Network Intrusion Detection and Prevention System Using Hybrid Machine Learning with Supervised Ensemble Stacking Model by Godfrey A. Mills, Daniel K. Acquah, Robert A. Sowah

“…In this paper, we present a hybrid intrusion detection system that combines supervised and unsupervised learning models through an ensemble stacking model to increase the detection accuracy rates of attacks in networks while minimising false alarms. Three machine learning algorithms comprising a multilayer perceptron neural network, a modified self-organizing map, and a decision tree were used for the detection framework. …”
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Marine Macroalgae Display Bioreductant Efficacy for Fabricating Metallic Nanoparticles: Intra/Extracellular Mechanism and Potential Biomedical Applications by Sabiha Mahmood Ansari, Quaiser Saquib, Valeria De Matteis, Hend Awad Alwathnani, Sulaiman Ali Alharbi, Abdulaziz Ali Al-Khedhairy

“…The application of hazardous chemicals during nanoparticle (NP) synthesis has raised alarming concerns pertaining to their biocompatibility and equally to the environmental harmlessness. …”
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Using the Circular Economy to Mitigate the Global Electronic Waste Challenge: A Systematic Literature Review Approach by Mfowabo Maphosa, Vusumuzi Maphosa

“… The global electronic waste (e-waste) output is increasing at an alarming pace, albeit with limited management practices, resulting in the release of toxic anthropogenic elements that threaten the environment and public health. …”
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Detection of Pathogenic Serogroups and Virulence Genes in Listeria monocytogenes Strains Isolated from Beef and Beef Products Retailed in Gauteng Province, South Africa, Using Phen... by James Gana, Nomakorinte Gcebe, Rebone Moerane, Yusuf B. Ngoshe, Khomotso Moabelo, Abiodun A. Adesiyun

“…It is crucial to have detected that the region (p=0.036), type of product (p=0.032), and temperature at storage (p=0.011) significantly affected the occurrence of L. monocytogenes in beef products. It is alarming that pathogenic serogroups 4b-4d-4e (51.4%) and 1/2a-3a (43.2%) were detected among the isolates of L. monocytogenes. …”
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Mosquito‐derived ingested DNA as a tool for monitoring terrestrial vertebrates within a peri‐urban environment by Christine Chivas, Adam Stow, Andrew Harford, Thomas J. Mooney, David Loewensteiner, Kate Montgomery, Anthony Chariton

“…Abstract Global biodiversity is declining at an alarming rate. Consequently, there is a pivotal need to determine the occurrences and distributions of threatened species. …”
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The Territory as a Victim: Geological Assessment to Analyzing the Impact of Colombia’s Armed Conflict on Geo-Bio Megadiversity at the Sierra Nevada de Santa Marta by Juan Fernando Zapata-Herrera, Catalina González-Tejada, Sergio A. Restrepo-Moreno, María Isabel Marín-Cerón

“…Despite its natural splendors and magnificence, SNSM’s ecosystems have been significantly shaped by the enduring Colombian armed conflict (1964- latent today), leading to alarming environmental degradation that affects both geological and biological diversity, and hence the local communities inhabiting the territory. …”
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The youth mental health crisis: analysis and solutions by Patrick McGorry, Patrick McGorry, Hasini Gunasiri, Hasini Gunasiri, Cristina Mei, Cristina Mei, Simon Rice, Simon Rice, Caroline X. Gao, Caroline X. Gao

“…Over the past two decades, mental ill health has surged to alarming levels, with evidence confirming that the increase is not just due to better awareness or diagnosis but reflects a genuine public health crisis.Study design/methodWe explore the evolving landscape of youth mental health and its contributing factors, including family dynamics, educational pressures, climate change, social media, and socio-economic challenges, potentially linked to neoliberal policies. …”
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Polymorphisms in Adipokines in Mexican Children with Obesity by Angélica Saraí Jiménez-Osorio, Alma Olivia Aguilar-Lucio, Helios Cárdenas-Hernández, Claudette Musalem-Younes, Jacqueline Solares-Tlapechco, Paula Costa-Urrutia, Oscar Medina-Contreras, Julio Granados, Martha Eunice Rodríguez-Arellano

“…The high prevalence of childhood obesity in Mexico is alarming in the health-science field. We propose to investigate the contribution of adipokines and cytokines polymorphisms and common BMI/obesity-associated loci, revealed in genome-wide association studies in Caucasian adult cohorts, with childhood obesity. …”
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First Detection and Genomic Characterization of Linezolid-Resistant <i>Enterococcus faecalis</i> Clinical Isolates in Bulgaria by Tanya V. Strateva, Preslava Hristova, Temenuga J. Stoeva, Hristina Hitkova, Slavil Peykov

