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Volumn 117, Issue , 2012, Pages 61-69

Pretreatments by means of orthogonal projections

Author keywords

Linear model; Orthogonal projection; Preprocessing; Pretreatment; Subspace

Indexed keywords

ARTICLE; CALIBRATION; DATA BASE; DYNAMICS; LINEAR SYSTEM; MATHEMATICAL MODEL; ORTHOGONAL PROJECTION; PREMEDICATION; PRIORITY JOURNAL; PROCESS TECHNOLOGY; SIGNAL DETECTION; SPECTROSCOPY;

EID: 84867234138     PISSN: 01697439     EISSN: 18733239     Source Type: Journal    
DOI: 10.1016/j.chemolab.2012.02.002     Document Type: Article
Times cited : (39)

References (42)
  • 1
    • 0001681052 scopus 로고
    • The collinearity problem in linear regression, the partial least square (PLS) approach to generalized inverses
    • Wold S., Ruhe A., Wold H., III W.D. The collinearity problem in linear regression, the partial least square (PLS) approach to generalized inverses. Journal on Scientific and Statistical Computing 1984, 5:735-743.
    • (1984) Journal on Scientific and Statistical Computing , vol.5 , pp. 735-743
    • Wold, S.1    Ruhe, A.2    Wold III, H.W.D.3
  • 2
    • 71249149458 scopus 로고    scopus 로고
    • Review of the most common pre-processing techniques for near infrared spectra
    • Rinnan A., VanDenBerg F., Engelsen S. Review of the most common pre-processing techniques for near infrared spectra. TrAC 2009, 28(10):1201-1222.
    • (2009) TrAC , vol.28 , Issue.10 , pp. 1201-1222
    • Rinnan, A.1    VanDenBerg, F.2    Engelsen, S.3
  • 3
    • 0000201510 scopus 로고    scopus 로고
    • Unsupervised interference rejection approach to target detection and classification for hyperspectral imagery
    • Chang C.I., Althouse M.L.G. Unsupervised interference rejection approach to target detection and classification for hyperspectral imagery. Optical Engineering 1998, 37(3):735-743.
    • (1998) Optical Engineering , vol.37 , Issue.3 , pp. 735-743
    • Chang, C.I.1    Althouse, M.L.G.2
  • 5
    • 0028467206 scopus 로고
    • Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach
    • Harsanyi J.C., Chang C.I. Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach. IEEE Transactions on Geoscience and Remote Sensing 1994, 32(4):779-786.
    • (1994) IEEE Transactions on Geoscience and Remote Sensing , vol.32 , Issue.4 , pp. 779-786
    • Harsanyi, J.C.1    Chang, C.I.2
  • 6
    • 0035116225 scopus 로고    scopus 로고
    • Pre-processing method minimizing the need for reference analyses
    • Hansen P.W. Pre-processing method minimizing the need for reference analyses. Journal of Chemometrics 2001, 15:123-131.
    • (2001) Journal of Chemometrics , vol.15 , pp. 123-131
    • Hansen, P.W.1
  • 7
    • 0037616588 scopus 로고    scopus 로고
    • Epo-pls external parameter orthogonalisation of pls, application to temperature-independant measurement of sugar contents in fruits
    • Roger J.M., Chauchard F., Bellon-Maurel V. Epo-pls external parameter orthogonalisation of pls, application to temperature-independant measurement of sugar contents in fruits. Chemometrics and Intelligent Laboratory Systems 2003, 66:191-204.
    • (2003) Chemometrics and Intelligent Laboratory Systems , vol.66 , pp. 191-204
    • Roger, J.M.1    Chauchard, F.2    Bellon-Maurel, V.3
  • 8
    • 2642575685 scopus 로고    scopus 로고
    • Transfer by orthogonal projection: making near infra-red calibrations robust to between-instrument variation
    • Andrew A., Fearn T. Transfer by orthogonal projection: making near infra-red calibrations robust to between-instrument variation. Chemometrics and Intelligent Laboratory Systems 2004, 72:51-56.
    • (2004) Chemometrics and Intelligent Laboratory Systems , vol.72 , pp. 51-56
    • Andrew, A.1    Fearn, T.2
  • 9
    • 32944472427 scopus 로고    scopus 로고
    • Dynamic orthogonal projection, a new method to maintain the on-line robustness of multivariate calibration, application to NIR-based monitoring of wine fermentations
    • Zeaiter M., Roger J.M., Bellon-Maurel V. Dynamic orthogonal projection, a new method to maintain the on-line robustness of multivariate calibration, application to NIR-based monitoring of wine fermentations. Chemometrics and Intelligent Laboratory Systems 2006, 80:227-235.
