Automatic source code generation for computing probabilities of variables in belief networks

作者: Zachary T. Cox

DOI:

关键词: AlgorithmBayesian networkPartial evaluationInterface (computing)Theoretical computer scienceComputer scienceData acquisitionGenerator (circuit theory)Order (business)Carry (arithmetic)Source code

摘要: A system for computing probabilities of variables in a belief network includes data acquisition interface configured to receive representative the network. The further partial evaluator carry out evaluation algorithm that determines probability calculations must be performed on received order compute source code generator output as programming language.

参考文章(35)
D. Poole, Nevin L. Zhang, A simple approach to Bayesian network computations canadian conference on artificial intelligence. ,(1994)
Denver Dash, Krzysztof W. Przytula, Evaluation of Bayesian network models for decision support ,(2003)
Christopher M. Bishop, Neural networks for pattern recognition ,(1995)
Peter Sestoft, Neil D. Jones, Carsten K. Gomard, Partial evaluation and automatic program generation ,(1993)
T. Takagi, Z. Furukawa, Constructing a usage model for statistical testing with source code generation methods asia-pacific software engineering conference. pp. 448- 454 ,(2004) , 10.1109/APSEC.2004.42
Siddharth P. Nagarkatti, Ali Shajii, System and method for controlling pressure in remote zones ,(2004)
S. L. Lauritzen, D. J. Spiegelhalter, Local computations with probabilities on graphical structures and their application to expert systems Journal of the royal statistical society series b-methodological. ,vol. 50, pp. 415- 448 ,(1990) , 10.1111/J.2517-6161.1988.TB01721.X
Gerard S. Moloney, Alejandro Reyes, Huey-Ming Wang, David A. Hansen, Jiro Kajiwara, System and method for pneumatic diaphragm CMP head having separate retaining ring and multi-region wafer pressure control ,(2000)
Richard Helm, John Vlissides, Ralph Johnson, Erich Gamma, Design Patterns: Elements of Reusable Object-Oriented Software ,(1994)