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
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;
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
DOI :
10.1109/WCICA.2008.4593267
