Reinforcement Learning With Deep Features: A Dynamic Approach for Intrusion Detection in IoT Networks by Mohamad Khayat, Ezedin Barka, Mohamed Adel Serhani, Farag Sallabi, Khaled Shuaib, Heba M. Khater

“…Then, domain-specific features related to network traffic patterns, including packet size distribution, packet count, and packet rate, were extracted. …”
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Bibliometrics Analysis and Knowledge Mapping of Fragment-Based Drug Design Research: Trends from 2015 to 2024 by He C, Zhang J, Zhang R, Liu L, Luo J, Zhang W, Fang B

“…Bibliometric analysis and knowledge mapping were conducted using the RStudio’s bibliometrix-biblioshiny package, CiteSpace, and VOSviewer software, assessing multiple dimensions such as journal co-occurrence, keyword density, institutional collaboration, and citation patterns.Results: The research output in FBDD revealed fluctuating growth, with an average annual growth rate of 1.42%. …”
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Vacation and back-to-school effect on influenza transmission among school-age children in Guangzhou, China: an ecological study from 2010 to 2023 by Di Wu, Mengmeng Ma, Yanhui Liu, Zhitao Chen, Meiqi Zhang, Dedong Wang, Pengzhe Qin, Lei Luo

“…Despite the risk of influenza increasing after returning to school, it remained lower compared with before vacations and holidays.Conclusions Due to changes in contact patterns, influenza incidence was high towards the end of term, significantly decreased during vacations and started to rise on returning to school, peaking in the third or fourth week. …”
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Association of Korean Medicine and polypharmacy with fall risk and mortality in older adults with stroke by Ye-Seul Lee, Bo-Hyoung Jang, Jin Pyeong Jeon, Han-Gyul Lee, Seungwon Kwon, Woo-Sang Jung

“…KM users with polypharmacy had a higher rate of falls but lower all-cause mortality than non-users. …”
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A Systematic Review and Meta-analysis of Most Endoparasites and Ectoparasites during Past Decade in Iraq by Karwan S. Najm Al-Marjan, Hawri H. Mohammed Jabbary, Liza J. Yousif, Fouad H. Kamil, Najat J. Ahmed

“…The aim of any reviewed data analysis is to obtain an accurate picture of a particular health problem and they are used to finding out the variation of specific health problems, diagnose patterns in existence of the problem, determine any potent reasons and risk factors, evaluate the efficacy of protection scale and care them. …”
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Reducing Plasmodium falciparum malaria transmission in Africa: a model-based evaluation of intervention strategies. by Jamie T Griffin, T Deirdre Hollingsworth, Lucy C Okell, Thomas S Churcher, Michael White, Wes Hinsley, Teun Bousema, Chris J Drakeley, Neil M Ferguson, María-Gloria Basáñez, Azra C Ghani

“…We then explored the impact on transmission of continued roll-out of LLINs, additional rounds of indoor residual spraying (IRS), mass screening and treatment (MSAT), and a future RTS,S/AS01 vaccine in six representative settings with varying transmission intensity (as summarized by the annual entomological inoculation rate, EIR: 1 setting with low, 3 with moderate, and 2 with high EIRs), vector-species combinations, and patterns of seasonality. …”
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Feasibility Demonstration of Using the Signal‐to‐Noise Ratio Observations From Geodetic GNSS Receivers to Retrieve Dry Snow Density by J. Zhang, W. Wan, H. Liang, W. Ma, B. Liu, C. Liang, Z. Guo, X. Wan

“…Abstract The geodetic Global Navigation Satellite System (GNSS) receiver has been proven to retrieve snow depth using the phase change rate of the signal‐to‐noise ratio (SNR) observations. …”
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Experimental study on the mechanical properties of freeze-thaw cycled sandstone under dynamic loading by Hanhua Xu, Sugang Sui, Junpeng Zou, Xun Bao, Weijie Tian, Shijing He, Quan Zhang

“…The dynamic mechanical properties and crack propagation patterns of sandstone under impact loading at various freeze-thaw cycles were revealed. …”
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Evolution of the Unified State Exam and its Effect on Students’ Mathematical Preparation by A. S. Kotyurgina, E. I. Fedorova, V. B. Nikolaev, Yu. B. Nikitin

