Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of University of Electronic Science and Technology of China》 2008-03
Add to Favorite Get Latest Update

Method for Neural Network Ensemble Based on Analytical Hierarchy Process

CHEN Wen-yu 1, LIU Jing-bo 1,2, and SUN Shi-xin1 (1. School of Computer Science and Engineering, University of Electronic Science and Technology of China Chengdu 610054; 2. School of Mathematics and Computer Science, Chongqing Three Gorges University Wanzhou Chongqing 404000)  
This paper presents a method based on analytical hierarchy process (AHP) for neural network ensemble. In the method, five subsystems are constructed. Those neural networks compute parallel which have been trained solely. The decisions are made. Correct classification rates are obtained from the mat lab simulation. In experiments, the proposed methods have been successfully evaluated using thirteen different datasets, it is more effective than the relative majority voting scheme, it can be applicable to other method of pattern recognition.
【Fund】: 国家自然科学基金(60471055)
【CateGory Index】: TP183
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Similar Journals
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved