Clustering belief functions based on attracting and conflicting metalevel evidence

Intelligent Systems for Information Processing: From Representation to Applications

Volumn , Issue , 2003, Pages 349-360

  Schubert, Johan ^a  

^a SWEDISH DEFENCE RESEARCH AGENCY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

FORMAL LOGIC; METALS;

BELIEF FUNCTION; DEMPSTER-SHAFER THEORY; EXTERNAL SOURCES; MULTIPLE EVENTS;

UNCERTAINTY ANALYSIS;

EID: 6344268063     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1016/B978-044451379-3/50029-7     Document Type: Chapter

References (10)

1. Ayoun A., Smets P. Data association in multi-target detection using the transferable belief model. International Journal of Intelligent Systems 2001, 16(10):1167-1182.
2. Bengtsson B., Schubert J. Dempster-Shafer clustering using potts spin mean field theory. Soft Computing 2001, 5(3):215-228.
3. Dempster A.P. A generalization of Bayesian inference. Journal of the Royal Statistical Society B 1968, 30(2):205-247.
4. Pal N.R., Bezdek J.C., Henasinha R. Uncertainty measures for evidential reasoning II: A new measure of total uncertainty. International Journal of Approximate Reasoning 1993, 8(1):1-16.
5. Schubert J. On nonspecific evidence. International Journal of Intelligent Systems 1993, 8(6):711-725.
6. Schubert J. Specifying nonspecific evidence. International Journal of Intelligent Systems 1996, 11(8):525-563.
7. Schubert J. Fast Dempster-Shafer clustering using a neural network structure. Information, Uncertainty and Fusion 1999, 419-430. Kluwer Academic Publishers (SECS 516), Boston, MA. B. Bouchon-Meunier, R.R. Yager, L.A. Zadeh (Eds.).
8. Schubert J. Simultaneous Dempster-Shafer clustering and gradual determination of number of clusters using a neural network structure. Proceedings of the 1999 Information, Decision and Control Conference 1999, 401-406. IEEE, Piscataway, NJ.
9. Schubert J. Managing inconsistent intelligence. Proceedings of the Third International Conference on Information Fusion 2000, volume 1:TuB4/10-TuB4/16. Paris, France, July 2000.
10. Shafer G. A Mathematical Theory of Evidence 1976, Princeton University Press, Princeton, NJ.