Project details for PROFET

Screenshot PROFET 1.0.0

by Hamda - November 26, 2015, 13:20:28 CET [ Project Homepage BibTeX Download ]

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Description:

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.

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux, Windows, Mac Os
Data Formats: Csv
Tags: Adaptive Time Particle Filtering, Mathematical Models, Particle Filtering, Dynamic Bayesian Networks
Archive: download here

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