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Materias / palabras clave: teacher education, distance education, open distance learning, developing context, flexible learning, pedagogy; Education: Theory and practice of education

Materias / palabras clave: distance education, flexible learning, distributed learning, elearning; Education: Special aspects of education

Since the classical molecular dynamics simulator LAMMPS was released as an open source code in 2004, it has become a widely-used tool for particle-based modeling of materials at length scales ranging from atomic to mesos...

Multiple imputation by chained equations is a flexible and practical approach to handling missing data. We describe the principles of the method and show how to impute categorical and quantitative variables, including sk...

Recurrent neural networks (RNNs) are a powerful model for sequential data. End-to-end training methods such as Connectionist Temporal Classification make it possible to train RNNs for sequence labelling problems where th...

BACKGROUND: Receiver operating characteristic (ROC) curves are useful tools to evaluate classifiers in biomedical and bioinformatics applications. However, conclusions are often reached through inconsistent use or insuff...

Prediction tasks over nodes and edges in networks require careful effort in engineering features used by learning algorithms. Recent research in the broader field of representation learning has led to significant progres...

Materias / palabras clave: open learning, flexible learning, distance learning, online learning, open education, distance education; Education

Materias / palabras clave: open and distance education, flexible learning, online learning, mobile learning, innovative teaching, open educational resources; Education: Theory and practice of education