The Evaluation of Sensors’ Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model

1. Ayoun, A., Smets, P.: Data association in multi-target detection using the transferable model. Intern. J. Intell. Systems, (to appear) (2001)

   Google Scholar 

2. Denoeux, T.: A k-nearest neighbor classification rule based on Dempster-Shafer theory. IEEE Transactions on Systems, Man, and Cybernetics, Vol 25, N5, May (1995) 804–813

   Article  Google Scholar 

3. Elouedi, Z., Mellouli, K., Smets, P.: Classification with belief decision trees. the proceedings of the Ninth International Conference on Artificial Intelligence: Methodology, Systems, Applications, AIMSA’2000 (2000) 80–90

   Google Scholar 

4. Guan, J. W., Bell, D.A.: Discounting and Combination Operations in evidential Reasoning. Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence, (1993) 80–90.

   Google Scholar 

5. Ling, X., Rudd, W.G.: Combining Opinions From Several Experts. Applied Artificial Intelligence 3 (1989), 439–452

   Article  Google Scholar 

6. Shafer, G.: A mathematical theory of evidence. Princeton University Press (1976)

   Google Scholar 

7. Shafer, G.: The Combination of Evidence. International Journal of Intelligent Systems 1, (1986) 155–179

   Article  MATH  MathSciNet  Google Scholar 

8. Smets, P.: The combination of evidence in the Transferable. Belief Model, IEEE Transactions on Pattern Analysis and Machine Intelligence 12, (1990) 321–344

   Article  Google Scholar 

9. Smets, P.: The transferable belief model for expert judgments and reliability problems. Analysis and Management of uncertainty: Theory and Applications B.M. Ayyub, M.M. Gupta and L.N. Kanal (editors), Elsevier Science Publishers B.V. (1992)

   Google Scholar 

10. Smets, P., Kennes, R.: The transferable belief model. Artificial Intelligence 66 (1994) 191–234

    MATH  MathSciNet  Google Scholar 

11. Smets, P.: The transferable belief model for quantified belief representation. D.M. Gabbay and Ph. Smets (eds.) Handbook of Defeasible Reasoning and Uncertainty Management Systems 1 Kuwer Doordrecht (1998) 267–301

    Google Scholar 

12. Smets, P.: The Application of the transferable belief Model to Diagnostic Problems Int. J. Intelligent Systems 13 (1998) 127–158

    Article  MATH  Google Scholar 

13. Smets, P.: Practical Uses of Belief Functions. Laskey K. B. and Prade H. (eds.) Uncertainty in Artificial Intelligence 15 UAI99 (1999) 612–621

    Google Scholar 

14. Waltz, E., Llinas, J.: Multisensor Data Fusion. Artech House, Boston, (1990)

    Google Scholar 

15. L. M. Zouhal and T. Denoeux: An evidence-theoretic k-NN rule with parameter optimization. IEEE Transactions on Systems, Man and Cybernetics C, 28(2) (1998) 263–271.

    Article  Google Scholar 

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