Combining and adapting software quality predictive models by genetic algorithms حسب Azar, D.

"…The goal of quality models is to predict a quality factor starting from a set of direct measures. …"
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Model predictive control of shell benchmark process حسب Amjad, S.

"…In this paper model predictive controller is proposed for the control of a two-input-two-output high purity shell distillation column. …"
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An ant colony optimization algorithm to improve software quality prediction models حسب 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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A Genetic Algorithm for Improving Accuracy of Software Quality Predictive Models حسب Azar, Danielle

"…In this work, we present a genetic algorithm to optimize predictive models used to estimate software quality characteristics. …"
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Transfer learning for genotype–phenotype prediction using deep learning models حسب Feng, Samuel

"…If the large population data is extensive compared to small population data, expect transfer learning results to improve significantly. We show that Transfer learning is capable to create powerful models for genotype-phenotype predictions in large, well-studied populations and fine-tune these models to populations were data is sparse.…"
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Scatter search for protein structure prediction. (c2008) حسب Kehyayan, Christine Houry

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Inverse Model Predictive Control for Power Electronic Converters حسب Ali Sharida (17947847)

"…<p dir="ltr">In this paper, a new control technique called inverse model predictive control (IMPC) is proposed for power electronic converters. …"

Development of Seed Variables Prediction Models for Use in Dynamic Backcalculation of FWD Data حسب Nasr, Cynthia

"…This research project aims-to-develop models through classification analysis to predict the seed variables. …"
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PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks حسب Rawan AlSaad (14159019)

"…<h3>Background</h3><p dir="ltr">Early identification of pregnant women at risk for preterm birth (PTB), a major cause of infant mortality and morbidity, has a significant potential to improve prenatal care. However, we lack effective predictive models which can accurately forecast PTB and complement these predictions with appropriate interpretations for clinicians. …"

The significance of ferrous ion oxidation during corrosion of carbon steel in aerated near-neutral aqueous solutions حسب Ke Wang (82395)

"…<p dir="ltr">Numerical models were developed to investigate the significance of ferrous ion oxidation in carbon steel corrosion in near-neutral aerated aqueous solutions. …"

Prediction of the Backwater Level Due to Bridge Constriction in Waterways حسب Assar, Kimia Haji Amou

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Forecasting model to predict project success based on the contractors’ characteristics حسب AlSuwaidi, Khalid Waleed Rashid Deemas

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Prediction of EV Charging Behavior Using Machine Learning حسب Shahriar, Sakib

"…In both predictions, we demonstrate a significant improvement compared to previous work on the same dataset and we highlight the importance of traffic and weather information for charging behavior predictions.…"
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A Comprehensive Review on Membrane Fouling: Mathematical Modelling, Prediction, Diagnosis, and Mitigation حسب AlSawaftah, Nour Majdi

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Detection of statistically significant network changes in complex biological networks حسب Raghvendra Mall (581171)

"…</p><h3>Methods</h3><p dir="ltr">In this paper, we propose an improvement over the state-of-the-art based on the Generalized Hamming Distance adopted for evaluating the topological difference between two networks and estimating its statistical significance. The proposed procedure exploits a more effective model selection criteria to generate <i>p</i>-values for statistical significance and is more efficient in terms of computational time and prediction accuracy than literature methods. …"

AI-based remaining useful life prediction and modelling of seawater desalination membranes حسب Al Ali, Fajer

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Enhanced Inverse Model Predictive Control for EV Chargers: Solution for Rectifier-Side حسب Ali Sharida (17947847)

"…<p dir="ltr">Inverse model predictive control (IMPC) is a control technique that was recently proposed for power electronic converters. …"

Optimizing malicious website prediction: An advanced XGBoost-based machine learning model حسب Sumaira Hussain (19259669)

Gene-specific machine learning model to predict the pathogenicity of BRCA2 variants حسب Mohannad N. Khandakji (13885434)

"…</p><p><br></p><h3>Methods</h3><p dir="ltr">We developed an XGBoost-based machine learning model to predict pathogenicity of BRCA2 variants. …"

Machine learning and discriminant function analysis in the formulation of generic models for sex prediction using patella measurements حسب Mubarak A. Bidmos (14158851)

"…Here, we have used the top performing three ML classifiers as base learners and the predictions of these models were used as inputs to different machine learning classifiers as meta learners to make the final decision. …"