Predictive learning analytics using deep learning model in MOOCs’ courses videos

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.5K citations · Full text

Artificial Intelligence, Mathematical Programming, Model Optimization +14

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.3K citations · Full text

The meaning and use of the area under a receiver operating characteristic (ROC) curve.

J A Hanley, Barbara J. McNeil · Radiology · 1982 · 21.3K citations

Engineering, Generalizability Theory, Biometrics +20

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.1K citations

Forecasting Methodology, Engineering, Artificial Neural Networks +5