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Volumn 7, Issue , 2009, Pages 89-100

Classification of imbalanced marketing data with balanced random sets

Author keywords

Boosting; Decision trees; Ensemble classifier; Gradient based optimisation; Matrix factorisation; Random forests

Indexed keywords

BINARY TREES; DATA HANDLING; DECISION TREES; FORESTRY; MATRIX ALGEBRA;

EID: 84862311995     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (14)

References (10)
  • 1
    • 54249099241 scopus 로고    scopus 로고
    • Consistency of random forests and other averaging classifiers
    • G. Biau, L. Devroye, and G. Lugosi. Consistency of random forests and other averaging classifiers. Journal of Machine Learning Research, 9:2015-2033, 2007.
    • (2007) Journal of Machine Learning Research , vol.9 , pp. 2015-2033
    • Biau, G.1    Devroye, L.2    Lugosi, G.3
  • 2
    • 0040528764 scopus 로고
    • Multinomial logistic regression algorithm
    • D. Bohning. Multinomial logistic regression algorithm. Ann. Inst. Statist. Math., 44(1):197-200, 1992.
    • (1992) Ann. Inst. Statist. Math. , vol.44 , Issue.1 , pp. 197-200
    • Bohning, D.1
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman. Random forests. Machine Learning, 45(1):5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 4
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman. Bagging predictors. Machine Learning, 24:123-140, 1996.
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 6
    • 67649271550 scopus 로고    scopus 로고
    • A regularised method for selecting nested groups of relevant genes from microarray data
    • C. Mol, S. Mosci, M. Traskine, and A. Verri. A regularised method for selecting nested groups of relevant genes from microarray data. Journal of Computational Biology, 16(5):677-690, 2009.
    • (2009) Journal of Computational Biology , vol.16 , Issue.5 , pp. 677-690
    • Mol, C.1    Mosci, S.2    Traskine, M.3    Verri, A.4
  • 8
    • 47349102423 scopus 로고    scopus 로고
    • Classification of imbalanced data with random sets and mean-variance filtering
    • V. Nikulin. Classification of imbalanced data with random sets and mean-variance filtering. International Journal of Data Warehousing and Mining, 4(2):63-78, 2008.
    • (2008) International Journal of Data Warehousing and Mining , vol.4 , Issue.2 , pp. 63-78
    • Nikulin, V.1
  • 10
    • 38349056637 scopus 로고    scopus 로고
    • Bagging support vector machine for classification of SELDI-ToF mass spectra of ovarian cancer serum samples
    • Springer
    • B. Zhang, T. Pham, and Y. Zhang. Bagging support vector machine for classification of SELDI-ToF mass spectra of ovarian cancer serum samples. In LNAI, volume 4830, pages 820-826. Springer, 2007.
    • (2007) LNAI , vol.4830 , pp. 820-826
    • Zhang, B.1    Pham, T.2    Zhang, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.