%0 Journal Article
%T NEURAL NETWORK MODELING BASED ON FCM CLUSTERING AND ITS APPLICATION TO INTELLIGENT DRIVING<br>基于FCM的神经网络建模及其在智能驾驶中应用研究
%A MA Yong
%A YANG Yu-Pu
%A XU Xiao-Ming
%A <br>马勇
%A 杨煜普
%A 许晓鸣
%J 自动化学报
%D 2002
%I 
%X The fuzzy c-means (FCM) clustering algorithm is analyzed in this paper. Then a self-organizing RBF neural network using improved FCM algorithm is proposed to increase the mapping ability. The neural network is applicable to intelligent driving, which is tested on the experimental data of the drivers' proficiency and fatigue with satisfactory results.
%K Fuzzy c-means clustering
%K RBF neural network
%K supervised learning
%K self-organizing<br>FCM
%K 神经网络建模
%K 智能驾驶
%K 模糊c－均值聚类
%K 监督学习
%K 自组织
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=E76622685B64B2AA896A7F777B64EB3A&aid=BE772821E2CFC773&yid=C3ACC247184A22C1&vid=D3E34374A0D77D7F&iid=38B194292C032A66&sid=8C27CCA578E52082&eid=0918129209B14F3E&journal_id=0254-4156&journal_name=自动化学报&referenced_num=2&reference_num=8