DocumentCode :
475968
Title :
Some properties of random sets on Sugeno measure space
Author :
Ha, Ming-Hu ; Wang, Chao
Author_Institution :
Coll. of Math. & Comput. Sci., Hebei Univ., Baoding
Volume :
1
fYear :
2008
fDate :
12-15 July 2008
Firstpage :
583
Lastpage :
587
Abstract :
As it is well known, the theory of random sets has many applications to several fields such as Mathematics Economics, Statistics, and Pattern Recognition. In this paper, we define the distribution function of random sets on Sugeno measure space which is more extensive than that on probability space. We obtain some properties of the Choquet integral of random sets, and also, we give the strong law of large numbers of random sets on Sugeno measure space which is very important to study Statistical Learning Theory and Support Vector Machine based on random sets.
Keywords :
random processes; set theory; Sugeno measure space; distribution function; random sets; statistical learning theory; support vector machine; Application software; Chaos; Computer science; Cybernetics; Distribution functions; Educational institutions; Extraterrestrial measurements; Machine learning; Mathematics; Statistical distributions; Choquet integral; Random sets; Strong law of large numbers; Sugeno measure;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
Type :
conf
DOI :
10.1109/ICMLC.2008.4620472
Filename :
4620472
Link To Document :
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