메뉴 건너뛰기




Volumn , Issue , 2008, Pages 2049-2054

Investigation of nonlinear orthogonal signal correction algorithm and its effects on multivariate calibration

Author keywords

Kernel partial least squares (KPLS); Kernel principal component regression (KPCR; Linear OSC; Multivariate calibration; Nonlinear orthogonal signal correction (KOSC)

Indexed keywords

KERNEL PARTIAL LEAST SQUARES (KPLS); KERNEL PRINCIPAL COMPONENT REGRESSION (KPCR; LINEAR OSC; MULTIVARIATE CALIBRATION; NONLINEAR ORTHOGONAL SIGNAL CORRECTION (KOSC);

EID: 64549155570     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICARCV.2008.4795846     Document Type: Conference Paper
Times cited : (2)

References (26)
  • 2
    • 0141812475 scopus 로고    scopus 로고
    • An evaluation of orthogonal signal correction applied to calibration transfer of near infrared spectra
    • J. Sjöblom, O, Svensson, M. Josefson, H. Kullberg, and S. Wold, "An evaluation of orthogonal signal correction applied to calibration transfer of near infrared spectra," Chemom. Intell. Lab. Syst., 1998; 44:229-244.
    • (1998) Chemom. Intell. Lab. Syst , vol.44 , pp. 229-244
    • Sjöblom, J.1    Svensson, O.2    Josefson, M.3    Kullberg, H.4    Wold, S.5
  • 4
    • 0033982350 scopus 로고    scopus 로고
    • On orthogonal signal correction
    • T. Fearn. "On orthogonal signal correction," Chemom. Intell. Lab. Syst., 2000; 50: 47-52.
    • (2000) Chemom. Intell. Lab. Syst , vol.50 , pp. 47-52
    • Fearn, T.1
  • 6
    • 0036083139 scopus 로고    scopus 로고
    • Orthogonal projection to latent structures, OPLS
    • J. Trygg, S. Wold. "Orthogonal projection to latent structures, OPLS," J. Chemom., 2002; 16:119-128.
    • (2002) J. Chemom , vol.16 , pp. 119-128
    • Trygg, J.1    Wold, S.2
  • 7
    • 29944434549 scopus 로고    scopus 로고
    • Simultaneous spectrophotometric determination of iron, nickel and cobalt in micellar media by using direct orthogonal signal correction-partial least squares method
    • Zarei K, Atabati M, and Malekshabani Z. "Simultaneous spectrophotometric determination of iron, nickel and cobalt in micellar media by using direct orthogonal signal correction-partial least squares method," Anal. Chim. Acta., 2006; 556: 247-254.
    • (2006) Anal. Chim. Acta , vol.556 , pp. 247-254
    • Zarei, K.1    Atabati, M.2    Malekshabani, Z.3
  • 8
    • 33645299017 scopus 로고    scopus 로고
    • Conductometric simultaneous determination of acetic acid, monochloroacetic acid and trichloroacetic acid using orthogonal signal correction-partial least squares
    • Ghorbani R, Ghasemi J, and Abdollahi B. "Conductometric simultaneous determination of acetic acid, monochloroacetic acid and trichloroacetic acid using orthogonal signal correction-partial least squares," J. Hazard Mater., 2006;A131:13-18.
    • (2006) J. Hazard Mater , vol.A131 , pp. 13-18
    • Ghorbani, R.1    Ghasemi, J.2    Abdollahi, B.3
  • 9
    • 34250314132 scopus 로고    scopus 로고
    • Spectrophotometric simultaneous determination of nitrophenol isomers by orthogonal signal correction and partial least squares
    • Nizai A, and Yazdanipour A. "Spectrophotometric simultaneous determination of nitrophenol isomers by orthogonal signal correction and partial least squares," J. Hazard. Mater., 2007;146:421-427.
    • (2007) J. Hazard. Mater , vol.146 , pp. 421-427
    • Nizai, A.1    Yazdanipour, A.2
  • 10
    • 24044461725 scopus 로고    scopus 로고
    • A novel multivariate regression approach based on kernel partial least squares with orthogonal signal correction
    • K. Kim, J.-M. Lee, and I.-B. Lee. "A novel multivariate regression approach based on kernel partial least squares with orthogonal signal correction," Chemom. Intell. Lab. Syst., 2005;79:22-30.
    • (2005) Chemom. Intell. Lab. Syst , vol.79 , pp. 22-30
    • Kim, K.1    Lee, J.-M.2    Lee, I.-B.3
  • 11
    • 0036083363 scopus 로고    scopus 로고
    • An investigation of orthogonal signal correction algorithms and their characteristics
    • O. Svensson, T. Kourti and J.F. MacGregor. "An investigation of orthogonal signal correction algorithms and their characteristics," J. Chemom., 2002;16:176-188.
    • (2002) J. Chemom , vol.16 , pp. 176-188
    • Svensson, O.1    Kourti, T.2    MacGregor, J.F.3
  • 12
    • 38149123976 scopus 로고    scopus 로고
    • The application of direct orthogonal signal correction for linear and non-linear multivariate calibration
    • D.Z. Zhu, C.Y. Meng, B.L. Shi, Z.H. Tu, and Z.S. Qing, "The application of direct orthogonal signal correction for linear and non-linear multivariate calibration," Chemom. Intell. Lab. Syst., 2008;90:108-115.
