메뉴 건너뛰기




Volumn , Issue , 2009, Pages 294-300

Incremental and decremental multi-category classification by support vector machines

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; DECISION FUNCTIONS; EXPERIMENTAL DATA; KKT CONDITION; MULTI-CATEGORY CLASSIFICATION; NON-STATIONARY ENVIRONMENT; OPTIMIZATION PROBLEMS; SUPPORT VECTOR CLASSIFIERS;

EID: 77950856315     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2009.114     Document Type: Conference Paper
Times cited : (17)

References (18)
  • 1
    • 0012018345 scopus 로고
    • Technical report, Departments of Computer Science and of Mathematics and Statistics, James Cook University of North Queensland
    • S. Aeberhard, D. Coomans, and O. de Vel. Comparison of classifiers in high dimensional settings. Technical report, Departments of Computer Science and of Mathematics and Statistics, James Cook University of North Queensland, 1992.
    • (1992) Comparison of Classifiers in High Dimensional Settings
    • Aeberhard, S.1    Coomans, D.2    De Vel, O.3
  • 5
    • 0036568032 scopus 로고    scopus 로고
    • On the learnability and design of output codes for multiclass problems
    • K. Crammer and Y. Singer. On the learnability and design of output codes for multiclass problems. Machine Learning, 47(2):201-233, 2002.
    • (2002) Machine Learning , vol.47 , Issue.2 , pp. 201-233
    • Crammer, K.1    Singer, Y.2
  • 6
    • 0141496132 scopus 로고    scopus 로고
    • Ultraconservative online algorithms for multiclass problems
    • K. Crammer and Y. Singer. Ultraconservative online algorithms for multiclass problems. JMLR, 2003.
    • (2003) JMLR
    • Crammer, K.1    Singer, Y.2
  • 8
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problem
    • R. A. Fisher. The use of multiple measurements in taxonomic problem. Annals of Eugenics, 7:179-188, 1936.
    • (1936) Annals of Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 9
    • 0035363672 scopus 로고    scopus 로고
    • From few to many: Illumination cone models for face recognition under variable lighting and pose
    • A. Georghiades, P. Belhumeur, and D. Kriegman. From few to many: Illumination cone models for face recognition under variable lighting and pose. IEEE Trans. Pattern Anal. Mach. Intelligence, 23(6):643-660, 2001.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intelligence , vol.23 , Issue.6 , pp. 643-660
    • Georghiades, A.1    Belhumeur, P.2    Kriegman, D.3
  • 10
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • DOI 10.1109/72.991427, PII S1045922702018052
    • C. Hsu and C. Lin. A comparison of methods for multiclass support vector machines. IEEE Transactions on Neural Networks, 13:415-425, 2002. (Pubitemid 34475042)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 12
    • 2142775432 scopus 로고    scopus 로고
    • Multicategory support vector machines: Theory and application to the classification of microarray data and satellite radiance data
    • Y. Lee, Y. Lin, and G. Wahba. Multicategory support vector machines : Theory and application to the classification of microarray data and satellite radiance data. Journal of the American Statistical Association, 99(465):67-81, 2004.
    • (2004) Journal of the American Statistical Association , vol.99 , Issue.465 , pp. 67-81
    • Lee, Y.1    Lin, Y.2    Wahba, G.3
  • 15
    • 0032523506 scopus 로고    scopus 로고
    • Properties of support vector machines
    • M. Pontil and A. Verri. Properties of support vector machines. Neural Computation, 10:955-974, 1997.
    • (1997) Neural Computation , vol.10 , pp. 955-974
    • Pontil, M.1    Verri, A.2
  • 18
    • 0003425673 scopus 로고    scopus 로고
    • Technical report, Royal Holloway, University of London, Department of Computer Science
    • J. Weston and C. Watkins. Multi-class support vector machines. Technical report, Royal Holloway, University of London, Department of Computer Science, 1998.
    • (1998) Multi-Class Support Vector Machines
    • Weston, J.1    Watkins, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.