Malware-SeqGuard: An Approach Utilizing LSTM and GRU for Effective Detection of Evolving Malware in Android Environments by Muhammad Usama Tanveer, Kashif Munir, Abdulatif Alabdulatif, Anas R. Najdawi, Rutvij H. Jhaveri

“…By addressing the limitations of traditional methods, our proposed model represents a significant advancement in safeguarding Android systems from the ever-growing range of malware threats.…”
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Exploring the intersection of socioeconomic and environmental changes and their impact on India's lentic water systems by Pooja Singh, Tanya Nema, Basant Yadav, Abhay Raj, Ilhan Özgen-Xian

“…Climate change poses significant threats to lentic water bodies (LWBs) by altering precipitation patterns, raising temperatures, and intensifying extreme weather events. …”
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Analysis of Future Drought Risk and Wheat Meteorological Disaster in Ningxia (Northwest China) Based on CMIP6 and SPEI by Xinlong Li, Junli Tan, Xina Wang, Qian Shang, Hao Li, Xuefang Li

“…Therefore, research on spatial and temporal variability of dry and hot wind events and drought risk under different development patterns of future climate can provide a reference for wheat cultivation planning in the study area. …”
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Distinct Virulence Mechanisms of Burkholderia gladioli in Onion Foliar and Bulb Scale Tissues by Sujan Paudel, Yaritza Franco, Mei Zhao, Bhabesh Dutta, Brian H. Kvitko

“…Our results suggest that the quorum sensing tofIMR system in Bga regulates toxoflavin, T2SS, and T3SS, contributing to onion symptom production. We show that different virulence factors contribute to onion tissue-specific virulence patterns in Bga and that decreases in scale symptoms often do not result in decreased Bga populations in onion tissue. …”
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Physical Model Research on the Impact of Bridge Piers on River Flow in Parallel Bridge Construction Projects by Yu Zhang, Bo Chen, Shuo Wang, Xin Zhang

“…In response to the growing demand for improved operational efficiency in road and bridge networks, constructing parallel bridges in complex river sections has become a crucial strategy. …”
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MicroRNA-1303 in cancer pathogenesis and therapy: clinical implications for biomarker development and targeted treatment strategies by Lingzi Zheng, Ling Hu, Bita Badehnoosh

“…In this review, we provide a comprehensive overview of miRNA-1303, emphasizing its dysregulation in different cancer types such as colorectal, breast, prostate, and lung cancers. …”
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Investigating the Effects of Microclimate on Arboviral Kinetics in <i>Aedes aegypti</i> by Erik A. Turner, Samantha D. Clark, Víctor Hugo Peña-García, Rebecca C. Christofferson

“…While there were differences in vector infection kinetics that were not statistically significant, we developed a simple stochastic SEIR-SEI model to determine if the observed differences might translate to notable differences in simulated outbreaks. …”
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Droughts and floods in a changing climate and implications for multi-hazard urban planning: A review by Maria Pizzorni, Alberto Innocenti, Nicola Tollin

“…Additionally, the review identifies commonalities between the two hazards, such as shared causes, cascading effects, mutually negative impacts, potential for joint management strategies, commonly affected sectors, geographical distribution patterns, frequently cited case studies, a growing focus on urban areas, and crucial knowledge gaps that require further investigation. …”
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Stress and lıfestyle habıts among local and ınternatıonal medıcal students: a cross-sectıonal survey by Dariyana Kulmirzayeva

“…The results show significant differences in sleep patterns, stress levels, and lifestyle habits between the groups. …”
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Principal component analysis of the cytokine and chemokine response to human traumatic brain injury. by Adel Helmy, Chrystalina A Antoniades, Mathew R Guilfoyle, Keri L H Carpenter, Peter J Hutchinson

“…Here we present a cytokine and chemokine dataset from human brain following human traumatic brain injury and use principal component analysis and partial least squares discriminant analysis to demonstrate the pattern of production following TBI, distinct phases of the humoral inflammatory response and the differing patterns of response in brain and in peripheral blood. …”
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Cell division site placement and asymmetric growth in mycobacteria. by Graham Joyce, Kerstin J Williams, Matthew Robb, Elke Noens, Barbara Tizzano, Vahid Shahrezaei, Brian D Robertson

“…Previous work using static microscopy on dividing mycobacteria led to the hypothesis that these cells can grow and divide asymmetrically, and at a wide range of sizes, in contrast to the cell growth and division patterns observed in the model rod-shaped organisms. …”
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Health-related regional and neighborhood correlates of sexual minority concentration: A systematic review. by Joseph G L Lee, Thomas Wimark, Kasim S Ortiz, Kerry B Sewell

