메뉴 건너뛰기




Volumn 20, Issue 10, 2005, Pages

Fast incremental learning algorithm for support vector machine

Author keywords

Border vectors; Incremental learning; Support vector machines; Support vectors

Indexed keywords

CLASSIFICATION (OF INFORMATION); ITERATIVE METHODS; LEARNING ALGORITHMS; OPTIMIZATION; SAMPLING; STATISTICAL METHODS;

EID: 27944471896     PISSN: 10010920     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (20)

References (10)
  • 2
    • 0035272287 scopus 로고    scopus 로고
    • An introduction to kernel-based learning algorithms
    • Müller K R, Mika S, Rätsch G, et al. An Introduction to Kernel-based Learning Algorithms [J]. IEEE Trans on Neural Networks, 2001, 12(2): 181-201.
    • (2001) IEEE Trans on Neural Networks , vol.12 , Issue.2 , pp. 181-201
    • Müller, K.R.1    Mika, S.2    Rätsch, G.3
  • 3
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C J C. A tutorial on Support Vector Machines for Pattern Recognition [J]. Knowledge Discovery and Data Mining, 1998, 2(2): 121-167.
    • (1998) Knowledge Discovery and Data Mining , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 4
    • 6344279377 scopus 로고    scopus 로고
    • A novel approach to incremental SVM learning algorithm
    • Zeng W H, Ma J. A Novel Approach to Incremental SVM Learning Algorithm [J]. J of Xiamen University (Natural Science), 2002, 41(6): 687-691.
    • (2002) J of Xiamen University (Natural Science) , vol.41 , Issue.6 , pp. 687-691
    • Zeng, W.H.1    Ma, J.2
  • 5
    • 26844462637 scopus 로고    scopus 로고
    • Research on incremental learning algorithm of support vector machine
    • Li K, Huang H K. Research on Incremental Learning Algorithm of Support Vector Machine [J]. J of Northern Jiaotong University, 2003, 27(5): 34-37.
    • (2003) J of Northern Jiaotong University , vol.27 , Issue.5 , pp. 34-37
    • Li, K.1    Huang, H.K.2
  • 6
    • 0035735569 scopus 로고    scopus 로고
    • An incremental SVM learning algorithm α-ISVM
    • Xiao R, Wang J C, Sun Z X, et al. An Incremental SVM Learning Algorithm α-ISVM[J]. J of Software, 2001, 12(12): 1818-1824.
    • (2001) J of Software , vol.12 , Issue.12 , pp. 1818-1824
    • Xiao, R.1    Wang, J.C.2    Sun, Z.X.3
  • 8
    • 0011921589 scopus 로고    scopus 로고
    • The kernel trick for distances
    • MSR-TR-2000-51, Microsoft Research
    • Schölkopf B. The Kernel Trick for Distances [R]. MSR-TR-2000-51, Microsoft Research, 2000.
    • (2000)
    • Schölkopf, B.1
  • 9
    • 0004094721 scopus 로고    scopus 로고
    • Learning with kernels
    • Berlin: Technische Universität
    • Smola A J. Learning with Kernels [D]. Berlin: Technische Universität, 1998.
    • (1998)
    • Smola, A.J.1
  • 10
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • Cambridge, MA: MIT Press
    • Platt J. Fast Training of Support Vector Machines Using Sequential Minimal Optimization [A]. Advances in Kernel Methods-Support Vector Learning [C]. Cambridge, MA: MIT Press, 1999: 185-208.
    • (1999) Advances in Kernel Methods-Support Vector Learning , pp. 185-208
    • Platt, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.