2 papers
cs.AI2013
Temporal Reasoning with Probabilities
Carlo Berzuini, Riccardo Bellazzi, Silvana Quaglini
In this paper we explore representations of temporal knowledge based upon the formalism of Causal Probabilistic Networks (CPNs). Two different ?continuous-time? representations are…
cs.AI2013
Bayesian Networks Aplied to Therapy Monitoring
Carlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi
We propose a general Bayesian network model for application in a wide class of problems of therapy monitoring. We discuss the use of stochastic simulation as a computational approa…