Title :
About the combination of belief functions on real numbers and the fusion based on maximal coherent sets
Author :
Vannobel, J.-M. ; Madiomanana, I.J. ; Colot, O.
fDate :
June 30 2008-July 3 2008
Abstract :
In this paper, we establish a link between belief functions on real numbers and the maximal coherent sets obtained in the framework of possibilistic distributions. Having proposed an original disjunctive rule of combination in the framework of continuous belief functions, we demonstrate theoretically that maximal coherent sets can be viewed as a particular case in the framework of belief functions.
Keywords :
belief networks; fuzzy set theory; sensor fusion; statistical distributions; belief functions; data fusion; fuzzy set; maximal coherent sets; possibilistic distribution; real number; belief functions on real numbers; data fusion; maximal coherent sets;
Conference_Titel :
Information Fusion, 2008 11th International Conference on
Conference_Location :
Cologne
Print_ISBN :
978-3-8007-3092-6
Electronic_ISBN :
978-3-00-024883-2