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Volumn 8774, Issue , 2014, Pages 83-92

Majority-class aware support vector domain oversampling for imbalanced classification problems

Author keywords

Imbalanced classification; Kernel methods; One class SVM

Indexed keywords

NEURAL NETWORKS; PATTERN RECOGNITION;

EID: 84910051360     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-11656-3_8     Document Type: Conference Paper
Times cited : (5)

References (20)
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    • (2004) ECML 2004. LNCS (LNAI) , vol.3201 , pp. 39-50
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  • 7
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    • Data imbalance in surveillance of nosocomial infections
    • In: Perner, P., Brause, R., Holzhütter, H.-G. (eds.), Springer, Heidelberg
    • Cohen, G., Hilario, M., Sax, H., Hugonnet, S.: Data imbalance in surveillance of nosocomial infections. In: Perner, P., Brause, R., Holzhütter, H.-G. (eds.) ISMDA 2003. LNCS, vol. 2868, pp. 109-117. Springer, Heidelberg (2003)
    • (2003) ISMDA 2003. LNCS , vol.2868 , pp. 109-117
    • Cohen, G.1    Hilario, M.2    Sax, H.3    Hugonnet, S.4
  • 9
    • 27144501672 scopus 로고    scopus 로고
    • Borderline-SMOTE: A new over-sampling method in imbalanced data sets learning
    • In: Huang, D.-S., Zhang, X.-P., Huang, G.-B. (eds.), Springer, Heidelberg
    • Han, H., Wang, W.-Y., Mao, B.-H.: Borderline-SMOTE: A new over-sampling method in imbalanced data sets learning. In: Huang, D.-S., Zhang, X.-P., Huang, G.-B. (eds.) ICIC 2005. LNCS, vol. 3644, pp. 878-887. Springer, Heidelberg (2005)
    • (2005) ICIC 2005. LNCS , vol.3644 , pp. 878-887
    • Han, H.1    Wang, W.-Y.2    Mao, B.-H.3
  • 10
    • 33846046907 scopus 로고    scopus 로고
    • A kernel-based two-class classifier for imbalanced data sets
    • Hong, X., Chen, S., Harris, C.: A kernel-based two-class classifier for imbalanced data sets. IEEE Transactions on Neural Networks 18(1), 28-41 (2007)
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.1 , pp. 28-41
    • Hong, X.1    Chen, S.2    Harris, C.3
  • 14
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    • Extreme re-balancing for svms: A case study
    • Raskutti, B., Kowalczyk, A.: Extreme re-balancing for svms: A case study. SIGKDD Explor. Newsl. 6(1), 60-69 (2004)
    • (2004) SIGKDD Explor. Newsl , vol.6 , Issue.1 , pp. 60-69
    • Raskutti, B.1    Kowalczyk, A.2
  • 20
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    • Improving SVM classification with imbalance data set
    • In: Leung, C.S., Lee, M., Chan, J.H. (eds.), Springer, Heidelberg
    • Zeng, Z.-Q., Gao, J.: Improving SVM classification with imbalance data set. In: Leung, C.S., Lee, M., Chan, J.H. (eds.) ICONIP 2009, Part I. LNCS, vol. 5863, pp. 389-398. Springer, Heidelberg (2009)
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    • Zeng, Z.-Q.1    Gao, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.