20 citations · 33 across the 10 of their papers we have counts for
4 papers · 1 filter
Stochastic Sensitivity Analysis Using Fuzzy Influence Diagrams
Pramod Jain, Alice M. Agogino
The practice of stochastic sensitivity analysis described in the decision analysis literature is a testimonial to the need for considering deviations from precise point estimates o…
Automated Construction of Sparse Bayesian Networks from Unstructured Probabilistic Models and Domain Information
Sampath Srinivas, Stuart Russell, Alice M. Agogino
An algorithm for automated construction of a sparse Bayesian network given an unstructured probabilistic model and causal domain information from an expert has been developed and i…
Management of Uncertainty in the Multi-Level Monitoring and Diagnosis of the Time of Flight Scintillation Array
Robert K. Paasch, Alice M. Agogino
We present a general architecture for the monitoring and diagnosis of large scale sensor-based systems with real time diagnostic constraints. This architecture is multileveled, com…
Inference Using Message Propagation and Topology Transformation in Vector Gaussian Continuous Networks
Satnam Alag, Alice M. Agogino
We extend Gaussian networks - directed acyclic graphs that encode probabilistic relationships between variables - to its vector form. Vector Gaussian continuous networks consist of…