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IJAR
2007
87views more  IJAR 2007»
13 years 9 months ago
Pruning belief decision tree methods in averaging and conjunctive approaches
The belief decision tree (BDT) approach is a decision tree in an uncertain environment where the uncertainty is represented through the Transferable Belief Model (TBM), one interp...
Salsabil Trabelsi, Zied Elouedi, Khaled Mellouli
AAAI
1990
13 years 11 months ago
Very Fast Decision Table Execution of Propositional Expert Systems
A formal equivalence between propositional expert systems and decision tables is proved, and a practicable procedure given to perform the transformation between propositional expe...
Robert M. Colomb, Charles Y. C. Chung
ARTMED
2000
105views more  ARTMED 2000»
13 years 9 months ago
Planning treatment of ischemic heart disease with partially observable Markov decision processes
Diagnosis of a disease and its treatment are not separate, one-shot activities. Instead, they are very often dependent and interleaved over time. This is mostly due to uncertainty...
Milos Hauskrecht, Hamish S. F. Fraser
IJCAI
2003
13 years 11 months ago
Incremental Utility Elicitation with the Minimax Regret Decision Criterion
Utility elicitation is a critical function of any automated decision aid, allowing decisions to be tailored to the preferences of a specific user. However, the size and complexit...
Tianhan Wang, Craig Boutilier
IMSCCS
2006
IEEE
14 years 3 months ago
Intelligent Decision Making for Agreement-based Grid Resource Management
Agreement-based resource management is becoming the foundation of grid system. Since the grid resource management encompasses a wide range of different scenarios, the decision mak...
Rui Liu, Weimin Zheng, Yongwei Wu