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Volumn , Issue , 2010, Pages 931-936

Variable selection: A statistical dependence perspective

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION COEFFICIENT; MEASURES OF DEPENDENCE; MUTUAL INFORMATIONS; REAL WORLD DATA; STATISTICAL DEPENDENCE; VARIABLE SELECTION;

EID: 79952392583     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2010.148     Document Type: Conference Paper
Times cited : (19)

References (13)
  • 1
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • I. Guyon and A. Elisseeff, "An introduction to variable and feature selection," J. Mach. Learn. Res., vol. 3, pp. 1157-1182, 2003.
    • (2003) J. Mach. Learn. Res. , vol.3 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 5
    • 0005472817 scopus 로고
    • On measure of dependence
    • A. Rényi, "On measure of dependence," Acta Mathematica Hungarica, vol. 10, pp. 441-451, 1959.
    • (1959) Acta Mathematica Hungarica , vol.10 , pp. 441-451
    • Rényi, A.1
  • 6
    • 32044469148 scopus 로고    scopus 로고
    • Measuring stochastic dependence using φ-divergence
    • A. C. Micheas and K. Zografos, "Measuring stochastic dependence using φ-divergence," Journal of Multivariate Analysis, vol. 97(3), pp. 765 - 784, 2006.
    • (2006) Journal of Multivariate Analysis , vol.97 , Issue.3 , pp. 765-784
    • Micheas, A.C.1    Zografos, K.2
  • 7
    • 0011812771 scopus 로고    scopus 로고
    • Kernel independent component analysis
    • F. R. Bach and M. I. Jordan, "Kernel independent component analysis," J. Mach. Learn. Res., vol. 3, pp. 1-48, 2002.
    • (2002) J. Mach. Learn. Res. , vol.3 , pp. 1-48
    • Bach, F.R.1    Jordan, M.I.2
  • 8
    • 0000906108 scopus 로고
    • On nonparametric measures of dependence for random variables
    • B. Schweizer and E. F. Wolff, "On nonparametric measures of dependence for random variables," Annals of Statistics, vol. 9-4, pp. 879-885, 1981.
    • (1981) Annals of Statistics , vol.9 , Issue.4 , pp. 879-885
    • Schweizer, B.1    Wolff, E.F.2
  • 11
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information: Criteria of max-dependency, maxrelevance, and min-redundancy
    • August
    • H. Peng, F. Long, and C. Ding, "Feature selection based on mutual information: criteria of max-dependency, maxrelevance, and min-redundancy." IEEE Trans Pattern Anal Mach Intell, vol. 27, no. 8, pp. 1226-1238, August 2005.
    • (2005) IEEE Trans Pattern Anal Mach Intell , vol.27 , Issue.8 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 13
    • 79952393295 scopus 로고    scopus 로고
    • [Online]. Available
    • [Online]. Available: http://archive.ics.uci.edu/ml


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.