Operations Research
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Intelligent decision systems
An approximate nonmyopic computation for value of information
Proceedings of the seventh conference (1991) on Uncertainty in artificial intelligence
Time-dependent utility and action under uncertainty
Proceedings of the seventh conference (1991) on Uncertainty in artificial intelligence
Probabilistic similarity networks
Probabilistic similarity networks
Computation and action under bounded resources
Computation and action under bounded resources
R&D analyst: an interactive approach to normative decision system model construction
UAI '92 Proceedings of the eighth conference on Uncertainty in Artificial Intelligence
Decision making using probabilistic inference methods
UAI '92 Proceedings of the eighth conference on Uncertainty in Artificial Intelligence
Structuring conditional relationships in influence diagrams
Operations Research
Design and construction of normative risk management and decision systems
Design and construction of normative risk management and decision systems
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This paper describes a normative system design that incorporates diagnosis, dynamic evolution, decision making, and information gathering. A single influence diagram demonstrates the design's coherence, yet each activity is more effectively modeled and evaluated separately. Application to offshore oil platforms illustrates the design. For this application, the normative system is embedded in a real-time expert system.