%0 Journal Article
%T Data prediction in communication network using P-BP predicting network<br>用P-BP预测网络模型预测通信网络指标
%A LIN Sen
%A LI Zhi-shu
%A <br>林森
%A 李志蜀
%J 计算机应用
%D 2006
%I 
%X A data predicting model in communication network field called P-BP was proposed. It was guided by time series analysis theory. BP-L neural network modified from BP network was proposed to improve its generalization ability, precision and speed in data predicting applications. BP-L was used as machine learning method in P-BP model. P-BP model could automatically leach abnormal data and get a most proper exponent. This model was tested for data predicting in CNET field and got a good result.
%K neural network
%K time series analysis
%K machine learning<br>神经网络
%K 时间序列分析
%K 机器学习
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=831E194C147C78FAAFCC50BC7ADD1732&aid=EC0F1FD239F1B376&yid=37904DC365DD7266&vid=96C778EE049EE47D&iid=DF92D298D3FF1E6E&sid=E8941A3800A46ABD&eid=457F754A679A9D25&journal_id=1001-9081&journal_name=计算机应用&referenced_num=0&reference_num=7