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Volumn 115, Issue , 2012, Pages 9-17

Again about partial least squares and feature selection

Author keywords

Randomization test; Significance analysis; UVE PLS

Indexed keywords

ARTICLE; CLASSIFICATION ALGORITHM; CONSTANTS AND COEFFICIENTS; INTERMETHOD COMPARISON; PRIORITY JOURNAL; RANDOMIZATION; REGRESSION COEFFICIENT; SIMULATION; STATISTICAL ANALYSIS; STATISTICAL SIGNIFICANCE; UNINFORMATIVE VARIABLE SELECTION PARTIAL LEAST SQUARE;

EID: 84861193420     PISSN: 01697439     EISSN: 18733239     Source Type: Journal    
DOI: 10.1016/j.chemolab.2012.03.012     Document Type: Article
Times cited : (16)

References (13)
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    • A review of feature selection techniques in bioinformatics
    • Saeys Y., Inza I., Larrañaga P. A review of feature selection techniques in bioinformatics. Bioinformatics 2007, 23:2507-2517.
    • (2007) Bioinformatics , vol.23 , pp. 2507-2517
    • Saeys, Y.1    Inza, I.2    Larrañaga, P.3
  • 3
    • 77958476034 scopus 로고    scopus 로고
    • Compact cancer biomarkers discovery using a swarm intelligence feature selection algorithm
    • Martinez E., Alvarez M.M., Trevino V. Compact cancer biomarkers discovery using a swarm intelligence feature selection algorithm. Computational Biology and Chemistry 2010, 34:244-250.
    • (2010) Computational Biology and Chemistry , vol.34 , pp. 244-250
    • Martinez, E.1    Alvarez, M.M.2    Trevino, V.3
  • 8
    • 0027943145 scopus 로고
    • Comparing the predictive accuracy of models using a simple randomization test
    • van der Voet H. Comparing the predictive accuracy of models using a simple randomization test. Chemometrics and Intelligent Laboratory Systems 1994, 25:313-323.
    • (1994) Chemometrics and Intelligent Laboratory Systems , vol.25 , pp. 313-323
    • van der Voet, H.1
  • 10
    • 33846567624 scopus 로고    scopus 로고
    • Selecting the optimum number of partial least squares components for the regression of attenuated total reflectance-mid-infrared spectra of undesigned kerosene samples
    • Gomez-Carracedo M.P., Andrade J.M., Rutledge D.N., Faber N.M. Selecting the optimum number of partial least squares components for the regression of attenuated total reflectance-mid-infrared spectra of undesigned kerosene samples. Analytica Chimica Acta 2007, 585:253-265.
    • (2007) Analytica Chimica Acta , vol.585 , pp. 253-265
    • Gomez-Carracedo, M.P.1    Andrade, J.M.2    Rutledge, D.N.3    Faber, N.M.4
  • 11
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: a practical and powerful approach to multiple testing
    • Benjamini Y., Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society: Series B 1995, 57:289-300.
    • (1995) Journal of the Royal Statistical Society: Series B , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 13
    • 0027530250 scopus 로고
    • SIMPLS: an alternative approach to partial least squares regression
    • de Jong S. SIMPLS: an alternative approach to partial least squares regression. Chemometrics and Intelligent Laboratory Systems 1993, 18:251-263.
    • (1993) Chemometrics and Intelligent Laboratory Systems , vol.18 , pp. 251-263
    • de Jong, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.