DocumentCode
2482228
Title
Improved KIII model and its application
Author
Zhang, Jin ; Liu, Xiao ; Li, Rui ; Ma, Zheng ; Li, Guo
Author_Institution
Coll. of Software, Univ. of Hunan, Changsha
fYear
2008
fDate
25-27 June 2008
Firstpage
2218
Lastpage
2220
Abstract
Combining with transductive confidence machine, an improved KIII model is proposed in this paper. The improved KIII model can make prediction with confidence measure and credibility measure, not just bare prediction, which also can control the risk of error effectively. Based on the analysis of normal and hypoxia EEG, experimental results show that the improved model can give the credibility for every prediction and control the risk of error effectively.
Keywords
brain; chemioception; electroencephalography; neurophysiology; hypoxia EEG; improved KIII model; transductive confidence machine; Biological neural networks; Biological system modeling; Brain modeling; Electroencephalography; Equations; Error correction; Olfactory; Predictive models; Support vector machine classification; Support vector machines; KIII model; olfactory neural system; transductive confidence machine;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593267
Filename
4593267
Link To Document