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Volumn 2, Issue , 2004, Pages 949-952

Integrating support vector machines in a hierarchical output space decomposition framework

Author keywords

[No Author keywords available]

Indexed keywords

BINARY DECISION TREES; HYPERSPECTRAL DATA; NATURAL CLASS GROUPINGS; SUPPORT VECTOR MACHINES (SVM);

EID: 15944382343     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (78)

References (16)
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    • Skurichina, M.1    Duin, R.2
  • 5
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    • Support-vector networks
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    • Cortes, C.1    Vapnik, V.2
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    • 0036505670 scopus 로고    scopus 로고
    • A comparison on methods for multi-class support vector machines
    • C.-W. Hsu and C.-J. Lin. "A comparison on methods for multi-class support vector machines." IEEE Transactions on Neural Networks, vol. 13, pp. 415-425, 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 8
    • 0036080105 scopus 로고    scopus 로고
    • Hierarchical fusion of multiple classifiers for hyperspectral data analysis
    • S. Kumar, J. Ghosh, and M. Crawford, "Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis." International J. Pattern Analysis and Applications, vol. 5, no. 2, pp. 210-220, 2002.
    • (2002) International J. Pattern Analysis and Applications , vol.5 , Issue.2 , pp. 210-220
    • Kumar, S.1    Ghosh, J.2    Crawford, M.3
  • 10
    • 21144446383 scopus 로고    scopus 로고
    • An empirical comparison of hierarchical vs. two-level approaches to multiclass problems
    • F. Roli, J. Kittler, and T. Windeatt, Eds. LNCS, Springer
    • S. Rajan and J. Ghosh, "An Empirical Comparison of Hierarchical vs. Two-level approaches to Multiclass Problems," in Multiple Classifier Systems, F. Roli, J. Kittler, and T. Windeatt, Eds. LNCS Vol. 3077, Springer, 2004, pp. 283-292.
    • (2004) Multiple Classifier Systems , vol.3077 , pp. 283-292
    • Rajan, S.1    Ghosh, J.2
  • 11
    • 0037138473 scopus 로고    scopus 로고
    • An assessment of support vector machine for land cover classification
    • C. Huang, L. Davis, and J. Townshend, "An Assessment of Support Vector Machine for Land Cover Classification," Int. J. Remote Sensing. vol. 23, no. 4, pp. 725-749, 2002.
    • (2002) Int. J. Remote Sensing , vol.23 , Issue.4 , pp. 725-749
    • Huang, C.1    Davis, L.2    Townshend, J.3
  • 12
    • 15944371001 scopus 로고    scopus 로고
    • Semidefinite optimization
    • Cornell University, Ithaca, NY 14853
    • M. J. Todd, "Semidefinite Optimization," Cornell University, Ithaca, NY 14853, Tech. Rep., 2001.
    • (2001) Tech. Rep.
    • Todd, M.J.1
  • 13
    • 84893574327 scopus 로고
    • Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming
    • M. X. Goemans and D. P. Williamson, "Improved Approximation Algorithms for Maximum Cut and Satisfiability Problems Using Semidefinite Programming," J. Assoc. Comput. Mach., vol. 42, pp. 1115-1145, 1995.
    • (1995) J. Assoc. Comput. Mach. , vol.42 , pp. 1115-1145
    • Goemans, M.X.1    Williamson, D.P.2
  • 16
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    • Random forests
    • L. Breiman, "Random Forests," Machine Learning, vol. 45, no. 1, pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.