clustering analysis of vehicle traveling and parking behavior based on license plate recognition data: Suzhou case by Kexin Wang, Xiang Wang, Xiangxi Liu, Yutong Wang

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Leveraging Synthetic Data to Develop a Machine Learning Model for Voiding Flow Rate Prediction From Audio Signals by Marcos Lazaro Alvarez, Alfonso Bahillo, Laura Arjona, Diogo Marcelo Nogueira, Elsa Ferreira Gomes, Alipio M. Jorge

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Development of the automated system for assessing radiation risks to the population of the Russian Federation based on the data of radiation-hygienic certification of territories by R. R. Akhmatdinov, A. M. Biblin, L. V. Repin

“…Therefore, the purpose of the performed work was to develop specialized software designed to assess the indicators of radiation risk to the population of the Russian Federation according to the data of the radiation-hygienic certification system of territories. …”
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The Construction and Application of a Clinical Decision Support System for Cardiovascular Diseases: Multimodal Data-Driven Development and Validation Study by Shumei Miao, Pei Ji, Yongqian Zhu, Haoyu Meng, Mang Jing, Rongrong Sheng, Xiaoliang Zhang, Hailong Ding, Jianjun Guo, Wen Gao, Guanyu Yang, Yun Liu

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Specifics of using video analysis technologies and facial recognition software in criminal analysis by M. V. Mordvyntsev, D. V. Pashniev, V. S. Nakonechnyi

“…The article proposes measures to improve technical support, create legislative mechanisms and ethical standards for the use of data. In particular, the author emphasises the importance of training employees, developing a personal data protection policy and implementing transparent procedures for monitoring the effectiveness of technologies. …”
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The spatio-temporal characteristics and influencing factors of sustainable development in China’s provincial areas by Zhang Qinnan, Tao Chunhai, Xin Yun

“…Additionally, the spatial evolution characteristics of each region’s sustainable economic development and spatial pattern are investigated through exploratory spatial data analysis and GIS spatial analysis techniques. …”
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Absorptive capacity development in some firms in Brazil: an organizational perspective* by André Luiz da Silva Teixeira, Márcia Siqueira Rapini, Thiago Caliari

“…Abstract This article analyzes how some firms that interacted with universities in Brazil combine different organizational processes and characteristics to develop their Absorptive Capacities (ACAPs). For that, the techniques of Categorical Principal Component Analysis (CatPCA) and Qualitative Comparative Analysis (QCA) are used to analyze data from a survey specific to this objective. …”
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Insights into gender-equity in healthcare accessibility in northern Nigeria: descriptive and predictive approaches by Chika Yinka-Banjo, Olasupo Ajayi, Mary Akinyemi, David Tresner-Kirsch, Adekemi Omotubora

“…Descriptive analysis (using Pearson’s and Spearman’s correlation) and predictive analysis (using CATBoost, Random Forest, and Support Vector Machine) were done on the data. …”
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On the use of observational data in studying biodiversity-productivity relationships in forests by Xiuli Chu, Hua Yang, Yong Jiang, Rongzhou Man

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A software pipeline for systematizing machine learning of speech data by Jimuel Celeste, Mashrura Tasnim, Amable J. Valdés Cuervo, Enrique A. de la Cal, Eleni Stroulia

“…In the area of speech analysis, and more specifically speech of individuals with mental health and neurocognitive conditions, a number of such data sets exist and are the subject of organized “challenge tasks”. …”
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THE PREDICTION OF ENTERPRISES ACTIVITY INDICATORS TAKING INTO ACCOUNT THE INITIAL DATA UNCERTAINTY by Yu. Gagarin, S. Gagarina

“…The mathematical method of making forecasts when the initial data uncertainty have been considered. To obtain point and interval estimates of the parameters of mathematical models that take into account errors in the values of the function and argument, the use methods of confluent analysis has been proposed. …”
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Analysis of The State of The Tourism Industry in Russia аnd The Direction of Its Development by P. G. Nikolenko, A. M. Terekhov

“…The purpose of the work is to assess the state of the tourism industry using statistical methods, analysis of scientific literature and identification of the main trends and promising directions of its development. …”
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Vegetable production under COVID-19 pandemic in China: An analysis based on the data of 526 households by Jie-hong ZHOU, Fei HAN, Kai LI, Yu WANG

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