The role of the psychology of driving in the reduction of traffic accidents: The French experience by Tahar Khlifi (19772964)

Efficient experimental design for uncertainty reduction in gene regulatory networks by Roozbeh Dehghannasiri (5725805)

“…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.…”

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... by Mohamed, AlShuweihi

“…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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Breastfeeding is associated with reduction in postpartum depression in the United Arab Emirates: a retrospective cross-sectional study by Ala Al Rajabi (22457746)

“…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.…”

Nurse-Led System-wide Unit-based Hospital Acquired Pressure Injury (HAPI) Reduction Project by Mariam Al-Mutawa (18505317)

“…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 . …”

Chronic reduction of store operated Ca²⁺ entry is viable therapeutically but is associated with cardiovascular complications by Fang Yu (156838)

“…</p> <h2>Key points</h2> <ul> <li>A floxed stromal interaction molecule 1 (STIM1) hypomorph mouse model was generated with significant reduction in Ca²⁺ influx through store-operated Ca²⁺ entry (SOCE), resulting in defective nuclear translocation of nuclear factor of activated T cells, cytokine production and inflammatory response. …”

Hydrogen production using piston reactor technology: Process design and integration for CO₂ emission reduction by Mary Katebah (17380462)

The role of ulnar nerve subcutaneous anterior transposition during open reduction and internal fixation of distal humerus fractures: a retrospective cohort study by Abdulaziz F. Ahmed (14150082)

“…An adjusted logistic regression model demonstrated an odds ratio of 4.8 (1.3, 17.5; 95% CI) when transposition was performed. …”

Nexus between foreign remittances and poverty alleviation: Empirical investigation of Tajikistan from Central Asia by Farrukh Nawaz (17986582)

Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models by Saad Hameed (6488738)

“…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. …”

Characterization and Modeling of Damage in Steel at Different Strain Rates by Al-Himairee, Reem

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Numerical Modeling of Sequential Segmentation for Enhancement of Mixing Inside Microchannels by Abu Dagga, Ibragim

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Hydrodynamic Modelling of Sharjah lagoons (UAE) under Climate Changes by Singer, Mohamed Nashaat

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Challenges and practices identification in complex outsourcing relationships: A systematic literature review by Ghulam Murtaza Khan (12024573)

Modeling Water Flux in Forward Osmosis: Implications for Improved Membrane Design by Al Mazrooei, Muna

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Finite Element Modelling of FRCM-Confined RC Columns Exposed to Fire by Talo, Reem

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Modelling the Impact of Bottlenecks on Arterial Travel Time Using Neural Networks by Abdallah, Azza

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Efficient self-attention with smart pruning for sustainable large language models by Samir Brahim Belhaouari (9427347)

“…<p dir="ltr">Large Language Models (LLMs) have revolutionized artificial intelligence by enabling multitasking across diverse fields. …”

Binary-NeRV: Hybrid-Precision Weights Binarization for Efficient Neural Video Representation by Shanableh, Tamer

“…In this work, we propose Binary-NeRV, a hybrid-precision extension of NeRV that integrates XNOR-based binary convolutions into the decoding pipeline to significantly reduce model size, bitrate, and computational complexity while reasonably preserving reconstruction fidelity. …”
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CO2 emissions integrated fuzzy model: A case of seven emerging economies by Hasan, Dinçer

“…This can be compensated via energy consumption fiscal policy in taxation and encourage of extractive industries and producers of petroleum products, as well as the uneven spatial development to have a significant impact on the reduction of CO2 emission. …”
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