Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Application Research of Computers》 2009-01
Add to Favorite Get Latest Update

Study on combinability of SVM and AdaBoost algorithm

ZHANG Xiao-long,REN Fang(School of Computer Science & Technology,Wuhan University of Science & Technology,Wuhan 430081,China)  
This paper described an algorithm——Boost-SVM,which put SVM into AdaBoost framework,trying to improve the learning accuracy of the SVM algorithm.The experimental results show that the proposed method has a competitive learning ability and acquires better accuracy than SVM.
【Fund】: 国家自然科学基金资助项目(60674115)
【CateGory Index】: TP301.6
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 1 Hits
1 WANG Xiao-dan~1,SUN Dong-yan~(1,2),ZHENG Chun-ying~1,ZHANG Hong-da~1,ZHAO Xue-jun(1.The Missile Institute,Air Force Engineering University,Sanyuan 713800,Shaanxi,China;2.School of Electronic Engineering,Xidian University,Xi′an 710071,Shaanxi,China);A Combined SVM Classifier Based on AdaBoost[J];Journal of Air Force Engineering University(Natural Science Edition);2006-06
Chinese Journal Full-text Database 10 Hits
1 LI Ai-jun, LUO Si-wei, LIU Yun-hui, HUANG hua (School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044,China);Setting Up Neural Network Based on Framework of Information Theory[J];Journal of Northern Jiaotong University;2005-02
2 WANG Yu,MU Zhichun,XU Zhengguang,LUO Jiajia School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China;Multimodal recognition of posed ear and face based on kernel canonical correlation analysis[J];Journal of University of Science and Technology Beijing;2008-10
3 PEI Xiaomei,ZHENG Chongxun Key Laboratory of Biomedical Information Engineering of Education Ministry,Institute of Biomedical Engineering of Xi'an Jiaotong University,Xi'an 710049;Classification of motor imagery tasks based on Adaboost technique[J];Beijing Biomedical Engineering;2008-05
4 LIU Mao (Ordnance Engineering College,Shijiazhuang 050000,China);A recognition scheme of ultra-short signal base on fuzzy neural network[J];Journal of Chengdu University of Information Technology;2007-05
5 LIU Hong-xiu*,LUO De-han,ZHANG Ze-yong(School of Information Engineering,GuangDong Univ.of Tech,GuangZhou 510643,China);Odour Recognition Algorithms for Machine Olfaction System[J];Chinese Journal of Sensors and Actuators;2006-06
6 LIU Hui-min1,WANG Hong-qiang1,LI Xiang1,FU Yao-wen1,SHEN Rong-jun21.Research Institute of Space Electronics Information Technology,National University of Defense Technology,Changsha 410073,China;2.General Armaments Department,Beijing 100720,China;Resilient Global-Adaptive Momentum BP Algorithm for Feature Level Fusion Recognition[J];Chinese Journal of Sensors and Actuators;2008-10
7 YANG Zhen1,2,GU Xingsheng2,LIANG Xiaoyi1,LING Licheng1(1 School of Chemical Engineering,East China University of Science and Technology,Shanghai 200237;2 School of Information Science,East China University of Science and Technology,Shanghai 200237);Study and Application of Pattern Recognition and Neural Networks in Composite Optimization Design[J];Materials Review;2008-08
8 YIN Hongtao,FU Ping,MENG Shengwei(Dept.of Automatic Test and Control,Harbin Institute of Technology,Harbin 150001,China);Face Recognition Based on Local Feature Fusion[J];Journal of Test and Measurement Technology;2006-06
9 TAO Jing,MA Xiao-bo,ZHAO Juan,ZHENG Qing-hua (Ministry of Education Key Lab. for Intelligent Network and Network Security, Xi'an Jiaotong University Xi'an 10049);A Method for Host Abnormal Detection Based on Resource Availability[J];Journal of University of Electronic Science and Technology of China;2007-S3
