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Detecting Electrical Submersible Pump (ESP) Failures and Estimating Run Life Using Artificial Neural Networks
Published 2025Subjects: “…Models…”
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Acceptability of a Social Learning Theory-based parenting programme to South African parents
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Challenges faced by learning support teachers when teaching English as first additional language
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Use of mobile phones for project based learning by undergraduate students of Nigerian private universities
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Kinematic Modeling and Dynamic Aspects of an Accelerating Quadruped
Published 2024“…The mimicking and transfer of these aspects of a live subject to a modern day robot is limited by the technologies available such as computational resources, materials engineering, mathematical modeling constraints and efficient systems engineering. …”
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Initial attempt: classification of Simmental cattle based on body conformation using machine learning
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Bayesian Neural Networks for Actuarial Mortality Modelling
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Insider Threat Discovery Model for Vehicle Tracking
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School-parent collaboration to address children's barriers to learning in a full-service school
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Transformative learning : an exploratory analysis of theory and practice in a study and thinking skills programme
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Nonlinear adaptation of established linear and predictive control laws through safe reinforcement learning
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A Machine Learning Framework for Predicting Fabrication Hours for Industrial Steel Structure Projects
Published 2024“…The objectives were achieved by employing combinations of six machine learning models and various pre-processing techniques to find the model that best enhances the estimates of the fabrication hours of the collaborating company. …”
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Protection-based Distributed Generation Penetration Limits on MV feeders - Using Machine Learning
Published 2022“…A high bias problem was observed (cross-validation error was high and training error was high) for the loss of grading classification (relay positions eliminated) model. When the models (horizontal network features) were applied to four MV distribution networks, loss of coordination was not predicted, the loss of grading model had one false positive and the de-sensitization model had one false negative. …”
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Investigating the Relationship between Learning Styles and Delivery Methods in Information Security Awareness Programs
Published 2021“…Additionally, the aligned learning styles and delivery methods' construct was added to the KAB model to investigate the research questions. …”
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Machine Learning techniques to discover and understand the population of flare stars in MeerLICHT data
Published 2023“…In this work, we develop generic machine learning models that classify a given transient object from the observed light curve. …”
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Cape Town Airbnb price prediction: an exploration of spatial statistic and machine learning methods
Published 2024“…By accounting for spatial effects, model predictive performance does improve, but not so much as to outperform non-spatial, non-linear machine learning model predictions. …”
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Modelling uncertainty of cost and time in infrastructure projects
Published 2020“…The developed hybrid tool models the main structures from the activity level to the entire highway project. …”
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