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reduction models » prediction models (Expand Search), predictive models (Expand Search)
larger » large (Expand Search)
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Type 2 Diabetes Mellitus Automated Risk Detection Based on UAE National Health Survey Data: A Framework for the Construction and Optimization of Binary Classification Machine Learn...
Published 2020“…A special consideration was given to data pre-processing and dimensionality reduction such Chi Squared (CS) and Recursive Feature Elimination (RFE) to improve progressively the proposed models performance. …”
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Efficient experimental design for uncertainty reduction in gene regulatory networks
Published 2015“…The proposed approximate method also outperforms the random selection policy significantly.</p><p dir="ltr">Erratum - Erratum to: Efficient experimental design for uncertainty reduction in gene regulatory networks: <a href="https://dx.doi.org/10.1186/s12859-015-0839-y" target="_blank">https://dx.doi.org/10.1186/s12859-015-0839-y</a>, published online 14 December 2015.…”
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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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Breastfeeding is associated with reduction in postpartum depression in the United Arab Emirates: a retrospective cross-sectional study
Published 2025“…None of the remaining variables -including physical activity- were significant. In conclusion, breastfeeding is significantly associated with a reduction in moderate-to-severe PPD among mothers in Abu Dhabi, UAE.…”
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Nurse-Led System-wide Unit-based Hospital Acquired Pressure Injury (HAPI) Reduction Project
Published 2024“…Medical devices contribute to approximately 50% of these total HAPI. HAPI is a significant patient safety issue in hospitalized patients and can lead to increased healthcare costs and a decreased quality of life for patients . …”
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Chronic reduction of store operated Ca<sup>2+</sup> entry is viable therapeutically but is associated with cardiovascular complications
Published 2022“…</p> <h2>Key points</h2> <ul> <li>A floxed stromal interaction molecule 1 (STIM1) hypomorph mouse model was generated with significant reduction in Ca<sup>2+</sup> influx through store-operated Ca<sup>2+</sup> entry (SOCE), resulting in defective nuclear translocation of nuclear factor of activated T cells, cytokine production and inflammatory response. …”
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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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The role of ulnar nerve subcutaneous anterior transposition during open reduction and internal fixation of distal humerus fractures: a retrospective cohort study
Published 2022“…<h2>Purpose</h2> <p>To compare the rates of ulnar nerve neuropathy following ulnar nerve subcutaneous anterior transposition versus no transposition during open reduction and internal fixation (ORIF) of distal humerus fractures.…”
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Efficient self-attention with smart pruning for sustainable large language models
Published 2025“…<p dir="ltr">Large Language Models (LLMs) have revolutionized artificial intelligence by enabling multitasking across diverse fields. …”
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Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models
Published 2025“…Llama3 achieved a 20% to 40% reduction in model calls for regression tasks, whereas ChatGPT-3.5 reduced model calls by 60% for both regression and classification tasks, all while preserving accuracy and error rates. …”
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Integrated Material Lot Sizing and Multi-Resource Leveling Models with Activity Splitting
Published 2015Get full text
doctoralThesis -
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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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Characterization and Modeling of Damage in Steel at Different Strain Rates
Published 2011Get full text
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Preterm birth in low-middle income Countries
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Numerical Modeling of Sequential Segmentation for Enhancement of Mixing Inside Microchannels
Published 2019Get full text
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Hydrodynamic Modelling of Sharjah lagoons (UAE) under Climate Changes
Published 2022Get full text
doctoralThesis