“…<h4>Background</h4>A growing literature explores spatial patterns of regional and neighborhood correlates of sexual minority (e.g., lesbian, gay, bisexual) concentration. …”
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Unveiling the drivers contributing to global wheat yield shocks through quantile regression by Srishti Vishwakarma, Xin Zhang, Vyacheslav Lyubchich

“…Here, we study the spatiotemporal patterns of wheat yield shocks, quantified by the lower quantiles of yield fluctuations, in 86 countries over 30 years. …”
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Temporal and geographical dynamics of early-onset Parkinson’s disease burden: insights from the Global Burden of Disease Study 2021 by Yong Li, Dianhui Tan, Cheng Luo, Junchen Chen

“…Sociodemographic measures were used to analyze patterns and differences. Statistical methods, including joinpoint regression and decomposition analysis, were employed to identify temporal patterns and factors influencing variations in EOPD burden over time.ResultsThe global incidence of EOPD saw a significant increase between 2000 and 2009, with an average annual percentage change (AAPC) of 4.3%, continuing at a slower rate (AAPC 1.6%) from 2010 to 2021. …”
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Scientific substantiation of agrotechnical methods of cultivation of onions on sandy soils by Z. K. Rabdanova, D. S. Magomedova, S. A. Kurbanov

“…In the conditions of the flat zone of the Republic of Dagestan, in the conditions of the Makhachkala Educational and Experimental Farm OJSC (Open Joint Stock Company), in 2020, a model experiment launched with the Terek-Kuma sands for growing onions at different crop densities, with different layouts of drip lines and droppers and with the use foliar fertilizing with organomineral fertilizer Biostim universal during the growing season. …”
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Hybrid Machine Learning Model for Efficient Botnet Attack Detection in IoT Environment by Mudasir Ali, Mobeen Shahroz, Muhammad Faheem Mushtaq, Sultan Alfarhood, Mejdl Safran, Imran Ashraf

“…Cyber attacks are growing with the rapid development and wide use of internet technology. …”
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The Global Burden of Multidrug-Resistant Bacteria by Andrea Marino, Antonino Maniaci, Mario Lentini, Salvatore Ronsivalle, Giuseppe Nunnari, Salvatore Cocuzza, Federica Maria Parisi, Bruno Cacopardo, Salvatore Lavalle, Luigi La Via

“…We evaluate the effectiveness of various antimicrobial stewardship programs, documenting success rates and implementation challenges across different healthcare settings. <b>Conclusions:</b> The analysis concludes with evidence-based recommendations for policy reforms, research priorities, and international collaboration frameworks necessary to address this growing global health crisis. …”
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Multi-modal remote sensory learning for multi-objects over autonomous devices by Aysha Naseer, Naif Almudawi, Hanan Aljuaid, Abdulwahab Alazeb, Yahay AlQahtani, Asaad Algarni, Ahmad Jalal, Ahmad Jalal, Hui Liu, Hui Liu, Hui Liu

“…In many computer vision applications, scene recognition in aerial-based remote sensing imagery presents a common issue.MethodHowever, several challenging elements make this work especially difficult: (i) Different objects have different pixel densities; (ii) objects are not evenly distributed in remote sensing images; (iii) objects can appear differently depending on viewing angle and lighting conditions; and (iv) there are fluctuations in the number of objects, even the same type, in remote sensing images. …”
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Using Pleiades Satellite Imagery to Monitor Multi-Annual Coastal Dune Morphological Changes by Olivier Burvingt, Bruno Castelle, Vincent Marieu, Bertrand Lubac, Alexandre Nicolae Lerma, Nicolas Robin

“…Strong erosion and accretion patterns over spatial scales ranging from hundreds of meters (e.g., blowouts) to tens of kilometers (e.g., dune retreat) were captured well, and allowed to quantify changes with reasonable errors (30%). …”
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Prevalence and Diversity of Plant Parasitic Nematodes in Irish Peatlands by Anusha Pulavarty, Tilman Klappauf, Ankit Singh, Patricia Molero Molina, Anique Godjo, Bastiaan Molleman, Douglas McMillan, Thomais Kakouli-Duarte

“…The extracted DNA was also used for randomly amplified polymorphic DNA (RAPD) fingerprinting analysis to determine banding patterns that could classify different bog habitats based on PPN random primers. …”
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