    • (2008) Chemom. Intell. Lab. Syst , vol.90 , pp. 108-115
    • Zhu, D.Z.1    Meng, C.Y.2    Shi, B.L.3    Tu, Z.H.4    Qing, Z.S.5
  • 14
    • 0004063090 scopus 로고    scopus 로고
    • Prentice-Hall: Englewood Cliffs, NJ;
    • S. Haykin, Neural Networks. Prentice-Hall: Englewood Cliffs, NJ; 1999.
    • (1999) Neural Networks
    • Haykin, S.1
  • 15
    • 34249753618 scopus 로고
    • Support vector networks
    • C. Cortes, and V. N. Vapnik, "Support vector networks," Mach Learn., 1995;20:273-97.
    • (1995) Mach Learn , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.N.2
  • 16
    • 33845623677 scopus 로고    scopus 로고
    • Application of nonlinear feature extraction and support vector machines for fault diagnosis of induction motors
    • A. Widodo, and B.-S. Yang, "Application of nonlinear feature extraction and support vector machines for fault diagnosis of induction motors," Expert. Syst. Appl., 2007;33:241-250.
    • (2007) Expert. Syst. Appl , vol.33 , pp. 241-250
    • Widodo, A.1    Yang, B.-S.2
  • 17
    • 0346911568 scopus 로고    scopus 로고
    • Nonlinear process monitoring using kernel principal component analysis
    • J.-M. Lee, C.K. Yoo, S. W. Choi , P. A. Vanrolleghem, and I.-B. Lee, "Nonlinear process monitoring using kernel principal component analysis," Chem. Eng. Sci., 2004;59:223-234.
    • (2004) Chem. Eng. Sci , vol.59 , pp. 223-234
    • Lee, J.-M.1    Yoo, C.K.2    Choi, S.W.3    Vanrolleghem, P.A.4    Lee, I.-B.5
  • 18
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • B. Schölkopf, A. J. Smola, and K. Muller, "Nonlinear component analysis as a kernel eigenvalue problem," Neural Comput., 1998;10(5):1299-1399.
    • (1998) Neural Comput , vol.10 , Issue.5 , pp. 1299-1399
    • Schölkopf, B.1    Smola, A.J.2    Muller, K.3
  • 19
    • 14544297033 scopus 로고    scopus 로고
    • KPCA plus LDA: A complete kernel Fisher discriminant framework for feature extraction and recognition
    • J. Yang, A. F. Frangi, J.-Y. Yang, D. Zhang, and Z. Jin, "KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition," IEEE T. Pattern. Anal., 2005;27:230-44.
    • (2005) IEEE T. Pattern. Anal , vol.27 , pp. 230-244
    • Yang, J.1    Frangi, A.F.2    Yang, J.-Y.3    Zhang, D.4    Jin, Z.5
  • 20
    • 33847300613 scopus 로고    scopus 로고
    • Kernel PLS regression on wavelet transformed NIR spectra for prediction of sugar content of apple
    • Nicolaï, B.M., Theron, K.I., Lammertyn, J. Kernel PLS regression on wavelet transformed NIR spectra for prediction of sugar content of apple. Chemom. Intell. Lab. Syst., 2007;85:243-252.
    • (2007) Chemom. Intell. Lab. Syst , vol.85 , pp. 243-252
    • Nicolaï, B.M.1    Theron, K.I.2    Lammertyn, J.3
  • 21
    • 0038259120 scopus 로고    scopus 로고
    • Kernel partial least squares regression in reproducing kernel Hilbert space
    • R. Rosipal, and L. J.Trejo, "Kernel partial least squares regression in reproducing kernel Hilbert space," J. Mach. Learn. Res., 2001;2:97-123.
    • (2001) J. Mach. Learn. Res , vol.2 , pp. 97-123
    • Rosipal, R.1    Trejo, L.J.2
  • 22
    • 0034296402 scopus 로고    scopus 로고
    • Generalized discriminant analysis using a kernel approach
    • G. Baudat, and F. Anouar, "Generalized discriminant analysis using a kernel approach," Neural comput., 2000;12(10):2385-2404.
    • (2000) Neural comput , vol.12 , Issue.10 , pp. 2385-2404
    • Baudat, G.1    Anouar, F.2
  • 24
    • 0037624001 scopus 로고    scopus 로고
    • R. Rosipal, Kernel partial least squares for nonlinear regression and discrimination, Neural Netw. World., 2003;13:291-00.
    • R. Rosipal, "Kernel partial least squares for nonlinear regression and discrimination," Neural Netw. World., 2003;13:291-00.
  • 25
    • 0346911568 scopus 로고    scopus 로고
    • Nonlinear process monitoring using kernel principal component analysis
    • J.-M. Lee, C. K. Yoo, S. W. Choi, P. A. Vanrolleghem, and I.-B. Lee, "Nonlinear process monitoring using kernel principal component analysis," Chem. Eng. Sci., 2004;59:223-234.
    • (2004) Chem. Eng. Sci , vol.59 , pp. 223-234
    • Lee, J.-M.1    Yoo, C.K.2    Choi, S.W.3    Vanrolleghem, P.A.4    Lee, I.-B.5
  • 26
    • 11144331636 scopus 로고    scopus 로고
    • Fault detection and identification of nonlinear processes based on kernel PCA
    • S. W. Choi, C. Lee, J.-M. Lee, J. H. Park, and I.-B. Lee, "Fault detection and identification of nonlinear processes based on kernel PCA," Chemom. Intell. Lab. Syst., 2005;75:55-67.
    • (2005) Chemom. Intell. Lab. Syst , vol.75 , pp. 55-67
    • Choi, S.W.1    Lee, C.2    Lee, J.-M.3    Park, J.H.4    Lee, I.-B.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.