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. …”

Using Data Mining and Text Mining Techniques in Predicting the Price of Real Estate Properties in Dubai by Khashan, Deena Younis Abo

“…It is found that the results of linear regression prediction have been improved significantly after adding text mining to the experiments. The root mean squared errors RMSEs for all data subsets have decreased leading to enhancing the accuracy of prediction. …”
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Innovative strategies to reduce traffic related injuries and deaths in youth by Joanne Banfield (19794507)

“…This is consistent with the cognitive dissonance theory, which states that changing the beliefs that underlie certain behaviors can cause a behavioral change (2). From these theories, one can expect that changing the risk taking attitudes of adolescents can lead to a decrease in the probability of collisions. …”

Quantitative Compressibility Effects in Thermal Elastohydrodynamic Circular Contacts by Habchi, W.

“…The results reconfirm the well-known observations that minimum film thickness is very little affected by lubricant compressibility while central film thickness decreases linearly with the increase in volume compression of the lubricant. …”
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Shared Clean Mobility Operations for First-Mile and Last-Mile Public Transit Connections: A Case Study of Doha, Qatar by Afnan Fayez Eliyan (19517221)

“…However, due to rapid urbanization acceleration and regions’ extension, commuters often combine the fixed-route/fixed schedules public transportation and car-sharing service in one journey. To this end, we study a one-way, station-based electric car-sharing service interaction with public transportation. …”

An Experimental Investigation of R134a Clathrates with Liquid Additives by Gulzar, Hafiz M. Ahmad

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Exploring Beyond Numeric Weight Loss: The Metabolic Effects of Semaglutide. by Sara, Sokary

“…It also significantly reduced ad libitum energy intake, decreased hunger, and increased satiety in multiple trials. …”
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Organizational climate and its effects on the employees commitment by El-Kassar, Abdul-Nasser

“…Organizational commitment can be one of many aspects that can be studied in order to measure workforce attachment to an organization within a certain climate. …”
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Initial risk assessment for pulmonary hypertension in patients with COPD by Yammine, Joe

“…In multivariate analysis, statistically significant independent variables were >3% decrease in exercise oxyhemoglobin saturation and decline in prebronchodilator FEV1 (P = 0.01 and P = 0.04, respectively). …”
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Reputation-based cooperative detection model of selfish nodes in cluster-based QoS-OLSR protocol. (c2014) by Moati, Nadia

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Boron doped silver-copper alloy nanoparticle targeting intracellular S. aureus in bone cells by Tahir Abdulrehman (8697696)

“…In addressing the issue, this study deals with the targeting of silver-copper-boron (ACB) nanoparticles to infected osteoblasts, which could decrease systemic toxicity and form the basis of targeting specific markers expressed in bone infections.…”

Competition vs cooperation: An agent based model for sustainable tomatoes’ import system by Sarah Namany (17268922)

“…Market dynamics represented by competitive and cooperative behaviors of the system's main players is one of the uncertainties that influence the availability and <u>affordability</u> of food products. …”

Postprandial lipaemia 10 and 34 hours after playing football: Does playing frequency affect the response? by Darren J. Paul (6905450)

“…For the 3FOOT, there was a non significant decrease in postprandial TG AUC (-2.7%; p = 0.73; 95%CI = -2.0 to 1.5; ES = 0.05) and iAUC (-17.5%; p = 0.41; 95%ci = -2.5 to 1.1; ES = 0.31) from 10 to 34 hrs, respectively. …”

The role of objectively recorded smartphone usage and personality traits in sleep quality by Aftab Alam (5158601)

“…We objectively collected one-week smartphone apps usage data from the participants. …”

Stemming cardiovascular diseases in Qatar by Nature Research (16552612)

“…</p><p>They found that more than two-thirds of heart attacks and one half of strokes occurred in people under 55 years of age, with 12% and 7%, respectively, in people under 40 — which is among the highest rates in young people around the world. …”

Qatar’s immigrants at higher risk of diabetes by Nature Research (16552612)

“…Qatar and the rest of the Middle East have among the highest prevalence of T2D in the world, and it is estimated that up to one quarter of people with the disease remain undiagnosed. …”

Wind shear coefficient, turbulence intensity and wind power potential assessment for Dhulom, Saudi Arabia by Rehman, Shafiqur

“…The study also includes the local values of air density calculated using temperature and pressure measurement made at 2 m AGL during the same period. The mean wind speed above 4 m/s and the standard deviation values were used to obtain the turbulence intensities (TI) at different heights. …”
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A new perspective on cardiovascular drift during prolonged exercise by Amine Souissi (9931616)

“…<p dir="ltr">Prolonged exercise induces cardiovascular drift, which is characterized by decreasing mean arterial pressure (MAP), stroke volume and heart rate increase. …”

Prediction of biogas production from chemically treated co-digested agricultural waste using artificial neural network by Fares Almomani (12585685)

“…An ANN model consists of three layers, 15 neutrons and 260 <i>epochs</i> accurately predict the CMP with 99.1% of data within ±10% deviation of the mean experimental value. The developed model can be used to forecast the CMP as a function of operating temperature, the substrate composition, and chemical dose, and can be used for scaling-up and cost analysis purposes.…”

Investigation of Groundwater Depletion in the State of Qatar and Its Implication to Energy Water and Food Nexus by Hazrat Bilal (7367477)

“…Long-term temperature data indicates that the annual mean temperature increased significantly by 1.02 °C between 1987 and 2016, while total rainfall exhibited a slight decreasing trend. …”