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Volumn , Issue , 2008, Pages 736-739

A rough set based minority class oriented learning algorithm for highly unbalanced data sets

Author keywords

[No Author keywords available]

Indexed keywords

EDUCATION; FUZZY SETS; LEARNING SYSTEMS; ROUGH SET THEORY; SET THEORY;

EID: 57949116006     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GRC.2008.4664705     Document Type: Conference Paper
Times cited : (8)

References (13)
  • 4
    • 0033716564 scopus 로고    scopus 로고
    • Wang G.Y., Fisher P.S., Rule generation based on rough set theory,In: Proceedings of SPIE 4057, 2000, 181-189
    • Wang G.Y., Fisher P.S., Rule generation based on rough set theory,In: Proceedings of SPIE 4057, 2000, 181-189
  • 5
    • 0033345951 scopus 로고    scopus 로고
    • Rule extraction based on rough set theory and its application to medical data analysis
    • Nakayama, H.; Hattori, Y.; Ishii, R.Rule extraction based on rough set theory and its application to medical data analysis, In: Proceedingsof IEEE International Conference on SMC, Volume 5, 1999 924 - 929
    • (1999) Proceedingsof IEEE International Conference on SMC , vol.5 , pp. 924-929
    • Nakayama, H.1    Hattori, Y.2    Ishii, R.3
  • 6
    • 33746712244 scopus 로고    scopus 로고
    • Decision Rules Extraction Strategy Based on Bit Coded Discernibility Matrix
    • Springer-Verlag
    • Yuxia Qiu , Keming Xie and Gang Xie, Decision Rules Extraction Strategy Based on Bit Coded Discernibility Matrix, LNAI 4062, 2006, Springer-Verlag
    • (2006) LNAI , vol.4062
    • Qiu, Y.1    Xie, K.2    Xie, G.3
  • 7
    • 33845536164 scopus 로고    scopus 로고
    • The class imbalance problem: A systematic study
    • Japkowicz N. and Stephen, S. The class imbalance problem: A systematic study. Intelligent Data Analysis. 2002,6(5).
    • (2002) Intelligent Data Analysis , vol.6 , Issue.5
    • Japkowicz, N.1    Stephen, S.2
  • 12
    • 34447118136 scopus 로고    scopus 로고
    • An algorithm for computation of a core for unbalanced classification data
    • YANG Ming, YANG Ping, An algorithm for computation of a core for unbalanced classification data, Control and Decision, 2007,22(06)
    • (2007) Control and Decision , vol.22 , Issue.6
    • Ming, Y.A.N.G.1    Ping, Y.A.N.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.