Forecasting future student mastery
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DOI: 10.1080/01587919.2019.1632169
Abstract: ABSTRACT Considerable attention has been given to methods for knowledge estimation, a category of methods for automatic assessment of a student’s degree of skill mastery or knowledge at a specific time. Knowledge estimation is frequently… read more here.
Keywords: student mastery; student; knowledge; forecasting future ... See more keywords
Forecasting future earthquakes with deep neural networks: Application to California
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DOI: 10.1093/gji/ggae373
Abstract: We use the spatial map of the logarithm of past estimated released earthquake energies as input of Fully Convolutional Networks (FCN) to forecast future earthquakes. This model is applied to California and compared with an… read more here.
Keywords: forecasting future; model; etas model; future earthquakes ... See more keywords
Forecasting the future clinical events of a patient through contrastive learning
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocac086
Abstract: OBJECTIVE Deep learning models for clinical event forecasting (CEF) based on a patient's medical history have improved significantly over the past decade. However, their transition into practice has been limited, particularly for diseases with very… read more here.
Keywords: number positive; training instances; contrastive learning; forecasting future ... See more keywords