Machine Learning Models for Scheduling On-Demand Fog Placement and Optimizing Container Deployment by Farhat, Peter

“…Second, we propose a K-Means based clustering model embedded within a multi-objective optimization scheme for fog and container placement. …”
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A systematic review on sequence-to-sequence learning with neural network and its models by Yousuf, Hana

“…The primary aim of this report is to enhance the knowledge of the sequence-to-sequence neural network and to locate the best way to deal with executing it. Three models are mostly used in sequence-to-sequence neural network applications, namely: recurrent neural networks (RNN), connectionist temporal classification (CTC), and attention model. …”
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Theoretical insight into effect of cation–anion pairs on CO₂ reduction on bismuth electrocatalysts by Sun Hee Yoon (7179263)

“…The adsorption energy (Eads) and work function (Wf) of the anions increases with decreasing anion size (i.e., Cl⁻ > Br⁻ > I⁻). …”

Secrecy Performance of a RIS-Assisted Wireless Network: A Comprehensive Analysis Under Outdated CSI by Tasneem Alshamaseen (22392382)

“…The obtained results demonstrate that the adopted system can achieve an acceptable SOP level even with 10% outdated CSI (i.e., <i>ρ</i>=0.9 ). This resilience indicates that the system can reduce channel estimation frequency to reconfigure the RIS, thus decreasing overall system overhead and complexity and improving energy efficiency. …”

Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems by Khaled Dhibi (16891524)

“…Finally, PSO and RPSO-based interval centers and ranges and upper and lower bounds techniques are developed to deal with model uncertainties in WES. The last retained features from the proposed PSO-based methods are fed to the neural network (NN) classifier. …”

Quantitative Elastohydrodynamic Film-Forming for an Oil/ Refrigerant System by Bair, Scott

“…It seems that only central film thicknesses have been experimentally measured for oil/refrigerant systems leaving these calculations as the only means of assessing the minimum.…”
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Low Power Wireless Subcutaneous Transmitter by Ali, Mai

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Epibenthic communities from offshore platforms in the Arabian Gulf are structured by platform age and depth by Felipe Torquato (14158845)

“…The lowest number of functional groups occurred in the early ages (2–3 years old), and some groups either increased or decreased their frequency and abundance along the years. …”

Run Rules-Based EWMA Charts for Efficient Monitoring of Profile Parameters by Ali Yeganeh (16624998)

“…The proposed EWMAR chart with run rules exhibits a much better performance in detecting small and decreasing shifts than the other competing charts. Finally, an example from multivariate manufacturing industry is employed to illustrate the superiority of the EWMAR chart with run rules.…”

Annual performance assessment of an off‐grid and self‐sufficient sustainable climate refuge for hot arid climates by Fariha Niaz (14778319)

“…<p></p><div> <p>To overcome the problem of walking in the scorching heat and to encourage people to use more public transport (ie, trams and metros), the idea of sustainable climate refuge shelter is highly needed. …”

Comparative Study of Several Energy Dissipating Devices by Abdul-Latif, Akrum

“…Cylinders of various geometrical parameters (i.e., inside/outside diameter ratios: R = di/do ranging from 0 to 0.473) are used having the same cross-sectional area and length. …”
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Graph-Guided Regularized Regression of Pacific Ocean Climate Variables to Increase Predictive Skill of Southwestern U.S. Winter Precipitation by Tejedor, Alejandro

“…Recently, promising data-driven approaches have been proposed, but they often suffer from overparameterization and overfitting due to the short observational record, and they often do not account for spatiotemporal dependencies among covariates (i.e., predictors such as sea surface temperatures). …”
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Engineering the Surface and Mechanical Properties of Water Desalination Membranes Using Ultralong Carbon Nanotubes by Yehia M. Manawi (18091207)

“…More pronounced effect on membrane’s mechanical properties was observed due to compatibility of CNTs with PS matrix when compared to other factors (i.e., changes in the CNT aspect ratio). The water contact angle for PS membranes incorporated with commercial CNT sharply decreased from 73° to 53° (membrane hydrophilization) for membranes with 0.1 and 1.0 wt. % of CNTs, while for the same loading of produced CNTs the water contact angles for the membrane samples increased from 66° to 72°. …”

Cross-Cultural Awareness and Attitudes Toward Threatened Animal Species by Jennifer Bruder (323066)

“…<p dir="ltr">The preservation of our planet’s decreasing biodiversity is a global challenge. Human attitudes and preferences toward animals have profound impacts on conservation policies and decisions. …”

COVID-19 may have increased global support for universal health coverage: multi-country observational study by Claudia F. Nisa (11346055)

“…Trust in the government to deal with COVID-19 decreased over time, and this negative trajectory predicted a demand for better future government intervention in healthcare (ß = −0.10, <i>p</i> = 0.0003).…”

Biochar from food waste: a sustainable amendment to reduce water stress and improve the growth of chickpea plants by Snigdhendubala Pradhan (9872262)

“…<p>The application of biochar in agriculture is a developing means to improve soil water retention, fertility, and crop yield. …”

Seroprevalence of camel brucellosis in Qatar by Hashim Alhussain (9167136)

“…Camels below breeding age (i.e., < 4 years old) showed decreased seropositivity (3.4%, 95% CI, 0.1–17.8), compared to (22.8%, 95% CI, 17.4–29.0) seropositivity in camels ≥ 4 years of age, with a significant association between age groups and seropositivity (<i>P</i> = 0.02). …”

Studying coral reef patterns in UAE waters using panel data analysis and multinomial logit and probit models by Ben Romdhane, Haifa

“…An extended dataset will enable a means to independently validate the defined models and test other modelling approaches. …”
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Responding to Students' Writing in UAE Government Secondary Schools: Teachers' Attitudes and Practices, and Students' Perceptions by Abou Eissa, Aida Fares

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Business Continuity Management Maturity Model for Banks in UAE by Mahal, Ashish

“…They are faced with increasing levels of global competition, demanding customers and employees, shrinking product lifecycles and decreasing acceptable response times (Lockamy & McCormack, 2004) They have employees and deal with clients, suppliers & vendors from all over the world. …”
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