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Conceptual foundations for understanding and characterising adult learning systems: towards more comprehensive comparative reporting
Published in Zeitschrift für Weiterbildungsforschung - Report (2026)Get full text
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Towards a More Resilient Condition Assessment of Road Infrastructure using Machine Learning and Satellite Imagery
Published 2026“…These findings suggest that open-access satellite imagery combined with smartphone collected IRI measurements can deliver performance comparable to studies using commercial high-resolution satellite Imagery more accurate IRI measurements. Moreover, the study recommends that binary models can be utilized as a practical decision-support tool while pursuing future enhancements through higher-resolution satellite imagery, expanded and more variable datasets, and more advanced hybrid deep learning architectures.…”
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Model Calibration with Machine Learning
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An ethnographic investigation into the development and trialing of more accessible text materials for second language teaching and learning in physical science
Published 2017“…That many students fail to develop adequate reading strategies is identified as lying at the heart of many learning problems. It is suggested that the key to comprehension is instruction from a base of more accessible text materials. …”
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The development of a model for hybrid teaching and learning in institutions of higher learning in nursing
Published 2024Subjects: “…Model…”
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Reinforcement learning algorithms to model learning and decision-making in individuals with depressive disorders
Published 2023“…I start by giving an overview of the reinforcement learning framework, and detail some of the reinforcement learning models that have been used to understand mental illness better. …”
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A Boolean algebraical model for machine learning
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Hierarchical Causal Models
Published in Journal of Machine Learning Research (JMLR) (2026)Get full text
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A Machine Learning Model for Octane Number Prediction
Published 2024“…The recommendation for this study is to train the models with a more representative data set in future and to use a hybrid model which comprises of a phenomeno-logical model and a machine learning model for best results and to reduce the bias of the model in the regions with few data points. …”
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Analysing retinal fundus images with deep learning models
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