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Predicting stability of classes in an object-oriented system
منشور في 2010"…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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Combining Saliency with Prediction for Endoscopic Diagnosis
منشور في 2020احصل على النص الكامل
doctoralThesis -
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Deep Learning for the Accurate Prediction of Triggered Drug Delivery
منشور في 2024"…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
منشور في 2011"…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
منشور في 2019"…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
منشور في 2025"…Multi-modal fusion significantly outperforms unimodal methods, especially when class imbalances are mitigated by using SMOTE. …"
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The Impact of Employee Engagement on Turnover Intention and Burnout
منشور في 2021"…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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masterThesis -
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A screening instrument for sleep apnea predicts airway maneuvers in patients undergoing advanced endoscopic procedures
منشور في 2010"…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
منشور في 2021"…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. …"
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Unpacking the asymmetric impact of exchange rate volatility on trade flows: A study of selected developed and developing Asian economies
منشور في 2023"…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. …"
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The Impact of the 2019 Lebanese Multidimensional Crisis on Young Adults’ Political Attitudes and Behavior
منشور في 2022"…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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masterThesis -
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3D Concrete Printing Sustainability: A Comparative Life Cycle Assessment of Four Construction Method Scenarios
منشور في 2020"…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.…"
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The Impact of a Computerized Potassium Alert on Adverse Drug Events and Pharmacists' Interventions
منشور في 2010"…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
منشور في 2009"…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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