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Variational Auto Encoder Approach To Find Deferentially Expressed Genes
Published 2022“…Recently, deep learning models such as Autoencoder (AE) and Variational Autoencoder (VAE) models are being used to capture hidden patterns from single-cell gene expression data. …”
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Variation of Shear Wave Velocity with SPT-N Values in the City of Sharjah
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Artificial Intelligence Frameworks for Sentiment Variations’ Reasoning and Emerging Topic Detection
Published 2021“…This model can be used for multiple applications, including detection of new research trends from large sets of scientific papers, discovery of hot topics on social media, comparison of customer reviews for two products to identify their strong/weak aspects, and our focus topic of interpreting public sentiment variations. …”
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Using Artificial Intelligence to Understand What Causes Sentiment Changes on Social Media
Published 2021“…Then we present a Filtered-LDA framework that significantly outperformed existing methods of interpreting sentiment variations on Twitter. …”
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Micro-Expression Recognition using Convolutional Variational Attention Transformer (ConVAT) with Multihead Attention Mechanism
Published 2025“…To address these limitations, we propose the Convolutional Variational Attention Transformer (ConVAT), a novel model that leverages a multi-head attention mechanism integrated with convolutional networks, optimized specifically for detailed micro-expression analysis. …”
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Mixed precision iterative refinement with adaptive precision sparse approximate inverse preconditioning
Published 2025“…<p dir="ltr">Hardware trends have motivated the development of mixed precision algorithms in numerical linear algebra, which aim to decrease runtime while maintaining acceptable accuracy. …”
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Technical Note: Investigating of dosimetric leaf gap and leaf transmission factor variations across gantry and collimator angles in volumetric modulation arc therapy
Published 2024“…</p><h3>Results</h3><p dir="ltr">LTF values showed no significant variation across gantry and collimator angles. …”
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Serum 25-hydroxyvitamin D concentrations are inversely associated with body adiposity measurements but the association with bone mass is non-linear in postmenopausal women
Published 2021“…In a continuous variable analysis, the association between 25(OH)D and bone mass was significant, non-linear, inverse ‘U’. In conclusion, serum 25-hydroxyvitamin D was inversely associated with adiposity measures and non-linearly associated to bone mass in postmenopausal Qatari women.…”
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Serum 25-hydroxyvitamin D concentrations are inversely associated with body adiposity measurements but the association with bone mass is non-linear in postmenopausal women
Published 2021“…In a continuous variable analysis, the association between 25(OH)D and bone mass was significant, non-linear, inverse ‘U’. In conclusion, serum 25-hydroxyvitamin D was inversely associated with adiposity measures and non-linearly associated to bone mass in postmenopausal Qatari women.…”
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Ventilation System Modelling and Turbulence Minimisation
Published 2014“…Analytical procedures enabling the construction of simple, compact models including the relatively pointwise and significantly distributed system elements are proposed. …”
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Analyzing the Influence of Climate and Anthropogenic Development on Vegetation Cover in the Coastal Ecosystems of GCC
Published 2025“…Our results revealed significant changes in land cover, as seen by an increase in artificial built-up areas by 15.5% in two decades and a corresponding decrease in bareland and dense vegetation. …”
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Preterm birth in low-middle income Countries
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Dynamics of Neisseria gonorrhoeae transmission among female sex workers and clients: A mathematical modeling study
Published 2024“…A deterministic model was also used to describe NG transmission from clients to their spouses. …”
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Finite Element Modelling of FRCM-Confined RC Columns Exposed to Fire
Published 2023Get full text
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Modelling the Impact of Bottlenecks on Arterial Travel Time Using Neural Networks
Published 2012Get full text
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Application and comparison of dynamic routing models for unsteady flow in simple and compound channels
Published 1992“…The present research investigates the numerical modelling aspects of unsteady flow in compound channels, with special interest in the "flood plain conveyance" aspects. …”
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