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Volumn , Issue , 2009, Pages 2250-2255

Support vector Self-Organizing learning for imbalanced medical data

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LEARNING; DATA SETS; IMBALANCED DATA; MEDICAL DATA; SELF-ORGANIZING LEARNING; SUPPORT VECTOR; WEIGHT VECTOR;

EID: 70449409316     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2009.5178794     Document Type: Conference Paper
Times cited : (9)

References (25)
  • 2
    • 30044442775 scopus 로고    scopus 로고
    • Solving the Problem of Imbalanced Dataset in the Prediction of Membrane Protein Types Based on Weighted SVM
    • G. P. Liu, L. X. Yao, and J. Yang, "Solving the Problem of Imbalanced Dataset in the Prediction of Membrane Protein Types Based on Weighted SVM, " Journal of Shanghai Jiaotong University, 2005 pp. 1676-1684.
    • (2005) Journal of Shanghai Jiaotong University , pp. 1676-1684
    • Liu, G.P.1    Yao, L.X.2    Yang, J.3
  • 4
    • 0031998121 scopus 로고    scopus 로고
    • Machine learning for the detection of oil spills in satellite radar images
    • M. Kubat, R. Holte, and S. Matwin, "Machine learning for the detection of oil spills in satellite radar images, " Machine Learning, 1998 pp. 195-215
    • (1998) Machine Learning , pp. 195-215
    • Kubat, M.1    Holte, R.2    Matwin, S.3
  • 5
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • C. L. Blake, and C. J. Merz, "UCI Repository of machine learning databases, " Irvine, CA: University of California, Department of Information and Computer Science, 1998.
    • (1998) UCI Repository of machine learning databases
    • Blake, C.L.1    Merz, C.J.2
  • 7
    • 27144549260 scopus 로고    scopus 로고
    • Editorial: Special issue on learning from imbalanced data sets
    • N. V. Chawla, N. Japkowicz, and A. Kolcz, "Editorial: special issue on learning from imbalanced data sets, " SIGKDD Explorations, 6 (1), pp. 1-6.2004
    • (2004) SIGKDD Explorations , vol.6 , Issue.1 , pp. 1-6
    • Chawla, N.V.1    Japkowicz, N.2    Kolcz, A.3
  • 11
    • 20844458491 scopus 로고    scopus 로고
    • Mining with rarity: A unifying framework
    • G. M. Weiss, "Mining with rarity: A unifying framework, " SIGKDD Explorations, 6 (1) 2004 pp 7-19
    • (2004) SIGKDD Explorations , vol.6 , Issue.1 , pp. 7-19
    • Weiss, G.M.1
  • 13
    • 70449335909 scopus 로고    scopus 로고
    • A. V. D. Bosch, T. Weijters, H. J. V. D. Herik, and W. Daelemans., When small disjuncts abound, try lazy learning:A case study, In Proc. of the Seventh Belgian-Dutch Conference on Machine Learning, 1997 pp. 109-118.
    • A. V. D. Bosch, T. Weijters, H. J. V. D. Herik, and W. Daelemans., "When small disjuncts abound, try lazy learning:A case study, " In Proc. of the Seventh Belgian-Dutch Conference on Machine Learning, 1997 pp. 109-118.
  • 15
    • 58349090428 scopus 로고    scopus 로고
    • Cluster-based under-sampling approaches for imbalanced data distribution
    • S. J. Yen, and Y. S. Lee. "Cluster-based under-sampling approaches for imbalanced data distribution, " Expert System with Applications, 36, pp 5718-5727, 2009
    • (2009) Expert System with Applications , vol.36 , pp. 5718-5727
    • Yen, S.J.1    Lee, Y.S.2
  • 18
    • 0001972236 scopus 로고    scopus 로고
    • Addressing the Course of Imbalanced Training Sets: One-sided Selection,
    • M. Kubat, and S. Matwin, "Addressing the Course of Imbalanced Training Sets: One-sided Selection, " In ICML, 1997, pp. 179-186.
    • (1997) In ICML , pp. 179-186
    • Kubat, M.1    Matwin, S.2
  • 21
    • 27144540575 scopus 로고    scopus 로고
    • Class imbalances versus small disjuncts
    • T. Jo and N. Japkowicz. "Class imbalances versus small disjuncts, " ACM SIGKDD Explorations, 6 (1), pp. 40-49, 2004
    • (2004) ACM SIGKDD Explorations , vol.6 , Issue.1 , pp. 40-49
    • Jo, T.1    Japkowicz, N.2
  • 23
    • 84867577175 scopus 로고    scopus 로고
    • The foundations of cost-sensitive learning,
    • international joint conference on artificial intelligence
    • C. Elkan, "The foundations of cost-sensitive learning, " In Proc of the 17th international joint conference on artificial intelligence. 2001 pp. 973-978.
    • (2001) Proc of the 17th , pp. 973-978
    • Elkan, C.1
  • 25
    • 34547673383 scopus 로고    scopus 로고
    • Cost-sensitive boosting for classification of imbalanced data
    • S. Yanmin, S. K. Mohamed, K. C. Andrew Wong and W. Yang. "Cost-sensitive boosting for classification of imbalanced data " Pattern Recognition, 40, 2007 pp 3358-3378
    • (2007) Pattern Recognition , vol.40 , pp. 3358-3378
    • Yanmin, S.1    Mohamed, S.K.2    Andrew Wong, K.C.3    Yang, W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.