메뉴 건너뛰기




Volumn 34, Issue 10, 2013, Pages 1146-1151

Novel classifier scheme for imbalanced problems

Author keywords

Class imbalance; F measure; Fraud detection; One class SVM; Precision; Recall

Indexed keywords

CLASS IMBALANCE; F-MEASURE; FRAUD DETECTION; ONE CLASS-SVM; PRECISION; RECALL;

EID: 84876534266     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2013.03.012     Document Type: Article
Times cited : (28)

References (20)
  • 2
    • 27144531570 scopus 로고    scopus 로고
    • A study of the behavior of several methods for balancing machine learning training data
    • G.E.A.P.A. Batista, R.C. Prati, and M.C. Monard A study of the behavior of several methods for balancing machine learning training data SIGKDD Explor. Newsl. 6 1 2004 20 29
    • (2004) SIGKDD Explor. Newsl. , vol.6 , Issue.1 , pp. 20-29
    • Batista, G.E.A.P.A.1    Prati, R.C.2    Monard, M.C.3
  • 4
    • 9444297357 scopus 로고    scopus 로고
    • Smoteboost: Improving prediction of the minority class in boosting
    • Knowledge Discovery in Databases: PKDD 2003
    • Chawla, N., Lazarevic, A., Hall, L., 2003. Smoteboost: improving prediction of the minority class in boosting. In: European Conference on Principles and Practice of Knowledge Discovery in Databases, pp. 107-119. (Pubitemid 37231089)
    • (2003) Lecture Notes in Computer Science , Issue.2838 , pp. 107-119
    • Chawla, N.V.1    Lazarevic, A.2    Hall, L.O.3    Bowyer, K.W.4
  • 8
    • 80054737651 scopus 로고    scopus 로고
    • The class imbalance problem in pattern classification and learning
    • García, V., Sanchez, J., Mollineda, R., Alejo, R., Sotoca, J., 2007. The class imbalance problem in pattern classification and learning. In: Congreso Español de Informtica.
    • (2007) Congreso Español de Informtica
    • García, V.1
  • 14
    • 77950188492 scopus 로고    scopus 로고
    • Nontechnical loss detection for metered customers in power utility using support vector machines
    • J. Nagi, and M. Mohamad Nontechnical loss detection for metered customers in power utility using support vector machines IEEE Trans. Power Delivery 25 2 2010
    • (2010) IEEE Trans. Power Delivery , vol.25 , Issue.2
    • Nagi, J.1    Mohamad, M.2
  • 15
    • 32344438970 scopus 로고    scopus 로고
    • Extreme rebalancing for svms: A case study
    • B. Raskutti, and A. Kowalczyk Extreme rebalancing for svms: a case study SIGKDD Explor. 6 1 2004 60 69
    • (2004) SIGKDD Explor. , vol.6 , Issue.1 , pp. 60-69
    • Raskutti, B.1    Kowalczyk, A.2
  • 19
    • 84862183513 scopus 로고    scopus 로고
    • Cost sensitive and preprocessing for classification with imbalanced data-sets: Similar behavior and potential hybridizations
    • Victoria López, Alberto Fernández, M.J.D.J., Herrera, F., 2012. Cost sensitive and preprocessing for classification with imbalanced data-sets: similar behavior and potential hybridizations. In: First International Conference in Pattern Recognition Applications and Methods, vol. 1, pp. 98-107.
    • (2012) First International Conference in Pattern Recognition Applications and Methods , vol.1 , pp. 98-107
    • Victoria, L.1    Alberto, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.