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03/27/2013
Exact Reasoning Under Uncertainty
This paper focuses on designing expert systems to support decision makin...
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03/27/2013
Integrating Logical and Probabilistic Reasoning for Decision Making
We describe a representation and a set of inference methods that combine...
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03/27/2013
Decision-Theoretic Control of Problem Solving: Principles and Architecture
This paper presents an approach to the design of autonomous, real-time s...
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03/27/2013
The Compilation of Decision Models
We introduce and analyze the problem of the compilation of decision mode...
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03/27/2013
Interval Influence Diagrams
We describe a mechanism for performing probabilistic reasoning in influe...
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03/27/2013
IDEAL: A Software Package for Analysis of Influence Diagrams
IDEAL (Influence Diagram Evaluation and Analysis in Lisp) is a software ...
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03/27/2013
Decision Making with Interval Influence Diagrams
In previous work (Fertig and Breese, 1989; Fertig and Breese, 1990) we d...
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03/27/2013
Ideal Reformulation of Belief Networks
The intelligent reformulation or restructuring of a belief network can g...
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03/13/2013
Integrating Model Construction and Evaluation
To date, most probabilistic reasoning systems have relied on a fixed bel...
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02/27/2013
A New Look at Causal Independence
Heckerman (1993) defined causal independence in terms of a set of tempor...
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02/13/2013
Decision-Theoretic Troubleshooting: A Framework for Repair and Experiment
We develop and extend existing decision-theoretic methods for troublesho...
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01/30/2013