no code implementations • 19 Dec 2019 • Ihsan Ullah, Mario Manzo, Mitul Shah, Michael Madden
In this context, we enhanced two of the existing Graph convolutional network models by proposing four enhancements.
1 code implementation • 10 Oct 2019 • Hamda Ajmal, Michael Madden, Catherine Enright
From the generation of the DBN model to temporal inference, the entire process is automated and is delivered as an open-source platform-independent software application with a comprehensive user interface.
no code implementations • 10 Oct 2019 • Hamda Ajmal, Michael Madden, Catherine Enright
The results show that DBNs are capable of inferring the model variables of the ODE model with high accuracy in situations where data is missing, incomplete, sparse and irregular and true values of model parameters are not known.