A GSPN based tool to inference Generalized Continuous Time Bayesian Networks

Daniele CODETTA RAITERI; Luigi PORTINALE

doi:10.4108/icst.valuetools.2013.254400

A GSPN based tool to inference Generalized Continuous Time Bayesian Networks

Daniele CODETTA RAITERI, Luigi PORTINALE

Dipartimento di Scienze e Innovazione Tecnologica

Risultato della ricerca: Contributo alla conferenza › Contributo in Atti di Convegno › peer review

Abstract

We present a software tool for the analysis of Generalized Continuous Time Bayesian Networks (GCTBN) which ex- tend CTBN introducing in addition to continuous time de- layed variables, non delayed or \immediate" variables whose evolution is conditionally and immediately determined by the values of other variables in the model. The tool is based on the conversion of a GCTBN model into a Generalized Stochastic Petri Nets (GSPN) which is an actual mean to perform the inference (analysis) of the GCTBN.

Lingua originale	Inglese
DOI	https://doi.org/10.4108/icst.valuetools.2013.254400
Stato di pubblicazione	Pubblicato - 2013
Evento	VALUETOOLS 2013 - Torino Durata: 1 gen 2013 → …

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???event.eventtypes.event.conference???	VALUETOOLS 2013
Città	Torino
Periodo	1/01/13 → …

Keywords

Generalized Continuous Time Bayesian Networks

Accesso al documento

10.4108/icst.valuetools.2013.254400

http://hdl.handle.net/11579/34049

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A GSPN based tool to inference Generalized Continuous Time Bayesian Networks

Abstract

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Keywords

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