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Volumn , Issue , 2005, Pages

Result analysis of the NIPS 2003 feature selection challenge

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; NEURAL NETWORKS;

EID: 84898964855     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (257)

References (17)
  • 1
    • 0031334221 scopus 로고    scopus 로고
    • Selection of relevant features and examples in machine learning
    • December
    • A. Blum and P. Langley. Selection of relevant features and examples in machine learning. Artificial Intelligence, 97(1-2):245-271, December 1997.
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 245-271
    • Blum, A.1    Langley, P.2
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Leo Breiman. Bagging predictors. Machine Learning, 24(2):123-140, 1996.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Leo Breiman. Random forests. Machine Learning, 45(1):5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 7
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • March
    • I. Guyon and A. Elisseeff. An introduction to variable and feature selection. JMLR, 3:1157-1182, March 2003.
    • (2003) JMLR , vol.3 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 9
    • 33745891586 scopus 로고    scopus 로고
    • Springer-Verlag, In preparation. See also on-line supplementary material: http://clopinet.com/isabelle/Projects/NIPS2003/analysis.html
    • I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, Editors. Feature Extraction, Foundations and Applications. Springer-Verlag, http://clopinet.com/ isabelle/Projects/NIPS2003/call-for-papers.html, In preparation. See also on-line supplementary material: http://clopinet.com/isabelle/Projects/NIPS2003/ analysis.html.
    • Feature Extraction, Foundations and Applications
    • Guyon, I.1    Gunn, S.2    Nikravesh, M.3    Zadeh, L.4
  • 11
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature selection
    • December
    • R. Kohavi and G. John. Wrappers for feature selection. Artificial Intelligence, 97(1-2):273-324, December 1997.
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 273-324
    • Kohavi, R.1    John, G.2
  • 14
    • 0003611509 scopus 로고    scopus 로고
    • Number 118 in Lecture Notes in Statistics. Springer-Verlag, New York
    • R. M. Neal. Bayesian Learning for Neural Networks. Number 118 in Lecture Notes in Statistics. Springer-Verlag, New York, 1996.
    • (1996) Bayesian Learning for Neural Networks
    • Neal, R.M.1
  • 15
    • 33748700867 scopus 로고    scopus 로고
    • Defining priors for distributions using dirichlet diffusion trees
    • Dept. of Statistics, March
    • R. M. Neal. Defining priors for distributions using dirichlet diffusion trees. Technical Report 0104, Dept. of Statistics, University of Toronto, March 2001.
    • (2001) Technical Report 0104, University of Toronto
    • Neal, R.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.