Information combination operators for data fusion: A comparative review with classification

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.

Volumn 26, Issue 1, 1996, Pages 52-67

  Bloch, Isabelle ^a  

^a TELECOM PARISTECH   (France)

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY SETS; KNOWLEDGE REPRESENTATION; MATHEMATICAL OPERATORS; MEMBERSHIP FUNCTIONS; PROBABILITY;

DATA FUSION THEORIES; INFORMATION COMBINATION OPERATORS;

SENSOR DATA FUSION;

EID: 0029756565     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/3468.477860     Document Type: Review

References (20)

1. J. C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms. New York: Plenum, 1981.
2. I. Bloch, "Information combination operators for data fusion: A review with classification," Télécom Paris 94D013, Tech. Rep., Apr. 1994.
3. I. Bloch and H. Maître, "Fusion de données en traitement des images," Traitement Du Signal, pp. 435-446, Dec. 1994.
4. G. Bordogna and G. Pasi, "A fuzzy query language with a linguistic hierarchical aggregator," in ACM Symp. Appl. Computing, Phoenix, AZ, Mar. 1994, pp. 184-187.
5. D. Dubois and H. Prade, "A review of fuzzy set aggregation connectives," Inform. Sci., vol. 36, pp. 85-121, 1985.
6. _, Théorie des Possibilités, Applications à la Représentation des Connaissances en Informatique, Masson, Paris, 1988.
7. _, "Combination of information in the framework of possibility theory," in Data Fusion in Robotics and Machine Intelligence, M. Al Abidi et al. Eds. New York: Academic, 1992.
8. M. Grabisch, "On the use of fuzzy integrals as a fuzzy connective," in 2nd IEEE Int. Conf. Fuzzy Systems, San Francisco, CA, Mar. 28-Apr. 1, 1993, pp. 213-218.
9. J. Guan and D. A. Bell, Evidence Theory and its Applications. Amsterdam: North-Holland, 1991.
10. K. Menger, "Statistical metrics," in Proc. Nat. Acad. Sci., USA, 1942, vol. 28, pp. 535-537.
11. B. Schweizer and A. Sklar, Probabilistic Metric Spaces. Amsterdam: North Holland, 1983.
12. G. Shafer, A Mathematical Theory of Evidence. Princeton, NJ: Princeton Univ. Press, 1976.
13. E. H. Shortliffe and B. G. Buchanan, "A model of inexact reasoning in medicine," Math. Biosci., vol. 23, pp. 351-379, 1975.
14. F. M. Song and P. Liang, "Inference with possibilistic evidence," Uncertainty in Artificial Intelligence, vol. 9, pp. 506-514, 1993.
15. M. Sugeno, "Theory of fuzzy integrals and its applications," Ph.D. Dissertation, Tokyo Institute of Technology, 1974.
16. P. Z. Wang and H. M. Zhang et al., "Fuzzy set-operations represented by falling shadow theory," in Proc. Int. Fuzzy Eng. Symp. '91, Yokohama, Japan, 1991.
17. R. R. Yager, "On a general class of fuzzy connectives," Fuzzy Sets Syst., vol. 4, pp. 235-242, 1980.
18. _, "On ordered weighted averaging aggregation operators in multi criteria decision making," IEEE Trans. Syst., Man, Cybern., vol. 18, no. 1, pp. 183-190, 1988.
19. _, "Connectives and quantifiers in fuzzy sets," Fuzzy Sets Syst., vol. 40, pp. 39-75, 1991.
20. L. A. Zadeh, "Fuzzy sets," Inform. Comr., vol. 8, pp. 338-353, 1965.