10 LI Jin-long, WANG Xu-fa (Department of Computer Science and Technology, University of Science and Technology of China, Hefei 230027, China);Relevance feedback approach based on scatter matrix analysis[J];Journal of Circuits and Systems;2008-05
China Proceedings of conference Full-text Database 2 Hits
1 Lin Dazhen, Li Shaozi Computer Science Department, Xiamen University, Xiamen, Fujian 361005, China;A pattern-classification based solution for the recognition of tense of the Chinese language[A];[C];2005
2 WEI Ying-qi,PENG Jin-ye (School of Information Science and Technology,Northwest University,Xi'an 710127,China);A Novel Approach for Feature Extracting based on a Hybrid Model[A];[C];2009
Chinese Journal Full-text Database 10 Hits
1 HA Zhang1,LI Chuanfu2,WANG Jinping2,ZHOU Kangyuan1,YANG Zhensen1 1 Department of Electronic Engineering and Information Science,University of Science and Technology of China,Hefei 230027;2 First Affiliated Hospital of Anhui Traditional Chinses Medicine College,Hefei 230031;A new evaluation method for medical image segmentation[J];Beijing Biomedical Engineering;2008-04
2 ZHANG Yong,WANG Huan,GUO Xiuhua School of Public Health and Family Medicine,Capital Medical University,Beijing 100069;A way of disease diagnosis and its application status depending on texture feature of medical image[J];Beijing Biomedical Engineering;2008-04
3 GU Fang Liu (Institute of Urology, the First Hospital, Beijing Medical University, Beijing 100034, China);Epidemiological survey of benign prostatic hyperplasia and prostate cancer in China[J];Journal of Beijing Medical University;2000-01
4 ZHANG Kai-hua,ZHOU Wen-gang,ZHANG Zhen,ZHENG Xiao-juan(Deptartment of Electronic Engineering and Information Science,University of Science and Technology of China,Hefei 230027,China);Improved C-V Active Contour Model[J];Opto-Electronic Engineering;2008-12
5 LI Ya-jun BAI Ren-ju GAO Shuo (PET-CT Center,General Hospital of Tianjin Medical University,Tianjin 300052,China);The applying of PET imaging in prostate cancer[J];International Journal of Radiation Medicine and Nuclear Medicine;2006-05
6 WANG Tian fu 1 , LI De yu 1 , ZHENG Chang qiong 1 , ZHENG Yi 2 (1.The Center for Biomedical Engineering, Sichuan University, Chengdu 610065, China; 2.Department of Electrical Engineering, Minnesota State University, St.Cloud, MN5630;Segmentation of Medical Ultrasonic Image Using Hybrid Neural Network[J];Space Medicine & Medical Engineering;2001-02
7 YU Jin-hua, WANG Yuan-yuan, SHI Xin-ling.WANG Yuan-yuan. Department of Electronic Engineering, Fudan University, Shanghai 200433, China;Speckle Reduction for Ultrasound Images with Anisotropic Diffusion Based on EM Parameter Estimation Algorithm[J];Space Medicine & Medical Engineering;2007-03
8 ;Research of the VC-Dimension Computation of Neural Networks[J];Computer Science;2000-07
9 SUN Lei,ZHOU Mingquan,GENG Guohua(Department of Computer Science,Northwest University,Xi’an 710069);Mathematic Programming Support Vector Machine Based on Medical Images[J];Computer Engineering;2005-19
10 CHEN Yan-long1, ZHONG Bi-liang2 (1. Department of Basic Courses, Guangzhou Maritime College, Guangzhou 510725; 2. Department of Computer and Information Technology, Guangzhou Maritime College, Guangzhou 510725);Facial Expression Recognition Based on HMM and PSO[J];Computer Engineering;2008-13
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 WANG Xiao-dan, WANG Ji-qin (The Missile Institute, Air Force Engineering University, Sanyuan, Shaanxi 713800, China);Research and Application of Support Vector Machine[J];Journal of Air Force Engineering University(Natural Science Edition);2004-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved