The Prediction Method Research of Wavelet and Fuzzy Combined with Statistical Correlation

Peng Yong, Xue Zhi-chun
{"title":"The Prediction Method Research of Wavelet and Fuzzy Combined with Statistical Correlation","authors":"Peng Yong, Xue Zhi-chun","doi":"10.1109/ICICTA.2011.246","DOIUrl":null,"url":null,"abstract":"Based on prediction model of fuzzy classification and fuzzy recognition combined with statistical correlation, the theory of wavelet analysis was introduced and proposed the prediction model of wavelet and fuzzy combined with statistical correlation, there is a basic mentality: first, wavelet decomposes the prediction factors one by one, and then take the wavelet series that have decomposed into the prediction model of fuzzy classification and fuzzy recognition combined with statistical correlation, the prediction can progressed by getting the regression equation between category variable characteristic value and prediction object, in the annual runoff prediction of Yamadu station at Sinkiang province, the prediction accuracy of this model is satisfying.","PeriodicalId":368130,"journal":{"name":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 Fourth International Conference on Intelligent Computation Technology and Automation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICTA.2011.246","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Based on prediction model of fuzzy classification and fuzzy recognition combined with statistical correlation, the theory of wavelet analysis was introduced and proposed the prediction model of wavelet and fuzzy combined with statistical correlation, there is a basic mentality: first, wavelet decomposes the prediction factors one by one, and then take the wavelet series that have decomposed into the prediction model of fuzzy classification and fuzzy recognition combined with statistical correlation, the prediction can progressed by getting the regression equation between category variable characteristic value and prediction object, in the annual runoff prediction of Yamadu station at Sinkiang province, the prediction accuracy of this model is satisfying.
小波与模糊结合统计相关预测方法研究
在模糊分类和模糊识别结合统计关联的预测模型的基础上,介绍了小波分析理论,提出了小波与模糊结合统计关联的预测模型,有一个基本思路:首先对预测因子进行小波分解,然后将分解后的小波序列分解成模糊分类和模糊识别结合统计相关性的预测模型,通过得到类别变量特征值与预测对象之间的回归方程进行预测,在新疆亚玛都站年径流预测中,该模型的预测精度令人满意。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信