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Volumn , Issue , 2006, Pages 221-226

Random forests feature selection with K-PLS: Detecting ischemia from magnetocardiograms

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE BOOSTING; CARDIOLOGY; DECISION TREES; DISEASES; LEAST SQUARES APPROXIMATIONS; MAGNETOMETERS; NEURAL NETWORKS;

EID: 85015165798     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (14)

References (16)
  • 1
    • 0001098205 scopus 로고
    • Estimation of Principal Components and related Models by Iterative Least Squares
    • R. Krishnaiah, editor, Academic Press, NY
    • H. Wold. Estimation of Principal Components and related Models by Iterative Least Squares. In P.R. Krishnaiah, editor, Multivariate Analysis, pages 391-420. Academic Press, NY, 1966.
    • (1966) Multivariate Analysis , pp. 391-420
    • Wold, H.1
  • 3
    • 0038259120 scopus 로고    scopus 로고
    • Kernel partial least squares regression in reproducing kernel Hillbert spaces
    • R. Rosipal and L. Trejo. Kernel Partial Least Squares Regression in Reproducing Kernel Hillbert Spaces. Journal of Machine Learning Research, 2:97-128, 2001.
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 97-128
    • Rosipal, R.1    Trejo, L.2
  • 7
    • 2442514721 scopus 로고    scopus 로고
    • An optimization perspective on kernel partial least squares regression
    • J. Suykens et al., editor, NATO Science Series, Series III: Computer and System Sciences 190, IOS Press, Amsterdam, The Netherlands
    • K. Bennett and M. Embrechts. An Optimization Perspective on Kernel Partial Least Squares Regression. In J. Suykens et al., editor, Advances in Learning Theory: Methods, Models and Applications, pages 227-249. NATO Science Series, Series III: Computer and System Sciences - Vol. 190, IOS Press, Amsterdam, The Netherlands, 2003.
    • (2003) Advances in Learning Theory: Methods, Models and Applications , pp. 227-249
    • Bennett, K.1    Embrechts, M.2
  • 8
    • 84901570025 scopus 로고    scopus 로고
    • Feature selection via sensitivity analysis with direct kernel PLs
    • I. Guyon and S. Gunn, editors, Springer Verlag
    • M. Embrechts, R. Bress, and R. Kewley. Feature Selection via Sensitivity Analysis with Direct Kernel PLS. In I. Guyon and S. Gunn, editors, Feature Extraction. Springer Verlag, 2005.
    • (2005) Feature Extraction
    • Embrechts, M.1    Bress, R.2    Kewley, R.3
  • 10
    • 0031334221 scopus 로고    scopus 로고
    • Selection of relevant features and examples in machine learning
    • A. Blum and P. Langley. Selection of relevant features and examples in machine learning. Artificial Intelligence, 1-2:245-271, 1997.
    • (1997) Artificial Intelligence , vol.1-2 , pp. 245-271
    • Blum, A.1    Langley, P.2
  • 12
    • 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.