Towards secure private and trustworthy human-centric embedded machine learning: An emotion-aware facial recognition case study by Muhammad Atif Butt (10849980)

“…We find that input quantization partially degrades the efficacy of adversarial and backdoor attacks at the cost of a slight decrease in accuracy over clean inputs. By analyzing the explanations generated by SHAP, we identify that the decision of a FER model is largely influenced by features such as eyes, alar crease, lips, and jaws. …”

Empirical evaluation of change in crash risk due to lane marking reallocation: A case study in Kochi City, Japan by Hiroaki, Nishiuchi

“…In addition, the results indicate that the PICUD value tends to decrease (i.e., the crash risk tends to increase) with increasing speed of the following vehicle relative to the leading vehicle. …”
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Double versus triple arthrodesis for adult-acquired flatfoot deformity due to stage III posterior tibial tendon insufficiency: a prospective comparative study of two cohorts by Amr A. Fadle (14150298)

“…The mean Hibbs angle decreased from 153.07 to 142.32° (MD = 10.54°, p < 0.001). …”

The Project Management Office (PMO): Its role and contribution to governance and strategy in organizations by Ibrahim, Amin I. M.

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Forecast of the outbreak of COVID-19 using artificial neural network: Case study Qatar, Spain, and Italy by Moayyad Shawaqfah (17280637)

“…The model sensitivity was analyzed using the root mean square error (RMSE), the mean absolute percentage error and the regression coefficient index R2, which yielded highly accurate values of the predicted correlation for the infected and dead cases of 0.99 for the dates considered. …”

Inappropriate Medication Use in Elderly Lebanese Outpatients by Saab, Yolande B.

“…Courses of therapy that were judged inappropriate were further classified according to the specific area of inappropriate use (i.e. Beers’ criteria, duplicate therapy, indication, dose, dose frequency including missing doses, duration and discontinuation of therapy, adverse effects, drug-drug and/or drug-disease interactions, and poor memory). …”
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Differential water quality in confined and free-flowing water bodies, Lebanon by Korfali, Samira Ibrahim

“…This emphasises the importance of assessing surface water quality as a projected means to increase water availability. This study involves two different water bodies, the freely flowing Nahr-Ibrahin River and the Qaraaoun Reservoir, an impoundment of the Litani River. …”
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Run Rules-Based EWMA Charts for Efficient Monitoring of Profile Parameters by Ali Yeganeh (16624998)

“…In this article, we improve the performance of the Exponentially Weighted Moving Average Range (EWMAR) control charts, which are implemented for monitoring linear profiles (i.e., intercept, slope and average residual between sample and reference lines) by integrating them with run rules in order to quickly detect various magnitudes of shifts in profile parameters. …”

Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects by Majdi Mansouri (16869885)

“…These faults may affect the different system components such as PV modules, connection lines, converters/inverters, which can lead to a decrease in the efficiency, performance, and further system collapse. …”

Unraveling the future productivity burden of cardiovascular disease in Qatar: Investigating the modifiable risk factors control in type 2 diabetes by Abushanab, Dina

“…The financial value of PALYs was determined based on the gross domestic product (GDP) per full-time worker (i.e. US$80,573). The base-case model estimated the productivity burden of CVD, and interventional scenarios were simulated to assess potential gains resulting from improved control of modifiable risk factors, including reduced incidence of T2D, lower systolic blood pressure (SBP), decreased number of smokers, and reduced total cholesterol. …”
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Coalition game theoretic P2P trading in a distribution network integrity-ensured local energy market by M., Imran Azim

“…The simulation results confirm that participants, both sellers and purchasers, can decrease their energy costs substantially, and the LEM operator can also secure its margin while the distribution network voltages and line congestion are within the prescribed ranges.…”
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Palladin Regulates Invadopodia Formation in Glioblastoma by Abi Khalil, Elie

“…In this study, we used a palladin knockdown model in order to assess invadopodia formation in glioblastoma cell line U87. The results show an increase in invadopodia as seen by TKS4 and TKS5 staining as well as a decrease in Cdc42 activity following palladin knockdown. …”
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Investigating the impact of remittance outflows and oil price on economic growth in Gulf Cooperation Council countries by Mouyad Alsamara (17823668)

“…This study utilizes the nonlinear augmented mean group method to explore the possible asymmetric impact of remittance outflows on economic growth in Gulf Cooperation Council (GCC) countries for the period of 2000–2019. …”

Investigating the impact of remittance outflows and oil price on economic growth in Gulf Cooperation Council countries by Mouyad, Alsamara

“…This study utilizes the nonlinear augmented mean group method to explore the possible asymmetric impact of remittance outflows on economic growth in Gulf Cooperation Council (GCC) countries for the period of 2000–2019. …”
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Wait! What’s my job? Role ambiguity and role conflict as predictors of commitment among faculty by Homayed, Aseel

“…Findings: We find that a decrease in role ambiguity strengthens affective and normative commitment but weakens continuance commitment. …”
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Food safety knowledge attitude and practices of oncology nurses, in Lebanese hospitals by Angy Mallah (17831954)

“…Knowledge scores were higher among nurses holding a graduate degree (mean = 85; p < 0.05), and those who attended a training course (mean = 79; p < 0.05). …”

The effect of StarD13 on colorectal cancer proliferation and invasion. (c2013) by Nasrallah, Anita I.

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The effect of indoor air quality on health and performance of labors in joinery factories by Sadeghi, Hengameh

“…According to the International Agency for Research on Cancer (IARC), wood particles intervention the respiratory system, which decreases the lung capacity and causes signs such as, allergic reaction, irritation of eyes, nose, and throat, and cancer (Sawane & Sawane 2017). …”
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An investigation into links between UAE STI Policy and the Federal Universities STEM Majors’ Enrolments, Graduates and Research Development: an evidence-based exploration of the im... by Khreibi, Rima Abou

“…In terms of United Arab Emirates University (UAEU), there has been a decrease in STEM programs enrolment, while STEM graduates in UAEU has stayed steady at 1/3 STEM majors compared to 2/3 non-STEM programs. …”
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The Protective Effects of Daucus carota L. ssp. carota and Cannabis sativa L. Extracts against Cisplatin Induced Nephrotoxicity in Animal Models by Al Toufaily, Sahar

“…All used doses of COE showed significant decrease in serum urea; however, a significant decrease in serum creatinine was observed only at 20 mg/kg COE. …”
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