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

“…Also, the linear correlation between regular features and the price feature has increased noticeably. For example, the correlation coefficient metric has increased by 206.08% for the dataset that holds the records of the apartments that are offered for selling. …”
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Parliamentary consociationalism in Lebanon: equal citizenry vs. quotated confessionalism by Salamey, Imad

“…The realisation of consociational democracy in Lebanon, the article argues, would require the eventual adoption of proportional representation as a means of moving the country from a 'confessionally quotated' to 'equal citizenry' based representation.…”
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The importance of child car seat safety by Tawfeeq A. Khoja (19772931)

“…The safety belt in the vehicle is the first means of safety while driving. The 1998 Saudi Law on the use of safety belts defines the device as that part which holds the user's body firmly on the seat. …”

The Impact of Internal Dynamic Facades on Energy Saving by BADAWIEH, SARA AHMAD

“…As the world’s environment is suffering from excessive problems people are facing nowadays, increase in levels of CO2 is one of these problems. …”
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Assessing continuing education practices and preferences amongst Lebanese hospital pharmacists by Iskandar, Katia

“…Descriptive statistics were calculated for all study variables. This includes the mean and standard deviation for continuous measures, counts and percentages for categorical variables Results: A total of 107 (53.5%) participants completed the questionnaires. …”
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Recombinant Adeno-Associated Virus-Mediated In Utero Gene Transfer Gives Therapeutic Transgene Expression in the Sheep by Abi Nader, Khalil

“…Plasma hFIX levels then dropped as fetal liver and lamb weights increased, although low levels were detected 6 months after late gestation injection (75 and 52.5 ng/ml, n = 2). …”
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Trace element removal during in vitro and in vivo continuous haemodialysis by Btaiche, Imad F.

“…Continuous renal replacement therapy (CRRT) increasingly is being used to treat critically ill patients with renal disease. …”
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Assessing the perceptions of pharmacists working in Lebanese hospitals on the continuing education preferences by Iskandar, Katia

“…Descriptive statistics were calculated for all study variables. This includes the mean and standard deviation for continuous measures, counts and percentages for categorical variables Results: A total of 107 (53.5%) participants completed the questionnaires. …”
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A novel phosphorylated STAT3 inhibitor enhances T cell cytotoxicity against melanoma through inhibition of regulatory T cells by Abou-Ghazal, Mohamed K.

“…The activation of signal transducer and activator of transcription 3 (STAT3) has been identified as a key mediator that drives the fundamental components of melanoma malignancy, including immune suppression in melanoma patients. Increasing evidence also suggests that regulatory T cells (Tregs) are important in suppressing anti-tumor immunity and play a dominant role in negating efficacious immunotherapy approaches. …”
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On-demand mobile sensing framework for traffic monitoring. (c2017) by Abdul Rahman, Sawsan

“…With the increased need for mobility and the overcrowding of cities, the area of Intelligent Transportation aims at improving the efficiency, safety, and productivity of transportation systems by relying on communication and sensing technologies. …”
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Experiences of burnout, anxiety, and empathy among health profession students in Qatar University during the COVID-19 pandemic: a cross-sectional study by Ruba Sulaiman (17734065)

“…<h2>Background</h2><p dir="ltr">The prevalence of burnout and anxiety is constantly increasing among health profession students worldwide. …”

Enhancing waste sorting and recycling efficiency: robust deep learning-based approach for classification and detection by Faizul Rakib Sayem (21399890)

“…<p dir="ltr">Given the severity of waste pollution as a major environmental concern, intelligent and sustainable waste management is becoming increasingly crucial in both developed and developing countries. …”

Evaluating the impact of the Minimization of Aggression and Violence (MoAV) intervention on mechanical restraint use in Qatar's acute mental health setting by Ananth Nazarene (21239912)

“…The percentage of restrained patients decreased from 25 % to 4 %, p = (<0.001). The mean duration of restraint incidents slightly increased from 59.1 min in 2016 to 61.3 min in 2021, though this change was not statistically significant. …”

Modeling the influence of daily temperature and precipitation extreme indices on vegetation dynamics in Katsina State using statistical downscaling model (SDM) by Mohammad Hadi Ahmad (17632248)

“…All the scenarios present increasing minimum and maximum temperatures and decreasing precipitation, except for RCP8.5, which predicted a more adverse trend. …”

Introducing a Novel Figure of Merit for Evaluating Stability of Perovskite Solar Cells: Utilizing Long Short-Term Memory Neural Networks by Zahraa Ismail (22457644)

“…The comparative analysis of model complexity confirmed that increasing the sophistication of the LSTM model significantly enhances predictive accuracy and generalization capabilities. …”

Too big to handle, too important to abandon: Reforming Sudan’s Gezira scheme by Anna Goelnitz (17115565)

“…A popular reform for increasing participation and ownership is represented by Irrigation Management Transfers (IMTs). …”

The compliance of disclosure with AAOIFI financial accounting standards by Jabir Al-Sulaiti (18068671)

“…In addition, it found that the extent of compliance had increased over the 2012-2015 period. Also, the Murabaha standard had the highest mean of compliance. …”

Safety and Efficacy of Inclisiran in Hyperlipidemia: An Updated Meta‐Analysis of Randomised Controlled Trials by Jawad Basit (19231376)

“…</p><h3>Methods</h3><p dir="ltr">PubMed/MEDLINE, Embase and the Cochrane Library were searched by investigators from inception till July 2024 to identify randomised controlled trials (RCTs) that investigated inclisiran in patients with hypercholesterolemia. Weighted mean differences (MDs) for continuous outcomes and risk ratios (RRs) for the dichotomous outcomes were pooled. …”

A Novel Partitioned Random Forest Method-Based Facial Emotion Recognition by Hanif Heidari (22467148)

“…Based on our numerical results, PRF performed better than traditional RF and other ML methods for FER, providing 98.37% mean absolute accuracy. Thus, a robust and useful method for improving classification rates is proposed for both small and large datasets.…”

Prevalence and global trends of polypharmacy in patients with chronic kidney disease: A systematic review and meta-analysis by Lina Naseralallah (14146465)

“…<h3>Background and objectives</h3><p dir="ltr"> Polypharmacy and chronic kidney disease (CKD) are becoming increasingly common due to an ageing population and the rise of multimorbidity. …”