    • (2006) Chemometrics and Intelligent Laboratory Systems , vol.80 , pp. 227-235
    • Zeaiter, M.1    Roger, J.M.2    Bellon-Maurel, V.3
  • 10
    • 53649092532 scopus 로고    scopus 로고
    • Error removal by orthogonal substraction (eros): a customised pre-treatment for spectroscopic data
    • Zhu Y., Fearn T., Samuel D., Dhar A., Hameed O., Brown S.G., Lovat L.B. Error removal by orthogonal substraction (eros): a customised pre-treatment for spectroscopic data. Journal of Chemometrics 2008, 22:130-134.
    • (2008) Journal of Chemometrics , vol.22 , pp. 130-134
    • Zhu, Y.1    Fearn, T.2    Samuel, D.3    Dhar, A.4    Hameed, O.5    Brown, S.G.6    Lovat, L.B.7
  • 11
    • 0024701578 scopus 로고
    • Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra
    • Barnes R.J., Dhanoa M.S., Lister S.J. Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra. Applied Spectroscopy 1989, 43:772-777.
    • (1989) Applied Spectroscopy , vol.43 , pp. 772-777
    • Barnes, R.J.1    Dhanoa, M.S.2    Lister, S.J.3
  • 12
    • 0001448914 scopus 로고
    • Correction to the description of standard normal variate (snv) and de-trend (dt) transformations in practical spectroscopy with applications in food and beverage analysis, 2nd edition
    • Barnes R.J., Dhanoa M.S., Lister S.J. Correction to the description of standard normal variate (snv) and de-trend (dt) transformations in practical spectroscopy with applications in food and beverage analysis, 2nd edition. Journal of Near Infrared Spectroscopy 1993, 1:185-186.
    • (1993) Journal of Near Infrared Spectroscopy , vol.1 , pp. 185-186
    • Barnes, R.J.1    Dhanoa, M.S.2    Lister, S.J.3
  • 14
    • 33646115172 scopus 로고    scopus 로고
    • Baseline correction by improved iterative polynomial fitting with automatic threshold
    • Gan F., Ruan G., Mo J. Baseline correction by improved iterative polynomial fitting with automatic threshold. Chemometrics and Intelligent Laboratory Systems 2006, 82:59-65.
    • (2006) Chemometrics and Intelligent Laboratory Systems , vol.82 , pp. 59-65
    • Gan, F.1    Ruan, G.2    Mo, J.3
  • 15
    • 57749106533 scopus 로고
    • Method for correcting spectral data for data due to the spectral measurement process itself and estimating unknown property and/or composition data of a sample using such method
    • U.S. patent
    • J.M.Brown, Method for correcting spectral data for data due to the spectral measurement process itself and estimating unknown property and/or composition data of a sample using such method, U.S. patent 5.121.337 (1992).
    • (1992) , vol.121 , Issue.5 , pp. 337
    • Brown, J.M.1
  • 18
    • 0034648795 scopus 로고    scopus 로고
    • Orthogonal signal correction, wavelet analysis and multivariate calibration of complicated process fluorescence data
    • Eriksson L., Trygg J., Johansson E., Bro R., Wold S. Orthogonal signal correction, wavelet analysis and multivariate calibration of complicated process fluorescence data. Analytica Chimica Acta 2000, 420:181-195.
    • (2000) Analytica Chimica Acta , vol.420 , pp. 181-195
    • Eriksson, L.1    Trygg, J.2    Johansson, E.3    Bro, R.4    Wold, S.5
  • 23
    • 1542712026 scopus 로고    scopus 로고
    • Application of wavelet transforms to experimental spectra: smoothing, denoising and data compression
    • Barclay V.J., Bonner R.F., Hamilton I.P. Application of wavelet transforms to experimental spectra: smoothing, denoising and data compression. Analytical Chemistry 1997, 69:78-90.
    • (1997) Analytical Chemistry , vol.69 , pp. 78-90
    • Barclay, V.J.1    Bonner, R.F.2    Hamilton, I.P.3
  • 29
    • 0035972910 scopus 로고    scopus 로고
    • A comparison of orthogonal signal correction and net analyte preprocessing methods, theorical and experimental study
    • Goicoechea H.C., Olivieri A.C. A comparison of orthogonal signal correction and net analyte preprocessing methods, theorical and experimental study. Chemometrics and Intelligent Laboratory Systems 2001, 56:73-81.
    • (2001) Chemometrics and Intelligent Laboratory Systems , vol.56 , pp. 73-81
    • Goicoechea, H.C.1    Olivieri, A.C.2
  • 30
    • 0036083139 scopus 로고    scopus 로고
    • Orthogonal projection to latent structures (o-pls)
    • Trygg J., Wold S. Orthogonal projection to latent structures (o-pls). Journal of Chemometrics 2002, 16(3):119-128.
