Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Science》 2003-04
Add to Favorite Get Latest Update

The Method of Sample Selection Based on Distance and its Application in Outlier Detection

XIAO Jian-Hua (Institute of Intelligent Technology & Systems,Jiangmen 529020)  
The paper introduces the approach of outlier detection based on kernel ,and points out the approach is hard to be realized with the increase of sample number. In order to reduce the size of optimization, the sample selection method based on distance is proposed. Through selecting samples,the computation workload and the demand of EMS memory can be decreased greatly. In the end,the real-time demand can be met.
【Fund】: 国家自然科学基金(70071023)
【CateGory Index】: TP274.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 LAI Su-jian,JIN Xiao-xiong,PENG Wei,HE Jian-feng(Tongji University,Shanghai 201804,China);Research on the Method to Reject Abnormal Data in Signal Preprocessing[J];Journal of Jiamusi University(Natural Science Edition);2011-03
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zhu Yin Meng Zhiyong Kan Shuyu (College of Civil Engineering and Architecture, Northern Jiaotong University,Beijing 100044);Determination of Weight Value by AHP[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1999-05
2 XIAO Jianhua(Inst.Intel.Tech. & Syst., Wuyi Univ., Jiangmen 529020,Guangdong,China);Design of frame system for intelligent comprehensive evaluation based on kernel method[J];Journal of Baoji College of Arts and Science(Natural Science Edition);2003-01
3 CHEN Zhi-yu~1,CHEN Shi-quan~2(1.Faculty of Psychology and Educational Sciences,Katholieke Universiteit Leuven,Leuven,Belgium; 2.Management School,Wuyi University,Jiangmen,529020,China);Cognitive Structure and Knowledge Acquisition of Management System[J];Commercial Research;2006-17
4 LEI Li-zhen;On the Edge Detecting Method of Digital Image[J];Bulletin of Surveying and Mapping;2006-03
5 WEI Zhi-wen, CHENG Lin, LAI Ji-tao and et al. / / Guiyang Investigation and Design Institute;Application of some statistical criteria in safety monitoring data processing[J];Dam & Safety;2009-01
6 ZHANG Xin-feng, SHEN Lan-sun ( Signal & Information Processing Laboratory, Beijing Polytechnic University, Beijing 100022, China );Survey on the Image Segmentation[J];Journal of Circuits and Systems;2004-02
7 Peng Guofu,Lin Zhenghao(Tongji University,Shanghai 200092,China);A Study on Gamma Correction and Its Implementation in Image Processing[J];Electronic Engineer;2006-02
8 CHEN Shi-quan (Inst. of Intelligence Technology & Systems,Wuyi University,Jiangmen 529020,China);Fuzzy Sets Theory and its Relevant Issue Dealt With Narrow Fuzziness[J];Journal of Liaoning Technical University (Natural Science Edition);2001-05
9 XIAO Jian-hua 1,WU Jin-pei 2,YANG Shu-zi 1 (1. School of Mechanics,Huazhong University of Science & Technology,Wuhan 430074,China; 2. Institute of Intelligent Technology & Systems,Wuyi University,Jiangmen 529020,China);Attribute Reduction based on Heuristic Knowledge and Its Application on Evaluation System[J];Systems Engineering;2002-01
10 SUN You-fa,CHEN Shi-quan,WU Jin-pei (Wuyi University,Jiangmen 529020,China);Inconsistent Self-Adaptive Genetic Algorithm and Its Application[J];Systems Engineering;2002-06
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 ;Public policy research about the process of migrants relocation from Three Gorges Project[J];Electric Power Technology and Environmental Protection;2010-01
2 Liang Jiahai,Huang Xueyan,Zhao Rongyang,Huang Yu(Department of Mathematics and Computer Science,Qinzhou University,Qinzhou 535000,China);Research of Digital Control Technology with AGV Running State Based on Vision[J];Computer Measurement & Control;2010-12
3 LI Xiao-liang1,2(1.College of Water Conservancy & Civil Engineering,China Agricultural University,Beijing 100083; 2.Beijing Water Technical Center,Beijing 100073,China);Monitoring & Evaluation Methods of Later Stage Supporting Effect in Large and Medium-sized Reservoir[J];Computer Simulation;2011-07
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved