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USING EMBEDDED MACHINE LEARNING IN THE PHYSICAL WORLD TO DETECT TOXICITY IN SPOKEN LANGUAGE
Published 2023“…In our study, quantization demonstrated a significant reduction in model size by almost fourfold and a 3.3-fold decrease in RAM usage. …”
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Adult appendicitis score versus Alvarado score: A comparative study in the diagnosis of acute appendicitis
Published 2023“…The correlation between Alvarado and AAS with HP was significant. AAS ≥ 16 presented sensitivity and specificity of 50 % and 75.47 %, respectively, with PPV of 97.96 % and NPV of 6.02 %, with an accuracy of 51.04 %. …”
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Factors Affecting Waterpipe Tobacco Smoking among University Students in Qatar.
Published 2021“…Participants were selected through stratified random sampling of students in the largest national university in Qatar. Data were collected anonymously using an online questionnaire. …”
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Impact of time synchronization error on the mode-shape calculation in wireless sensor networks for structural health monitoring
Published 2016“…Numerical results prove that the time synchronization error has a significant impact on the accuracy of the mode shape calculation. …”
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Privacy-Preserving Fog Aggregation of Smart Grid Data Using Dynamic Differentially-Private Data Perturbation
Published 2022“…However, billing accuracy can be degraded by using such additive noise techniques. …”
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Electrocatalytic arsenite oxidation in bicarbonate solutions combined with CO2 reduction to formate
Published 2020“…However, the application of a potential higher than the peak (E > Ep,As) leads to a significant decrease in the FE due to water oxidation. …”
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A Framework for Time-Driven Activity-Based Costing for Orthopedic Procedure
Published 2021“…Seven human resources out of eight are significant to model. Accuracy of optimized model is equal to 3%, with RMSE equal to 6. …”
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Ultrasound diagnosis of infections in pregnancy
Published 2021“…Pregnancy is a unique period in which several changes occur in the mother, to ensure that the semiallograft fetus is not rejected. …”
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An Improved Genghis Khan Optimizer based on Enhanced Solution Quality Strategy for Global Optimization and Feature Selection Problems
Published 2024“…The primary goals of feature selection are to decrease the number of dimensions and enhance classification accuracy in many domains, such as text classification, large-scale data analysis, and pattern recognition. …”
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Phase change materials for thermal energy storage applications in greenhouses: A review
Published 2022“…Greenhouses represent one of the largest energy-demanding sectors, requiring energy for indoor environment control for plant growth and crop yield. …”
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Effect of sintering temperature of NBT–6BT lead-free ceramics on the structural, ferroelectric and piezoelectric properties
Published 2022“…However, the density decreased significantly with increasing the calcination temperature above 850 °C due to the secondary phase formation. …”
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Computational Analysis for Bioconvection of Microorganisms in Prandtl Nanofluid Darcy-Forchheimer Flow across an Inclined Sheet
Published 2022“…This procedure is widely used for the solution of such problems as it is efficient and cost-effective with a fifth-order accuracy. The significance of immersed parameters on the velocity, temperature, concentration, and bioconvection is shown through figures. …”
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Towards secure private and trustworthy human-centric embedded machine learning: An emotion-aware facial recognition case study
Published 2023“…We find that input quantization partially degrades the efficacy of adversarial and backdoor attacks at the cost of a slight decrease in accuracy over clean inputs. By analyzing the explanations generated by SHAP, we identify that the decision of a FER model is largely influenced by features such as eyes, alar crease, lips, and jaws. …”
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Impact of the fear of Covid-19 infection on intent to breastfeed; a cross sectional survey of a perinatal population in Qatar
Published 2022“…Conclusions: The rates of Obsessive-compulsive symptoms were increased and the rates of intent to breastfeed were decreased when compared with pre pandemic rates. The obsessive-compulsive symptoms and the intent to not breastfeed were significantly associated with fear of infection to the new-born. …”
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Changing Trends in the Referral and Timing of Treatment for Congenital Cryptorchidism: A Single-Center Experience from Bosnia and Herzegovina.
Published 2019“…The analysis of the observed two periods (2008-2010 and 2015-2017) showed a statistically significant decrease in the mean referral age and the mean age at surgery over the last 5 years (2015-2017) (p = 0.007 and p = 0.003, respectively). …”
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A Tailored, Bundle Care Intervention Strategy to Reduce Cardiac Mortality During the Hajj: A Population-Based, Before and After Study.
Published 2019“…Cardiac mortality accounted for about 52% of all in-hospital deaths before intervention in 2009. This decreased significantly to 43.3%, 32.5%, and 19.7% in 2009, 2010, and 2011, respectively. …”
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Par-eXpress: A tool for analysis of sequencing experiments with ambiguous assignment of fragments in parallel
Published 2017“…In our experiments, we show that our approach achieves significant speedups over eXpress without decreasing its accuracy. …”
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