DocumentCode :
436571
Title :
Support function and objecting function, a new viewpoint to the Dempster-Shafer theory of evidence
Author :
Cheng, Zeng ; Baojun, Zhao ; Peikun, He
Author_Institution :
Dept. of Electron. Eng., Beijing Inst. of Technol., China
Volume :
2
fYear :
2004
fDate :
31 Aug.-4 Sept. 2004
Firstpage :
1475
Abstract :
A new evidence model based on support function and objecting function is introduced by generalizing Dempster-Shafer theory into an open frame of discernment. Through exploration of the properties of support function and objecting function, it is shown that this model provides a more direct and natural way for the representation of evidence and the understanding of the Dempster´s rule of combination than the belief function model. The possibility to generalize this model to the closed frame is also discussed.
Keywords :
belief networks; case-based reasoning; generalisation (artificial intelligence); uncertainty handling; Dempster-Shafer theory; belief function model; evidence theory; objecting function; support function; Calibration; Hafnium; Iron; Radio frequency;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
Type :
conf
DOI :
10.1109/ICOSP.2004.1441606
Filename :
1441606
Link To Document :
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