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Performance Evaluation of Intrusion Detection System using Selected Features and Machine Learning Classifiers
Published 2021-06-01“…Some of the main challenges in developing an effective network-based intrusion detection system (IDS) include analyzing large network traffic volumes and realizing the decision boundaries between normal and abnormal behaviors. Deploying feature selection together with efficient classifiers in the detection system can overcome these problems. …”
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7664
A Study on the Influence Mechanism of the Oil Injection Distance on the Oil Film Distribution Characteristics of the Gear Meshing Zone
Published 2025-07-01“…This study establishes a three-dimensional numerical model for high-speed gear jet lubrication using computational fluid dynamics (CFD) and dynamic mesh technology. …”
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Echo Chambers and Homophily in the Diffusion of Risk Information on Social Media: The Case of Genetically Modified Organisms (GMOs)
Published 2025-06-01“…Drawing upon social contagion theory, we examine how endogenous and exogenous mechanisms shape users’ information-sharing behaviors. An analysis of 388,722 reposts from 2444 original GMO risk-related texts enabled the construction of a comprehensive sharing network, with computational text-mining techniques employed to detect users’ attitudes toward GMOs. …”
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Using an ordinary differential equation model to separate rest and task signals in fMRI
Published 2025-08-01“…Our findings establish the principle of the Active Cortex Model, which posits that the cortex is always active and that Rest State encompasses all processes, while certain subsets of processes get elevated to perform specific task computations. Thus, this study is an important milestone in the development of the fMRI equation - to causally link large-scale brain activity, brain structural connectivity, and behavioral variables within a single framework.…”
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Entropy generation assessment in radiative rheological nanomaterial beyond conventional approach of heat and mass fluxes
Published 2025-09-01“…An enhancement in Nusselt number holds for Dufour number and thermal relaxation time variable. An opposite behaviors for Sherwood number and concentration occurs through solutal relaxation time and reaction parameters. …”
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7669
Doping Characteristics and Band Engineering of InSe for Advanced Photodetectors: A DFT Study
Published 2025-05-01“…This study investigates the doping characteristics of InSe using first-principles calculations, focusing on the doping and adsorption behaviors of Argentum (Ag) and Bismuth (Bi) atoms in InSe and their effects on its electronic structure. …”
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How Do Stress Situations Affect Higher-Level Text Processing in L1 and L2 Readers? An Eye-Tracking Study
Published 2025-03-01“…Eye-tracking technology was adopted to record participants’ visual behaviors while reading, and ten eye-movement measurements were computed to represent the effect of different types of text processing. …”
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Re-conceptualizing trafficking-in-persons victimization using latent class analysis: Results from a community study in Cape Town, South Africa
Published 2025-01-01“…An interdisciplinary, international research team thus launched a study to estimate the prevalence of human trafficking using a computational algorithm in the Western Cape of South Africa. …”
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Adverse childhood experiences and problematic use of the internet among a child and adolescent psychiatric clinical population.
Published 2025-05-01“…The complex interplay of emotional trauma, family dynamics, peer relationships and individual behaviors regarding PUI should be addressed in CAP interventions.…”
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Drug Abuse Perception and Associated Variables among Secondary School Students in Duhok City
Published 2023-10-01“…Data were analyzed through the application of frequency, percentage, cut-off points, and Fisher Exact test. Such analyses are computed by using the SPSS, IBM program version 23. …”
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Maximizing Energy Recovery from Waste Tires Through Cement Production Optimization in Togo—A Case Study
Published 2025-06-01“…Future research should prioritize identifying critical aging points, investigating self-rejuvenating behaviors, and quantifying long-term environmental implications. …”
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Acceptance of telehealth in the Kingdom of Saudi Arabia: an application of the UTAUT model
Published 2025-12-01“…User acceptance of telehealth was influenced by their perception of its benefits, ease of use, social pressure, and the availability of facilitating logistics such as a computer and the internet.…”
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The Prevalence of Malaria among Children in Ethiopia: A Systematic Review and Meta-Analysis
Published 2021-01-01“…Using the STATA 14 software, the pooled Meta logistic regression was computed to present the pooled prevalence with a 95% confidence interval (CI). …”
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Artificial Intelligence as Assessment Tool in Occupational Therapy: A Scoping Review
Published 2025-04-01“…Additionally, advancements in human–computer interaction (HCI) enable more intuitive and adaptive AI-driven assessment tools, improving user engagement and accessibility in OT. …”
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Improved YOLOv8-Based Method for the Carapace Keypoint Detection and Size Measurement of Chinese Mitten Crabs
Published 2025-03-01“…Our study proposes an automated carapace dimension-measuring method integrating enhanced computer vision techniques to address the above challenges. …”
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Research on the Self-Organized Criticality and Fracture Predictability of Sandstone via Real-Time CT Scanning and AE Monitoring
Published 2025-05-01“…To address the critical challenge of predicting fracture behaviors in heterogeneous geological media, this study pioneers the integration of real-time computed tomography (CT) scanning and acoustic emission (AE) monitoring to investigate self-organized criticality and fracture predictability in Cretaceous sandstone under uniaxial compression. …”
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Effects of boxing interventions on physical fitness and health-related quality of life in older people with Parkinson’s disease: a systematic review with meta-analysis
Published 2025-06-01“…A random-effects model was employed, and Hedge’s g effect sizes (ES) were computed. The GRADE, RoB 2, ROBIN-1, TESTEX, and PRISMA tools evaluated the methodological quality and certainty of evidence. …”
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