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» Modeling Dependable Systems using Hybrid Bayesian Networks
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KBSE
2005
IEEE
14 years 2 months ago
Automated population of causal models for improved software risk assessment
Recent work in applying causal modeling (Bayesian networks) to software engineering has resulted in improved decision support systems for software project managers. Once the causa...
Peter Hearty, Norman E. Fenton, Martin Neil, Patri...
HYBRID
1995
Springer
14 years 8 days ago
Diagnostic Model-Checking for Real-Time Systems
Uppaal is a new tool suit for automatic veri cation of networks of timed automata. In this paper we describe the diagnostic model-checking feature of Uppaal and illustrates its use...
Kim Guldstrand Larsen, Paul Pettersson, Wang Yi
WSC
2000
13 years 10 months ago
Practical aspects of simulating systems having arrival processes with long-range dependence
Analysis of network traffic indicates that packet arrival processes have significant stochastic dependence. It has been suggested that this dependence is so strong as to be wellmo...
Robert Geist, James Westall
CCS
2009
ACM
14 years 22 days ago
The bayesian traffic analysis of mix networks
This work casts the traffic analysis of anonymity systems, and in particular mix networks, in the context of Bayesian inference. A generative probabilistic model of mix network ar...
Carmela Troncoso, George Danezis
ISI
2006
Springer
13 years 8 months ago
An Embedded Bayesian Network Hidden Markov Model for Digital Forensics
In the paper we combine a Bayesian Network model for encoding forensic evidence during a given time interval with a Hidden Markov Model (EBN-HMM) for tracking and predicting the de...
Olivier Y. de Vel, Nianjun Liu, Terry Caelli, Tib&...