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DAP: A dataset-agnostic predictor of neural network performance
منشور في 2024"…This task often must be repeated many times, especially when developing a new deep learning algorithm or performing a neural architecture search. …"
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Prediction of pressure gradient for oil-water flow: A comprehensive analysis on the performance of machine learning algorithms
منشور في 2022"…This study aims to develop five robust machine learning (ML) algorithms and their fusions for a wide range of flow patterns (FP) regimes. …"
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Machine learning for predicting outcomes of transcatheter aortic valve implantation: A systematic review
منشور في 2025"…Most of the included studies focused on mortality prediction, utilizing datasets of varying sizes and diverse ML algorithms. The most employed ML algorithms were random forest, logistics regression, and gradient boosting. …"
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Machine learning for predicting outcomes of transcatheter aortic valve implantation: A systematic review
منشور في 2025"…</p><h2>Other Information</h2><p dir="ltr">Published in: International Journal of Medical Informatics<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.ijmedinf.2025.105840" target="_blank">https://dx.doi.org/10.1016/j.ijmedinf.2025.105840</a></p>…"
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Computed tomography-detected hemothorax after blunt chest trauma: Does everyone need an intervention? A retrospective analysis
منشور في 2025"…</p><h2 dir="ltr">Other Information</h2><p dir="ltr">Published in: Injury<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.injury.2025.112532" target="_blank">https://dx.doi.org/10.1016/j.injury.2025.112532</a></p>…"
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Cost-Benefit Analysis of Genotype-Guided Interruption Days in Warfarin Pre-Procedural Management
منشور في 2022"…Genetics polymorphism demonstrated to be a significant predictor of the required days of warfarin interruption. …"
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Cost-Benefit Analysis of Genotype-Guided Interruption Days in Warfarin Pre-Procedural Management
منشور في 2023"…Genetics polymorphism demonstrated to be a significant predictor of the required days of warfarin interruption. …"
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Artificial Intelligence for Assessing the Correlation Between Sleep Apnoea and Comorbidities
منشور في 2022احصل على النص الكامل
doctoralThesis -
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Lung-EffNet: Lung cancer classification using EfficientNet from CT-scan images
منشور في 2023"…In the present article, we proposed a novel transfer learning-based predictor called, Lung-EffNet for lung cancer classification. …"
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Exploring the System Dynamics of Covid-19 in Emergency Medical Services
منشور في 2022"…The predictive analysis yielded a model of response times for emergency missions through machine learning, specifically using a random forest algorithm. …"
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masterThesis -
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StackDPPred: Multiclass prediction of defensin peptides using stacked ensemble learning with optimized features
منشور في 2024"…</p><h2>Other Information</h2> <p> Published in: Methods<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.ymeth.2024.08.001" target="_blank">https://dx.doi.org/10.1016/j.ymeth.2024.08.001</a></p>…"
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One-Hour-Ahead Wind Power Forecast Using Hybrid Grey Models
منشور في 2016"…The efficiency of these algorithms is examined using a recorded wind power dataset. …"
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Software defect prediction. (c2019)
منشور في 2019"…One that focuses on predicting defect in software modules using a hybrid heuristic - a combination of Particle Swarm Optimization (PSO) and Genetic Algorithms (GA). …"
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masterThesis -
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Using machine learning to support students’ academic decisions
منشور في 2019"…This approach uses other students’ grades to make a prediction. This research tests and compares the performance of Decision Trees, Random Forests, Gradient-Boosted trees, and Deep Learning machine learning regression algorithms to predict student GPA. …"
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Enhancing Personalized Learning Experiences through AI-driven Analysis of xAPI Data
منشور في 2024"…The analysis examined an eLearning lesson with 153 records and 51 participants, it concluded that blooms-level and pre-assessments are reliable predictors of student performance. The classification algorithms were able to predict the pass/fail statues with up to 93.5% accuracy. …"
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Artificial intelligence models for predicting the mode of delivery in maternal care
منشور في 2025"…A comprehensive feature importance analysis was conducted on the trained models to identify the key predictors influencing the mode of delivery classification. …"
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Performance Prediction Using Classification
منشور في 2019"…The objective of this study is to determine the best classification models for predicting At Risk status of students in their first semester of an undergraduate degree program. A comprehensive evaluation requires that multiple models with different algorithms were analyzed using key performance measures. …"
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