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Pubblication Details
Authors:Daniele Codetta Raiteri
Luigi Portinale
Scientific Area:Diagnosis
Uncertain Reasoning
Probabilistic Graphical Models
Dependability and Reliability
Title:A GSPN based tool to inference Generalized Continuous Time Bayesian Networks
Published on:Proceedings of the International Conference on Performance Evaluation Methodologies and Tools
Publisher:ICST
Year:2013
Tipo Pubblicazione:Paper on Proceedings International Conference
URL:http://dx.doi.org/10.41...icst.valuetools.2013.254400
Abstract:We present a software tool for the analysis of Generalized Continuous Time Bayesian Networks (GCTBN) which extend 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.