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《Journal of Anqing Teachers College(Natural Science Edition)》 2009-01
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Research and Application of LS-SVM

FENG Xue-jun (School of Computer and Information Science,Anqing Teachers college,Anqing 246133,China)  
Support Vector Machine,a kind of machine learning mothod,can efficiently solve the classification problem.The method based on SVM and algorithm on LS-SVM are discussed.Then LS-SVM is applied to prediction of an example.The experiment has been finished in MATLAB.The experimental results show that the method is efficient.
【CateGory Index】: TP181
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Chinese Journal Full-text Database 3 Hits
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2 ZHOU Hui-ren,ZHENG Pi-e,ZHAO Chun-xiu(Institute of Systems Engineering, Tianjin University,Tianjin 300072, China);LS-SVM parameters selection based on genetic algorithm and its application in economic forecasting[J];Journal of Computer Applications;2007-06
3 LI Chun-mao, XIAO Jian, ZHANG Yue (School of Electrical Engineering, Southwest Jiaotong University, Chengdu 610031, China);Approach of Adaptive Prediction Control on Networked Control Systems Based on Least-squares Support Vector Machines[J];Journal of System Simulation;2007-15
Chinese Journal Full-text Database 10 Hits
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2 HAN Yong-peng(Shanxi Agricultural University,Taigu,Shanxi 030801);Introduction of the SVM and Its Application in the Dairy Products Classification[J];Journal of Anhui Agricultural Sciences;2009-08
3 FENG Xue-jun (School of Computer and Information Science,Anqing Teachers college,Anqing 246133,China);Application of Grey Theory in Stock Market Predication[J];Journal of Anqing Teachers College(Natural Science Edition);2007-03
4 SONG Hai-bin1, LIU Yun-guo2 (1. No.17 Brigade of graduate, Air Defense Forces Command Academy, Zhengzhou 450052, China; 2. Teaching Brigade, Chongqing Garrison Command, Chongqing 404000, China);Prediction and Control Method Based on Support Vector Machine[J];Ordnance Industry Automation;2006-04
5 MA XiBo YAN AiXia (College of Life Science and Technology,Beijing University of Chemical Technology,Beijing 100029,China);Prediction of the heat capacity and standard enthalpy of alkylbenzenes using a support vector machine[J];Journal of Beijing University of Chemical Technology(Natural Science Edition);2008-02
6 LIU Hua-fu (Department of Computer Science & Technology of Zhangsha University, Zhangsha410003,China);Some Properties of Support Vector Machines Mercer's Nuclear[J];Journal of Beijing Union University;2005-01
7 NI Min,HU Gui-an,DAI Yu(Artillery Academy of PLA,Hefei 230031,China);Application of SVM in UAVs Real-time Route Planning[J];Journal of Chongqing Institute of Technology(Natural Science);2009-05
8 WANG Xiao-yu, YAN Ji-hong, ZANG Xi-zhe, QIN Yong, ZHAO Jie(Robotics Institute, Harbin Institute of Technology, Harbin 150001, China);A Multisensory Data Fusion Method of the Two-Wheeled Self-Balanced Robot[J];Chinese Journal of Sensors and Actuators;2007-03
9 ;Support Vector Machine For Diagnosis Of Mechanical Fault[J];Sensor World;2006-04
10 TIAN Yu-gang1,LUO Shu-ming2,WANG Xin-zhou3,SHI Pei-jun4(1.College of Engineering,China University of Geosciences,Wuhan 430074,China;2.Hubei Institute of City Planning of Jingshan Country,Jingshan 431800,China;3.College of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China;4.Presidential Secretarial,Beijing Normal University,Beijing 100875,China);GPS elevation transform model based on least squares support vector regression[J];Engineering of Surveying and Mapping;2007-04
China Proceedings of conference Full-text Database 6 Hits
