메뉴 건너뛰기




Volumn 5519 LNCS, Issue , 2009, Pages 32-41

Multi-class boosting with class hierarchies

Author keywords

[No Author keywords available]

Indexed keywords

ADABOOST; ADABOOST ALGORITHM; BINARY CLASSIFIERS; BOOSTING ALGORITHM; CLASS HIERARCHIES; DATA SETS; MULTI-CLASS;

EID: 70349305437     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02326-2_4     Document Type: Conference Paper
Times cited : (14)

References (15)
  • 1
    • 84983110889 scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Freund, Y., Schapire, R.E.: A decision-theoretic generalization of on-line learning and an application to boosting. In: European Conference on Computational Learning Theory, pp. 23-37 (1995)
    • (1995) European Conference on Computational Learning Theory , pp. 23-37
    • Freund, Y.1    Schapire, R.E.2
  • 2
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Freund, Y., Schapire, R.E.: A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences 55(1), 119-139 (1997)
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 4
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • Schapire, R.E., Singer, Y.: Improved boosting algorithms using confidence-rated predictions. Machine Learning 37(3), 297-336 (1999)
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2
  • 8
    • 0036080105 scopus 로고    scopus 로고
    • Hierarchical fusion of multiple classifiers for hyperspectral data analysis
    • Kumar, S., Ghosh, J., Crawford, M.M.: Hierarchical fusion of multiple classifiers for hyperspectral data analysis. Pattern Analysis & Applications 5(2), 210-220 (2002)
    • (2002) Pattern Analysis & Applications , vol.5 , Issue.2 , pp. 210-220
    • Kumar, S.1    Ghosh, J.2    Crawford, M.M.3
  • 9
    • 21144446383 scopus 로고    scopus 로고
    • Rajan, S., Ghosh, J.: An empirical comparison of hierarchical vs. two-level approaches to multiclass problems. In: Roli, F., Kittler, J., Windeatt, T. (eds.) MCS 2004. LNCS, 3077, pp. 283-292. Springer, Heidelberg (2004)
    • Rajan, S., Ghosh, J.: An empirical comparison of hierarchical vs. two-level approaches to multiclass problems. In: Roli, F., Kittler, J., Windeatt, T. (eds.) MCS 2004. LNCS, vol. 3077, pp. 283-292. Springer, Heidelberg (2004)
  • 10
    • 33947525422 scopus 로고    scopus 로고
    • Margin trees for high-dimensional classification
    • Tibshirani, R., Hastie, T.: Margin trees for high-dimensional classification. J. Mach. Learn. Res. 8, 637-652 (2007)
    • (2007) J. Mach. Learn. Res , vol.8 , pp. 637-652
    • Tibshirani, R.1    Hastie, T.2
  • 11
    • 34250749560 scopus 로고    scopus 로고
    • Multi-class adaboost
    • Tech. rep, Department of Statistics, University of Michigan, Ann Arbor, MI 48109
    • Zhu, J., Rosset, S., Zou, H., Hastie, T.: Multi-class adaboost. Tech. rep., Department of Statistics, University of Michigan, Ann Arbor, MI 48109 (2006)
    • (2006)
    • Zhu, J.1    Rosset, S.2    Zou, H.3    Hastie, T.4
  • 12
    • 33846109957 scopus 로고    scopus 로고
    • Unifying multi-class adaboost algorithms with binary base learners under the margin framework
    • Sun, Y., Todorovic, S., Li, J.: Unifying multi-class adaboost algorithms with binary base learners under the margin framework. Pattern Recogn. Lett. 28(5), 631-643 (2007)
    • (2007) Pattern Recogn. Lett , vol.28 , Issue.5 , pp. 631-643
    • Sun, Y.1    Todorovic, S.2    Li, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.