Predicting stability of classes in an object-oriented system by Azar, D.

“…In this paper, we present a heuristic approach that relies on the adaptation and recombination of already built predictive models to new unseen software.The predictive models are all rule-based models and the approach is tested on the stability of classes in an object-oriented software system. …”
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Development and Validation of a Class Imbalance-Resilient Cardiac Arrest Prediction Framework Incorporating Multiscale Aggregation, ICA and Explainability by Iffa Afsa C M (22304104)

Decreased Analgesic Requirements in Super Morbidly Versus Morbidly Obese Patients Undergoing Laparoscopic Sleeve Gastrectomy by Hamed Elgendy (14148846)

Bacterial community structure and predicted function in the rhizosphere of wild and cultivated date palms: Effects of Fertilizers on Composition and Functionality by Dana A., Abumaali

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Bacterial community structure and predicted function in the rhizosphere of wild and cultivated date palms: Effects of Fertilizers on Composition and Functionality by Dana A. Abumaali (17821193)

Combining Saliency with Prediction for Endoscopic Diagnosis by Rezk, Mahmoud

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Deep Learning for the Accurate Prediction of Triggered Drug Delivery by Husseini, Ghaleb

“…The deep learning-based predictions significantly outperform linear predictions, proving the utility of advanced computational methods in drug delivery. …”
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An ant colony optimization algorithm to improve software quality prediction models by Azar, D.

“…As a result, the prediction models built on one data set show a significant deterioration of their accuracy when they are used to classify new, unseen data. …”
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The impact of maternal care on child development by Sayour, Nagham

“…Studying heterogeneous effects reveals a differential impact by child's age. An increase of 6.5 h per week in the time 2-year-olds spend with their mothers significantly improves their non-cognitive skills.…”
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Enhancing the Prediction of Breast Cancer Progression Through Multi-modal Data Transformation by Faseela Abdullakutty (22564814)

“…Multi-modal fusion significantly outperforms unimodal methods, especially when class imbalances are mitigated by using SMOTE. …”

The Impact of Employee Engagement on Turnover Intention and Burnout by Al Rashidi, Rahaf

“…Employee engagement has been the center of attention for a long period because of the significant positive impact that it exerts on work-related outcomes of employees. …”
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A screening instrument for sleep apnea predicts airway maneuvers in patients undergoing advanced endoscopic procedures by Azar, Riad

“…These rates remained significant after adjusting for American Society of Anesthesiologists class 3 or higher (RR, 1.70; 95% CI, 1.28–2.2 for AMs; RR, 1.63; 95% CI, 1.19–2.25 for hypoxemia). …”
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Long Term HbA1c Prediction Using Multi-Stage CGM Data Analysis by Md Shafiqul Islam (7010348)

“…The CGM data have been rigorously investigated, and pertinent features were created along with a multi-stage multi-class (MSMC) classification model to predict futuristic HbA1c levels. …”

Unpacking the asymmetric impact of exchange rate volatility on trade flows: A study of selected developed and developing Asian economies by Umar Nawaz Kayani (17131781)

“…The non-linear models yielded more significant findings, while the linear models did not indicate any significant effects of exchange rate volatility on trade flows. …”

The Impact of the 2019 Lebanese Multidimensional Crisis on Young Adults’ Political Attitudes and Behavior by Issa, Maria

“…Findings show that the 2019 multidimensional crisis had a significant negative impact on young adults’ political attitudes and behavior, affecting their affiliations, political interest, and trust. …”
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3D Concrete Printing Sustainability: A Comparative Life Cycle Assessment of Four Construction Method Scenarios by Malek Mohammad (17150977)

“…Moreover, the use of an alternative concrete mixture in 3DCP showed a further decrease in the GWP, AP, EP, and FFD impact. Ultimately, the findings in this paper support the advantages of 3DCP technology and recommend the investigation of the development of (i) sustainable printable concrete materials and (ii) novel reinforcement techniques that are suitable for 3DCP rather than adopting conventional reinforcement techniques.…”

The Impact of a Computerized Potassium Alert on Adverse Drug Events and Pharmacists' Interventions by Mansour, Hanine

“…Conclusions: Implementation of a computerized pharmacy alert resulted in a statistically significant decrease in adverse drug events related to hyperkalemia in our institution. …”
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Impact of the positive pressure valve on vascular access device occlusions and bloodstream infections by Btaiche, Imad

“…These types of devices have been shown to significantly decrease VAD occlusion rates by 8.2%, when compared to a standard connector device (Jacobs et al., 2004). …”
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The differential impact of IFRS adoption on aspects of seasoned equity offerings in the UK and France by Harakeh, Mostafa

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Impact of inflammation, gene variants, and cigarette smoking on coronary artery disease risk by Merhi, Mahmoud

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