“…Although the global incidence of linezolid-resistant enterococci is still low, their emergence is alarming and poses a growing clinical threat to public health.…”
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Standardization of breeding and rearing of the endangered Indian catfish Clarias magur (Hamilton, 1822) for juvenile production by Kamal Sarma, Bavithra R., Jaspreet Singh, S.K. Ahirwal, Ujjwal Kumar, Tarkeshwar Kumar, Maneesh Kumar Dubey

“…In recent times, more attention has been given to this species due to the alarmingly decreasing availability in natural water bodies. …”
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Burdens of Tracheal, Bronchus, and Lung Cancer From 1990 to 2021 in China Compared to the Global Projection of 2036: Findings From the 2021 Global Burden of Disease Study by Yuxing Chen, Qingpeng Zeng, Muyu Li, Jiahui Jin, Jun Zhao

“…The female population showed alarming increases in age‐standardized incidence rate (ASIR) and age‐standardized prevalence rate (ASPR). …”
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A cognitive model of perceptual anomalies: The role of source monitoring, top-down influence and inhibitory processes for hallucinations in schizophrenia spectrum disorders and hal... by Adrianna Aleksandrowicz, Joachim Kowalski, Steffen Moritz, Izabela Stefaniak, Łukasz Gawęda

“…No significant group differences were found for false alarms in the Go/No-Go Task. However, there was a significant relationship between perceptual anomalies and all the cognitive processes as well as self-disturbances and functioning in the entire sample. …”
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Economic Evaluation of a Novel Lung Cancer Diagnostic in a Population of Patients with a Positive Low-Dose Computed Tomography Result by Michael J. Morris, Sheila A. Habib, Maggie L. Do Valle, John E. Schneider

“…Although advances in diagnostic technologies have significantly enhanced the ability to identify lung cancer in earlier stages, there are still limitations. The alarming rate of false positives has resulted in unnecessary utilization of medical resources and increased risk of adverse events from invasive procedures. …”
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Mapping neonatal vulnerability using the Small Vulnerable Newborn (SVN) framework—secondary analysis of PRISMA Pakistan studyResearch in context by Hajra Malik, Nida Yazdani, Sameeta Kumari, Sheikh Asad Jamal, Muhammad Kashif, Azqa Mazhar, Zahra Hoodbhoy

“…Interpretation: This study adds to the growing body of evidence on Pakistan's alarming burden of SVN, with every second newborn at risk. …”
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Trends in Survival for Adult Organ Transplantation by Grant Patrick, BS, Brian Hickner, MD, Karthik Goli, BS, Liam D. Ferreira, MBA, John Goss, MD, Abbas Rana, MD

“…Continued advancements in allocation policy, immunosuppression, and improved care of patients on the waitlist may contribute to further progress in outcomes of all organs, but the increasing discrepancy in supply and demand of donor kidneys is alarming and has impeded the progress of kidney intent-to-treat survival.…”
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Knowledge, Attitude, Awareness, and Practice Regarding Demodex Mites Among the Thai Population by Paichitrojjana A, Paichitrojjana A

“…Although their attitudes toward these mites are fairy positive, their awareness remains alarmingly low. Nevertheless, they do engage in practices related to personal hygiene. …”
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Utilizing physical educators to monitor muscular strength and neuromuscular control among children with varied recess time by G. Kate Webb, Yan Zhang, Deborah J. Rhea

“…IntroductionInactivity levels among children are climbing at alarming rates, leading to a lack of physical activities that produce muscular strength (MusS) development, which in turn creates effective neuromuscular control (NC) development. …”
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Diplomatic activities of M.M. Litvinov in the USA during the Great Patriotic War (1941–1943) by A. A. Vershinin, P. A. Tupikin

“…Litvinov, appointed ambassador of the USSR to the United States at the most alarming and dangerous moment of the Great Patriotic War, deserves particular attention. …”
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Examining antibiotic use in Kenya: farmers’ knowledge and practices in addressing antibiotic resistance by Harrison Rware, Kansiime K. Monica, Mugambi Idah, Makale Fernadis, Ikiror Davis, Wako Buke, Danielsen Solveig, Karanja Daniel, Chacha Duncan, Byskov Morten, Hyams Keith

“…However, there is global concerns surrounding the improper handling and administration of antibiotics, which has led to an alarming rise in antimicrobial resistance (AMR). Kenya is currently listed as an AMR hotspot. …”
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Antimicrobial Susceptibility Patterns of Shigella Species among Children under Five Years of Age with Diarrhea in Selected Health Centers, Addis Ababa, Ethiopia by Basha Ayele, Zeleke Mekonnen, Tesfaye Sisay Tessema, Etsehiwot Adamu, Estifanos Tsige, Getenet Beyene

“…The high levels of antibiotic resistance observed among the commonly prescribed antibiotics are alarming. The emerging resistance to ciprofloxacin and nalidixic acid signals a severe public health threat in the management of shigellosis. …”
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