“…However, due to the non-linear rating scale, it is not necessary to do these tasks, as well as some other tasks involving a detailed solution. …”
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Multiresistant Bacterial Pathogens Causing Bacterial Pneumonia and Analyses of Potential Risk Factors from Northeast Ethiopia by Tewodros Dessie, Mohabaw Jemal, Minwuyelet Maru, Moges Tiruneh

“…This study was aimed to assess the type of bacterial isolates and their antimicrobial susceptibility patterns among pneumonia suspected patients at Dessie Referral Hospital, Northeast Ethiopia. …”
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A Cross-Sectional Analysis of Oil Pulling on YouTube Shorts by Jun Yaung, Sun Ha Park, Shahed Al Khalifah

“…Future studies should explore viewer interpretation, behavioral influence, and cross-platform content patterns to better understand the impact of short-form health videos.…”
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Customer-related quality of perspective potato hybrids (Solanum tuberosum L.) by Н. С. Кожушко, М. М. Сахошко, С. І. Бердін, М. Г. Баштовий, Д. В. Смілик

“…Consumer qualities and patterns of their formation under the influence of the biochemical composition of tubers were studied. …”
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Nanostructured titanium dioxide-based photocatalysts for self-cleaning concrete: аssessment of effects of phase composition on photocatalytic activity of TiO2 by Artemy S. Balykov, Denis B. Chugunov, Vladimir M. Kyashkin, Natalia S. Davydova

“…Heterostructures made it possible to improve the spatial separation of charge carriers and to reduce the recombination rate of photogenerated electron-hole pairs. Conclusion. …”
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Prevalence and association between eating disorders, depression, and obesity among Palestinian adolescent refugees by Basma Damiri, Ahmad Hanani

“…The interviews included the Birleson Depression Self-Rating Scale and the Eating Attitudes Test-26 (EAT-26), a screening tool used to detect individuals at risk for disordered eating behaviors but who are not diagnosed with specific eating disorders. …”
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Epidemiological intricacies of respiratory pathogens: a single-center study on infection dynamics in Beijing, 2023–2024 by Wang Jie, Huo Wenyan, Liu Chang, Feng Jinghong, Li Wenyi, Li Shanshan, Su Ming

“…Epidemiological data were systematically collected and analyzed.ResultsSARS-CoV-2 positivity rate maintained above 3% throughout the observation period. …”
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Photoplethysmography-based HRV analysis and machine learning for real-time stress quantification in mental health applications by Ying-Ying Tsai, Yu-Jie Chen, Yen-Feng Lin, Fan-Chi Hsiao, Ching-Han Hsu, Lun-De Liao

“…Furthermore, machine learning models can integrate temporal patterns in HRV data to achieve nuanced stress level assessment. …”
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Changes in abortion access after implementation of Medicaid coverage in Illinois: a retrospective analysis by Terri-Ann Thompson, Carmela Zuniga, Danielle Young, Valeria Hernandez, Debra Stulberg, Lee Hasselbacher, Ashley McHugh, Hanz Dismer

“…Compared with non-Medicaid patients, Medicaid patients experienced a significant decrease in average gestational age at the time of abortion post-HB-40 (incidence rate ratio (IRR)=0.93, 95% CI 0.91 to 0.95, p<0.001). …”
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Study on the mechanical properties of stratified rock mass based on 3D printing technology and FDEM algorithm by Yongchao Tian, Kaifang Ren, Fan He, Yong Liu, Penghai Deng, Jiaqi Guo, Feiyue Sun, Xin Huang, Jun Zhang

“…Secondly, the strength characteristics and crack propagation patterns of stratified rock mass are examined by conducting compression tests on specimens with precast crack and numerical simulation tests as the dip angle of bedding plane varies. …”
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Removal of As(V) and Cr(VI) using quinoxaline chitosan schiff base: synthesis, characterization and adsorption mechanism by Huda E. Abdelwahab, Mohammed Elhag, Mohamed M. El Sadek

“…The UV–VIS spectra showed a shift in the wavelength area of the modified polymer, indicating the reaction occurrence, besides the variation of the shape and intensity of the peaks. The XRD patterns showed the incensement of the amorphous characteristic. …”
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ENHANCEMENT OF SENSOR PANEL TACTILE TOUCH INTERFACE by Oleksandr Karpin, Zinovii Liubun, Vasyl Mandziy, Oleh Tereshchuk, Nestor Hotsiy

“…The neural network is designed to learn the patterns and characteristics of the signals, allowing it to accurately classify new, unseen signals. …”
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