1 ZHANG Xiangbo, MEI Guojian, XU Zongchang (Department of Technical Support Engineering, Academy of Armored Force Engineerirng, Beijing, China, 100072);Forecasting Model of Equipment Readiness Based on SVM[A];[C];2008
2 ZHANG Yongsheng,WEI Xinjun,YAN Zhenmin,NAN Haijuan (Department of Food, Henan Institute of Science and Technology, Xinxiang 453003);Simultaneously Determination of three Food Additive in Drink by Multiple Linear Regression Spectrophotometry[A];[C];2008
3 Wang Yongchun (Northeast China Institute of Electric Power Engineering Jilin 132012,China);Application of a Hybrid Model to Short-Term Load Forecasting Based on Svm[A];[C];2005
4 Shi Jun1 Li Lan Lan1 Wang Ming Jun2 1.Department of Mathematics and Physics,China University of Petroleum,Beijing China 2.School of Business Administration,China University of Petroleum,Beijing China 102249;An Artificial Neural Network Model for Spot Price Tendency of Crude Oil in United States[A];[C];2007
5 Xiong Yi1 Guo Sheng hai2 Guan Song Jun1 1.School of Business Administration,China University of Petroleum,Beijing China 102249 2.Department of Mathematics and Physics,China University of Petroleum,Beijing China;An Application of RBF Neural Network Method for the Price Tendency of Europe Brent Crude Oil[A];[C];2007
6 Jiang Dianlin Li Weihua (College of Mechanical & Automotive Engineering,South China University of Technology,Guangzhou,510640);METHOD OF MECHANICAL FAULTS DIAGNOSIS BASED ON TRANSDUCTIVE SUPPORT VECTOR MACHINES[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 8 Hits
1 WU Wei1, CHEN Wei-qiang2, LIU Bo2 ( 1. Dept. of Appl. Math., Dalian Univ. of Technol., Dalian 116024, China; 2. Dept. of Math., Jilin Univ., Jilin 130023, China );Prediction of ups and downs of stoc k market by BP neural networks[J];Journal of Dalian University of Technology;2001-01
2 HU Yong,ZHAO Qin,GAO Jun(School of Computer and Information, Hefei University of Technology, Hefei 230009, China);Application of radial basis function neural network in shape recognition[J];Journal of Hefei University of Technology(Natural Science);2003-01
3 WANG Qing peng TAN Da long CHEN Ning (Robotics Laboratory , Shenyang Institute of Automation ,Chinese Academy of Sciences , Shenyang ,110015);NETWORK TIME-DELAY TEST AND ANALYSIS IN THE CONTROL OF INTERNET-BASED TELEROBOTICS[J];Robot;2001-04
4 Peng Gang Huang Xinhan Jiang Yi (Control Science and Engineering Department ,Huazhong University of Science and Technology,Wuhan430074);The Influences and Solutions of Network Delay and Variable Loads in Teler obotics via Network[J];Computer Engineering and Applications;2002-11
5 Zhou Peiling Tao Xiaoli Fu Zhongqian Peng Hu Wang Xinyue Department of Electronic Science and Technology,University of Science and Technology of China Hefei 230026,P.R.China;Radial Basis Function Neural Networks Based on Genetic Algorithms Used in Stock Prediction[J];Journal of Data Acquisition & Processing;2001-02
6 LI Xi, CAO Guang-yi, ZHU Xin-Jian, MIAO Qing (Institute of Fuel Cell,Shanghai Jiaotong University, Shanghai 200030, China);LS-SVM-based Control Model of Fuel Cell[J];Acta Simulata Systematica Sinica;2005-06
7 ZHAO Yu,XI Hong-sheng,WANG Zi-lei,YANG Jian(School of Information Science and Technology,USTC,Hefei 230027,China);Online Training of SVM for Multiuser Detection[J];Journal of System Simulation;2006-01
8 WANG Jun 1,3, PENG Hong2, XIAO Jian3 (1.School of Electric Information, Xihua University, Chengdu 610031, China; 2.School of Mathematics & Computer Science, Xihua University, Chengdu 610039, China; 3.College of E1ectrical Engineering, Southwest Jiaotong University, Chengdu 610031, China);Nonlinear System Identification using Scaling Kernel Support Vector Regression[J];Journal of System Simulation;2006-09
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