Belief network design for biometric systems

IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CIBIM 2011: 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management

Volumn , Issue , 2011, Pages 1-10

  Yanushkevich, Svetlana N ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN DECISION; BIOMETRIC SYSTEMS; DECISION MAKING UNDER UNCERTAINTY; MULTIBIOMETRIC SYSTEMS;

ARTIFICIAL INTELLIGENCE; BAYESIAN NETWORKS; DECISION MAKING; DECISION THEORY; DESIGN; INFORMATION MANAGEMENT; SYSTEMS ANALYSIS;

BIOMETRICS;

EID: 79961185979     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIBIM.2011.5949227     Document Type: Conference Paper

References (10)

1. E. Castillo, J. M. Gutiérrez, and A. S. Hadi, Sensitivity analysis in discrete Bayesian networks, IEEE Trans. Syst., Man, and Cybern. - Part A: Syst. and Humans
2. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification,2nd edition, John Wiley & Sons, 2001.
3. F. V. Jensen, Bayesian Networks and Decision Graphs, Springer, 2001.
4. K. Korb and A. Nicholson, Bayesian Artificial Intelligence, Chapman & Hall/CRC Press 2004.
5. K. B. Laskey, Sensitivity Analysis for probability assessments in Bayesian Networks, IEEE Trans. Syst., Man, and Cybern., vol. 25, pp. 901-909, June, 1995
6. J. Pearl, Probabilistic Reasoning in Intelligent Systems, Morgan Kaufmann, San Mateo, CA, 1988.
7. G. Shafer, A Mathematical Theory of Evidence, Princeton University Press, 1976.
8. G. Shafer, P. P. Shenoy, and K. Mellouli, Propagation belief functions in qualitative Markov trees, Int. J. Approximate Reasoning, no. 1, pp. 349-400, 1987.
9. R. R. Yager, Comparing Approximate Reasoning and Probabilistic Reasoning Using the Dempster-Shafer Framework. Int. J. Approximate Reasoning, vol. 50, no.5, pp.812-821, 2009.
10. S. N. Yanushkevich, P. Wang, S. Srihari, and M.Gavrilova, Eds., M. S. Nixon, Consulting Ed., Image Pattern Recognition: Synthesis and Analysis in Biometrics, World Scientific, 2006.