Departamento de Informática y Análisis Numérico
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Predicción de rendimiento académico en aprendizaje combinado mediante datos multimodales y técnicas de fusión y minería de datos
(Universidad de Córdoba, UCOPress, 2022)The main goal of this study is to improve academic performance prediction through the mining of data and data fusion from different modalities, either by the use of learning context or, by the evaluation methodology. The ... -
Cumulative exposure to tacrolimus and incidence of cancer after liver transplantation
(Wiley, 2022)Cancer is the leading cause of death after liver transplantation (LT). This multicenter case–control nested study aimed to evaluate the effect of maintenance immunosuppression on post-LT malignancy. The eligible cohort ... -
A review on data fusion in multimodal learning analytics and educational data mining
(Wiley, 2022)The new educational models such as smart learning environments use of digital and context-aware devices to facilitate the learning process. In this new educational scenario, a huge quantity of multimodal students' data ... -
Course Recommendation based on Sequences: An Evolutionary Search of Emerging Sequential Patterns
(Springer, 2022)To provide a good study plan is key to avoid students’ failure. Academic advising based on student’s preferences, complexity of the semester, or even background knowledge is usually considered to reduce the dropout rate. ... -
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification
(Springer, 2022)Automatic classification tasks on structured data have been revolutionized by Convolutional Neural Networks (CNNs), but the focus has been on binary and nominal classification tasks. Only recently, ordinal classification ...
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