    • (2002) Journal of Chemometrics , vol.16 , Issue.3 , pp. 119-128
    • Trygg, J.1    Wold, S.2
  • 31
    • 0036083363 scopus 로고    scopus 로고
    • An investigation of orthogonal signal correction algorithms and their characteristics
    • Svensson O., Kourti T., MacGregor J.F. An investigation of orthogonal signal correction algorithms and their characteristics. Journal of Chemometrics 2002, 16(4):176-188.
    • (2002) Journal of Chemometrics , vol.16 , Issue.4 , pp. 176-188
    • Svensson, O.1    Kourti, T.2    MacGregor, J.F.3
  • 32
    • 67649172630 scopus 로고    scopus 로고
    • Opls filtered data can be obtained directly from non-orthogonalized pls1
    • Kemsley E.K., Tapp H.S. Opls filtered data can be obtained directly from non-orthogonalized pls1. Journal of Chemometrics 2009, 23:518-529.
    • (2009) Journal of Chemometrics , vol.23 , pp. 518-529
    • Kemsley, E.K.1    Tapp, H.S.2
  • 33
    • 0000479247 scopus 로고    scopus 로고
    • Net analyte signal calculation in multivariate calibration
    • Lorber A., Faber N.K.M., Kowalski B.R. Net analyte signal calculation in multivariate calibration. Analytical Chemistry 1997, 69(8):1620-1626.
    • (1997) Analytical Chemistry , vol.69 , Issue.8 , pp. 1620-1626
    • Lorber, A.1    Faber, N.K.M.2    Kowalski, B.R.3
  • 35
    • 1042297610 scopus 로고    scopus 로고
    • Theory of net analyze signal vectors in inverse regression
    • Bro R., Andersen C.M. Theory of net analyze signal vectors in inverse regression. Journal of Chemometrics 2003, 17:646-652.
    • (2003) Journal of Chemometrics , vol.17 , pp. 646-652
    • Bro, R.1    Andersen, C.M.2
  • 36
    • 34249079397 scopus 로고    scopus 로고
    • Improvement of calibration models using two successive orthogonal projection methods, application to quantification of wine mannoproteins
    • Boulet J.C., Doco T., Roger J.M. Improvement of calibration models using two successive orthogonal projection methods, application to quantification of wine mannoproteins. Chemometrics and Intelligent Laboratory Systems 2007, 87:295-302.
    • (2007) Chemometrics and Intelligent Laboratory Systems , vol.87 , pp. 295-302
    • Boulet, J.C.1    Doco, T.2    Roger, J.M.3
  • 37
    • 39649086911 scopus 로고    scopus 로고
    • Robust calibration using orthogonal projection and experimental design, application to the correction of the light scattering effect on turbid nir spectra
    • Preys S., Roger J.M., Boulet J.C. Robust calibration using orthogonal projection and experimental design, application to the correction of the light scattering effect on turbid nir spectra. Chemometrics and Intelligent Laboratory Systems 2006, 91:28-33.
    • (2006) Chemometrics and Intelligent Laboratory Systems , vol.91 , pp. 28-33
    • Preys, S.1    Roger, J.M.2    Boulet, J.C.3
  • 38
    • 77957666031 scopus 로고    scopus 로고
    • Optimal choice of baseline correction for multivariate calibration of spectra
    • Liland K.H., Almoy T., Mevik B.H. Optimal choice of baseline correction for multivariate calibration of spectra. Applied Spectroscopy 2010, 64(9):1007-1016.
    • (2010) Applied Spectroscopy , vol.64 , Issue.9 , pp. 1007-1016
    • Liland, K.H.1    Almoy, T.2    Mevik, B.H.3
  • 40
    • 0022059848 scopus 로고
    • Linearization and scatter-correction for near infrared reflectance spectra of meat
    • Geladi P., MacDougall D., Martens H. Linearization and scatter-correction for near infrared reflectance spectra of meat. Applied Spectroscopy 1985, 39(3):491-499.
    • (1985) Applied Spectroscopy , vol.39 , Issue.3 , pp. 491-499
    • Geladi, P.1    MacDougall, D.2    Martens, H.3
  • 41
    • 0026351585 scopus 로고
    • Extended multiplicative signal correction and spectral interference subtraction: new preprocessing methods for near infrared spectroscopy
    • Martens H., Stark E. Extended multiplicative signal correction and spectral interference subtraction: new preprocessing methods for near infrared spectroscopy. Journal of Pharmaceutical and Biomedical Analysis 1991, 9:625-635.
    • (1991) Journal of Pharmaceutical and Biomedical Analysis , vol.9 , pp. 625-635
    • Martens, H.1    Stark, E.2


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