Revisiting the notion of conflicting belief functions

Advances in Intelligent and Soft Computing

Volumn 164 AISC, Issue , 2012, Pages 153-160

  Destercke, Sébastien ^a   Burger, Thomas ^b  

^a CNRS   (France)

^b CEA GRENOBLE   (France)

Author keywords

Consistency; Contour Function; Dependence; Fusion

Indexed keywords

BELIEF FUNCTION; CONFLICTING BELIEF; CONSISTENCY; CONTOUR FUNCTIONS; DEPENDENCE; INFORMATION SOURCES;

FUSION REACTIONS; SOFT COMPUTING; SOFTWARE ENGINEERING;

UNCERTAINTY ANALYSIS;

EID: 84861014778     PISSN: 18675662     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-29461-7_18     Document Type: Conference Paper

References (11)

1. Smets, P.: Analyzing the combination of conflicting belief functions. Information Fusion 8, 387-412 (2006)
2. Liu, W.: Analyzing the degree of conflict among belief functions. Artif. Intell. 170(11), 909-924 (2006)
3. Daniel, M.: Conflicts within and between Belief Functions. In: Hüllermeier, E., Kruse, R.,Hoffmann, F. (eds.) IPMU2010. LNCS, vol. 6178, pp. 696-705. Springer, Heidelberg (2010)
4. Shafer, G.: A mathematical Theory of Evidence. Princeton University Press, New Jersey (1976)
5. Smets, P., Kennes, R.: The transferable belief model. Artificial Intelligence 66, 191-234 (1994)
6. Dempster, A.P.: Upper and lower probabilities induced by a multivalued mapping. Annals of Mathematical Statistics 38, 325-339 (1967)
7. Destercke, S., Dubois, D.: Idempotent conjunctive combination of belief functions: Extending the minimum rule of possibility theory. Information Sciences 181(18), 3925 (2011), doi:10.1016/j.ins.2011.05.007
8. Cuzzolin, F.:OnConsistentApproximations ofBeliefFunctions intheMassSpace. In:Liu, W. (ed.) ECSQARU 2011. LNCS, vol. 6717, pp. 287-298. Springer, Heidelberg (2011)
9. Cattaneo, M.: Combining belief functions issued from dependent sources. In: Proc. Third International Symposium on Imprecise Probabilities and Their Application (ISIPTA 2003), Lugano, Switzerland, pp. 133-147 (2003)
10. Dubois, D., Prade, H.: Possibility theory and data fusion in poorly informed environments. Control Eng. Practice 2, 811-823 (1994)
11. Martin, A., Jousselme, A.-L., Osswald, C.: Conflict measure for the discounting operation on belief functions. In: The 11th International Conference on Information Fusion, pp. 1003-1010 (2008)