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Association of single nucleotide polymorphisms with dyslipidemia and risk of metabolic disorders in the State of Qatar
منشور في 2023"…In males, three SNPs were found to be significant, the rs11172113 in over-dominant model, the rs646776 in recessive and over-dominant models, and the rs1111875 in dominant model. …"
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122
An efficient second order ImEx scheme for the shallow water model in low Froude regime
منشور في 2024"…This paper presents the development and analysis of a second order numerical method tailored for shallow water flows in regimes characterized by low Froude numbers. The focus is on modeling oceanic and coastal dynamics across different scales, with particular attention on the variation of the Froude number from 1 near the shoreline to significantly lower values offshore. …"
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123
Particle size impact on pyrolysis of multi-biomass: a solid-state reaction modeling study
منشور في 2023"…Thermogravimetric analysis of four different sizes of DS, SCG, and CM (range 1 mm to 125 μm) and a mixed sample (for each feed) was conducted at a heating rate of 10K/min from room temperature to 1173.15 K at inert conditions and employed model-based Coats–Redfern equations to understand the kinetic and thermodynamic parameters of the pyrolysis process. …"
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124
SoccerNet: A Gated Recurrent Unit-based model to predict soccer match winners
منشور في 2023"…Then we analyzed players’ performance at different positions on the field at different stages of the match. …"
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125
Data-driven robust model predictive control for greenhouse temperature control and energy utilisation assessment
منشور في 2023"…First, an analytical model based on mass and energy balance and a data-driven model based on an artificial neural network is developed, and their prediction performance is compared. …"
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126
Porphyrin distribution after topical aminolevulinic acid in a novel porcine model of sebaceous skin
منشور في 2009"…We studied porphyrin accumulation after topical application of ALA in vivo, and also describe the porcine ear as a new animal model to study adnexal glands. Study Design/Materials and Methods The microanatomy of anterior ear skin of swine was measured. …"
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128
Analysis of Partial Discharges in Oil-Impregnated Transformer Paper Insulation and PET-G Insulation
منشور في 2025"…The peak electric field (EF) and aggregate energy in the FEA model are used in conjunction with laboratory measurements of the apparent discharge magnitude, for detailed analysis of Polyethylene Terephthalate Glycol (PET-G)-based cylindrical voids with different heights. …"
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129
Comparative Study of Deep Learning Models for Unimodal & Multimodal Disaster Data for Effective Disaster Management
منشور في 2021"…An extensive comparison between unimodal text-only, unimodal image-only and multimodal deep learning models across three different representative disaster datasets (CrisisMMD, CrisisNLP, and CrisisLex26) was done. …"
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130
Simulating the thermal behavior of buildings using artificial neural networks-based coarse-grain modeling
منشور في 2004"…The main advantages of the approach compared to conventional simulation methods are (1) simplified model construction for the end-user; (2) simplified model reconfiguration; (3) significantly faster simulation runs (orders of magnitude faster for two- and three-dimensional models); and (4) potentially more accurate results. …"
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132
Mathematical Model-Based Optimization of Continuous Flow Photobioreactor Operating at Steady State Using MATLAB Optimization Function
منشور في 2024"…The <i>fmincon</i> optimization results agree well with the literature that used different optimization methods. The model-based optimization predicts the best performance of PBR without conducting experiments. …"
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133
An ensemble-based machine learning model for predicting type 2 diabetes and its effect on bone health
منشور في 2024"…We observed that bone area, bone mineral content, and bone mineral density were slightly lower in the Diabetes group across almost all body parts, but the difference against the control group was not statistically significant except in T12, troch and trunk area. …"
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134
Machine learning and discriminant function analysis in the formulation of generic models for sex prediction using patella measurements
منشور في 2022"…In conclusion, the models proposed in this study from measurements of the patella of different population groups in South Africa are useful resent with reasonably high average accuracies.…"
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Ensemble-Guard IoT: A Lightweight Ensemble Model for Real-Time Attack Detection on Imbalanced Dataset
منشور في 2024"…Ensemble learning by combining multiple machine learning models offers a significant advantage in reducing computational costs compared to deep learning models, making it a practical solution for real-time applications. …"
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138
MCDFN: supply chain demand forecasting via an explainable multi-channel data fusion network model
منشور في 2025"…Theil’s U statistic of 0.1181 ( <i>U</i><1 <i>U</i> < 1 ) of MCDFN indicates its superiority over the naive forecasting approach, and a 10-fold cross-validated statistical paired t-test with a <i>p</i>-value of 5% indicated no significant difference between MCDFN’s predictions and actual values. …"
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139
THz-Enabled UAV Communications Under Pointing Errors: Tractable Statistical Channel Modeling and Security Analysis
منشور في 2025"…Thus, developing accurate radio channel models that address these challenges is critical to ensure reliable communication. …"
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140
PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks
منشور في 2022"…<h3>Background</h3><p dir="ltr">Early identification of pregnant women at risk for preterm birth (PTB), a major cause of infant mortality and morbidity, has a significant potential to improve prenatal care. However, we lack effective predictive models which can accurately forecast PTB and complement these predictions with appropriate interpretations for clinicians. …"