Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Applications and Software》 2005-05
Add to Favorite Get Latest Update


Hou Huifang Liu Suhua (Department of Computer Science,Zhengzhou Institute of Technology,Zhengzhou Hena n 450052,China)  
The traditional Support Vector Machine s only deal with the binary classification.It has difficulty in solving the multi - class Atmosphere Quality Assessment problems.This paper presents an Atmosphere Q uality Assessment classification algorithm which is based on SVM-decision bina ry tree.This method distributes classifier to each nodes which constitutes multi -class SVM.It can reduce the number of SVM classifier and duplicating training samples.The experiment shows that this method is precised.
【Fund】: 河南省科技攻关项目(编号:0224010011)
【CateGory Index】: X823
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 6 Hits
1 ZHANG Jun-qing(Shanxi Electric Power Research Institute,Taiyuan,shanxi 030001,China);Research on Electrical Energy Customer Credit Evaluation[J];Shanxi Electric Power;2008-05
2 ZHU Yaping,WU Qiang(School of Computer & Communication,Hu'nan Univ.,Changsha 410000,China);Computer-aided method of credit management complaints in quality supervision fields[J];Computer Aided Engineering;2009-02
3 ZHANG Ya-juan,KANG Mu-ning,DENG Zheng-hong,FAN Wei(School of Computer Science,Northwestern Polytechnical University,Xi'an 710072,China);Research on air quality assessment based on dynamic multi branch tree[J];Application Research of Computers;2007-11
4 Han Shunjie Zhao Dingxuan (Jilin University);Application of Shift Decision for Automatic Transmission of Engineering Vehicle Based on Multi-class Classification SVM[J];Transactions of the Chinese Society for Agricultural Machinery;2007-02
5 ZHANG Xiao-ping,YANG Jie-ming(Institute of Mechanical and Electronic Engineering,Taiyuan University of Technology,Taiyuan 030024,China);A New Algorithm of Generating Binary Tree on Multiclass Classification Methods for Support Vector Machines[J];Mechanical Engineering & Automation;2007-03
6 Li Min1,2 Yang Jieming1 Zhang Xiaoping1(1 Research Institute of Mechano-Electronic Engineering,Taiyuan University of Technology Taiyuan,030021,China)(2 Shanxi Science and Technology Department Taiyuan,030024,China);Multi-Fault Classification Algorithm Based on Inter-Class Separability and Support Vecton Machine[J];Journal of Vibration, Measurement & Diagnosis;2009-01
Chinese Journal Full-text Database 2 Hits
1 WANG Jian fen, CAO Yuan da (Dept. of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081, China);The Application of Support Vector Machine in Classifying Large Namber of Catalogs[J];Journal of Beijing Institute of Technology;2001-02
2 Deng Chaobin(Guangxi Beihai Marine Environmental Monitoring Centre);Fuzzy Decision and the Atmosphere Environmental Quality Assessment[J];Environmental Pollution & Control;1992-04
Chinese Journal Full-text Database 10 Hits
1 SUN Xichen 1) HE Renya 2) FENG Jufu 1) ( 1) National Lab on Machine Perception, Peking University, Beijing, 100871; 2) School of Mathematical Sciences, Peking University, Beijing, 100871 );A Novel Classification Method—AMC-ASVM[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2007-01
2 Dou Junfeng,Zhou Zhenyang (Chongqing University,Chongqing,400045);Application of Principle Component Analysis Method in Comprehensive Assessment of Atmospheric Environmental Quality[J];Chongqing Environmental Science;2001-02
3 Chen Zongming;Air Pollution Forecast,a Key Measure for Sustainable Urban Development[J];URBAN STUDIES;1997-05
4 ZHAI Yongjie,WANG Dongfeng,HANPu(North China Electric Power Univ. Baoding 071003, China);Multi-Class Support Vector Machines for Fault Diagnosis of Turbogenerator Unit[J];Power Engineering;2003-05
5 LI Xiang,YANG Shu-xia,HUANG Chen-feng (SchoolofBusinessAdministration,NorthChinaElectricPowerUniversity,ChangpingDistrict,Beijing102206,China);EVALUATION OF ELECTRICITY CUSTOMERS CREDIT BASED ON FUZZY MULTI-ATTRIBUTE DECISION MAKING METHOD[J];Power System Technology;2004-21
6 Ding Aiming(Hohai University,Nanjing 210098,China);Process of Extracting the MFCC in Speaker Recognition[J];Electronic Engineer;2006-01
7 LI Dihong, Dai Chengqin, Wang Rongguo, et al.;Comprehensive Appraisal of Quality of Composite Products[J];POWER SYSTEM ENGINEERING;1998-04
8 CAI Li-jun~(1,2),LIN Ya-ping~(2,1),LU Xin-guo~1,YI Ye-qing~1,LI Xiao-long~1(1.School of Computer and Communication,Hunan University,Changsha,Hunan 410082,China;2.School of Software,Hunan University,Changsha,Hunan 410082,China);Gene Clustering Based on Genetic Algorithm[J];Acta Electronica Sinica;2006-11
9 ZHANG Le-feng, YU Hua, XIA Sheng-ping, HU Wei-dong, YU Wen-xian;Research on RSOM Algorithm and Its Application[J];Journal of Fudan University;2004-05
10 ZHOU Yan-ru, LI Li-zheng, LI Shu-min(Tangshan Municipal Environment Monitoring Centre, Tangshan 063000);Study on Air Environment Quality: Key Pollution Factors and Change Tendency[J];Environmental Science and Technology;2003-S2
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 WANG Xiao-feng a,QIN Yu-ping b (a.Dept.of Mathematics b.College of Information Science and Engineering,Bohai University,Jinzhou 121013,China);Research on SVM Multi-class Classification Based on Binary tree[J];Journal of Hunan Institute of Engineering(Natural Science Edition);2008-03
2 XIE Zhi-qiang1,GAO Li1,YANG Jing2(1.School of Computer Science & Technology,Harbin University of Science & Technology,Harbin 150080,China;2.College of Computer Science & Technology,Harbin Engineering University,Harbin 150001,China);SVM multi-class classification algorithm based on full-binary tree of sphere-structured[J];Application Research of Computers;2008-11
3 Tian Youwen,Niu Yan(College of Information and Electrical Engineering,Shenyang Agricultural University,Shenyang 110161,China);Applied Research of Support Vector Machine on Recognition of Cucumber Disease[J];Journal of Agricultural Mechanization Research;2009-03
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Ma Xianyao Li Jianping (Huazhong University of Science and Technology);The Quantitative Analysis of Surface Uniformity for Laser Alloying Material[J];Mathematica Applicata;1989-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved