Contextual discounting of belief functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3571 LNAI, Issue , 2005, Pages 552-562

  Mercier, David ^a,b   Quost, Benjamin ^a   Denœux, Thierry ^a  

^a UNIVERSITÉ DE TECHNOLOGIE DE COMPIÈGNE   (France)

^b SOTYSTIC   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CONTENT BASED RETRIEVAL; INFORMATION ANALYSIS; INFORMATION MANAGEMENT; METADATA; RELIABILITY; SET THEORY;

BELIEF FUNCTION; CONTEXTUAL DISCOUNTING; METAKNOWLEDGE; TRANSFERABLE BELIEF MODEL;

FUNCTIONS;

EID: 26944452787     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11518655_47     Document Type: Conference Paper

References (11)

1. Appriou, A.: Uncertain data aggregation in classification and tracking. In B. Bouchon-Meunier, editor, Aggregation and Fusion of imperfect information (1998) 231-260.
2. Bloch, I.: Fusion d'informations en traitement du signal et des images. Hermès (2003).
3. Dubois, D., Prade, H.: Possibility Theory. Plenum Press, New-York (1988).
4. Elouedi, Z., Mellouli, K., Smets, Ph.: Assessing sensor reliability for multisensor data fusion with the transferable belief model. IEEE Transactions on Systems, Man and Cybernetics B34 (2004) 782-787.
5. Milisavljevic, N., Bloch, I., van den Broek, S., Acheroy, M.: Improving mine recognition through processing and Dempster-Shafer fusion of ground-penetrating radar data. Pattern Recognition 36 (2003) 1233-1250.
6. Shafer, G.: A mathematical theory of evidence. Princeton University Press (1976).
7. Smets, Ph.: Belief functions: the disjunctive rule of combination and the generalized bayesian theorem. International Journal of Approximate Reasoning 9 (1993) 1-35.
8. Smets, Ph.: The transferable belief model for quantified belief representation. Handbook of Defeasible Reasoning and Uncertainty Management Systems 1 (1998) 267-301.
9. Smets, Ph.: Data fusion in the transferable belief model. Proceedings of the 3rd International Conference on Information Fusion, FUSION 2000 (2000) 21-33.
10. Smets, Ph.: The application of the matrix calculus to belief functions. International Journal of Approximate Reasoning 31 (2002) 1-30.
11. Smets, Ph., Kennes, R.: The transferable belief model. Artificial Intelligence 66 (1994) 191-234.