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Interpretable scientific discovery with symbolic regression: a review
منشور في 2024"…We have also grouped state-of-the-art symbolic regression applications in a categorized manner in a living review.…"
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A flexible genetic algorithm-fuzzy regression approach for forecasting: The case of bitumen consumption
منشور في 2019"…Moreover, the fuzzy regression (FR) model is used for estimation. Analysis of variance (ANOVA) is used for selecting among GA, FR or conventional regression (CR). …"
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Data-driven discovery of Tsallis-like distribution using symbolic regression in high-energy physics
منشور في 2024"…We introduce a groundbreaking application of SR on actual experimental data with an unknown underlying model, representing a significant departure from previous applications, which are primarily limited to simulated data. …"
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Estimating hydrogen absorption energy on different metal hydrides using Gaussian process regression approach
منشور في 2022"…<p dir="ltr">Hydrogen is a promising alternative energy source due to its significantly high energy density. Also, hydrogen can be transformed into electricity in energy systems such as fuel cells. …"
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Internet Searches for Medical Symptoms Before Seeking Information on 12-Step Addiction Treatment Programs: A Web-Search Log Analysis
منشور في 2019"…Specifically, symptom queries were first determined to be significantly predictive of subsequent 12-step queries if the probability of querying a medical symptom by those who later sought information about the 12-step program exceeded the probability of that same query being made by a comparison group of all other Bing users in the United States. …"
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The effect of microbiome-modulating therapeutics on glucose homeostasis in metabolic syndrome: A systematic review, meta-analysis, and meta-regression of clinical trials
منشور في 2024"…We pooled data using random effects meta-analyses, reporting them as mean differences (MDs) with 95 % confidence intervals (CIs), and conducting univariate linear model meta-regressions. </p><h3>Results</h3><p dir="ltr">Data from 21 trial comparisons across 19 studies (n = 911) revealed that, compared to placebo/control, microbiome-modulating therapies were associated with statistically significant changes in fasting <u>plasma glucose</u> (MD: 4.03 mg/dL [95%CI: 6.93; −1.13]; p<sub>effect</sub> = 0.006, I<sup>2</sup> = 89.8 %), and fasting insulin (MD: 2.56 μU/mL [95%CI: 4.28; −0.84]; p<sub>effect</sub> = 0.004, I<sup>2</sup> = 87.9 %), but not insulin resistance or sensitivity indices and <u>HbA1c</u>. …"
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Morphological changes in amblyopic eyes in choriocapillaris and Sattler’s layer in comparison to healthy eyes, and in retinal nerve fiber layer in comparison to fellow eyes through...
منشور في 2021"…Results The method of measuring reflectivity is good to excellent reliability for all regions of interest except the fourth. The mean reflectivity of the choriocapillaris and Sattler’s layer in amblyopic eyes were significantly lower than in healthy eyes (p = 0.003 and p = 0.008 respectively). …"
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Assessment and Performance Analysis of Machine Learning Techniques for Gas Sensing E-nose Systems
منشور في 2021احصل على النص الكامل
doctoralThesis -
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The Role of Leader-Member Exchange (LMX) and Team Collaboration on Knowledge Sharing and Knowledge Application
منشور في 2023"…Using data collected from 202 respondents (a sample from the targeted population) and analyzing that data by using Generalized Regression Model and Person’s Correlation Tests, the study found that Team Collaboration positively relates with Knowledge Sharing and Knowledge Application. …"
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masterThesis -
12
Classification of Cognitive Workload Levels under Vague Visual Stimulation
منشور في 2016احصل على النص الكامل
doctoralThesis -
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Use of smartphone and perception towards the usefulness and practicality of its medical applications among healthcare workers in Saudi Arabia
منشور في 2019"…Logestic regression models were applied to identify the predictors of smartphone use and installation of health-related applications for use in healthcare facilities. …"
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Learning-Based Automatic Modulation Classification
منشور في 2015احصل على النص الكامل
doctoralThesis -
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Hyper-Hypo study: A Retrospective Observational Study of Neonatal Hypoglycemia Related to Maternal Hypertension
منشور في 2023"…On the other hand, neonates of hypertensive mothers administered with methyldopa showed a significant decrease of initial blood glucose reading.…"
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Using Data Mining and Text Mining Techniques in Predicting the Price of Real Estate Properties in Dubai
منشور في 2014"…It is found that the results of linear regression prediction have been improved significantly after adding text mining to the experiments. …"
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A novel hybrid methodology for fault diagnosis of wind energy conversion systems
منشور في 2023"…Feature selection pre-processing is an important step to increase the accuracy of the classification algorithm and decrease the dimensionality of a dataset. …"
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Rescue cerclage
منشور في 2006"…Advanced dilation of 3 cm and/or prolapsed membranes (n = 18) did not decrease the likelihood of reaching 28 weeks. Mean gestational age at delivery for this subset of patients was 30.7 ± 7.2 weeks. …"
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article