mloss.org PROFEThttp://mloss.orgUpdates and additions to PROFETenThu, 26 Nov 2015 13:20:28 -0000PROFET 1.0.0http://mloss.org/software/view/638/<html><p>PROFET is a GUI based software application that automatically builds Dynamic Bayesian Networks (DBNs) from Ordinary Differential Equations (ODEs) entered by the user and provides a framework to perform inference with them. The DBN generated by PROFET can handle both data and model uncertainty in a principled manner. It can be used for temporal data mining with noisy and missing data and can also be used to re-estimate model parameters automatically using data streams. For temporal inference, PROFET includes standard fixed time step particle filtering and adaptive-time particle filtering algorithms. </p></html>Hamda binte Ajmal, Michael Madden, Catherine EnrightThu, 26 Nov 2015 13:20:28 -0000http://mloss.org/software/rss/comments/638http://mloss.org/software/view/638/adaptive time particle filteringmathematical modelsparticle filteringdynamic bayesian networks