-
1
-
-
0002555784
-
The multivariate calibration problem in chemistry solved by the PLS method
-
Springer
-
Wold S., Martens H., Wold H. The multivariate calibration problem in chemistry solved by the PLS method. Matrix Pencils 1983, 286-293. Springer.
-
(1983)
Matrix Pencils
, pp. 286-293
-
-
Wold, S.1
Martens, H.2
Wold, H.3
-
4
-
-
11144325691
-
Partial least-squares regression: a tutorial
-
Geladi P., Kowalski B.R. Partial least-squares regression: a tutorial. Anal. Chim. Acta 1986, 185:1-17.
-
(1986)
Anal. Chim. Acta
, vol.185
, pp. 1-17
-
-
Geladi, P.1
Kowalski, B.R.2
-
5
-
-
0033577715
-
Multiple regression for environmental data: nonlinearities and prediction bias
-
Geladi P., Hadjiiski L., Hopke P. Multiple regression for environmental data: nonlinearities and prediction bias. Chemom. Intell. Lab. Syst. 1999, 47:165-173.
-
(1999)
Chemom. Intell. Lab. Syst.
, vol.47
, pp. 165-173
-
-
Geladi, P.1
Hadjiiski, L.2
Hopke, P.3
-
6
-
-
24544469792
-
Nonlinear multivariate calibration methods in analytical chemistry
-
Sekulic S., Seasholtz M.B., Wang Z., Kowalski B.R., Lee S.E., Holt B.R. Nonlinear multivariate calibration methods in analytical chemistry. Anal. Chem. 1993, 65:835A-845A.
-
(1993)
Anal. Chem.
, vol.65
, pp. 835A-845A
-
-
Sekulic, S.1
Seasholtz, M.B.2
Wang, Z.3
Kowalski, B.R.4
Lee, S.E.5
Holt, B.R.6
-
7
-
-
0035965479
-
Some recent developments in PLS modeling
-
Wold S., Trygg J., Berglund A., Antti H. Some recent developments in PLS modeling. Chemom. Intell. Lab. Syst. 2001, 58:131-150.
-
(2001)
Chemom. Intell. Lab. Syst.
, vol.58
, pp. 131-150
-
-
Wold, S.1
Trygg, J.2
Berglund, A.3
Antti, H.4
-
8
-
-
84893751868
-
Non-linear calibration models for near infrared spectroscopy
-
Ni W., Nørgaard L., Mørup M. Non-linear calibration models for near infrared spectroscopy. Anal. Chim. Acta. 2013, 813:1-14.
-
(2013)
Anal. Chim. Acta.
, vol.813
, pp. 1-14
-
-
Ni, W.1
Nørgaard, L.2
Mørup, M.3
-
10
-
-
0033611717
-
Non-linear projection to latent structures revisited: the quadratic PLS algorithm
-
Baffi G., Martin E.B., Morris A. Non-linear projection to latent structures revisited: the quadratic PLS algorithm. Comput. Chem. Eng. 1999, 23:395-411.
-
(1999)
Comput. Chem. Eng.
, vol.23
, pp. 395-411
-
-
Baffi, G.1
Martin, E.B.2
Morris, A.3
-
11
-
-
10144263974
-
A non-linear nested partial least-squares algorithm
-
Li B., Hassel P.A., Morris A.J., Martin E.B. A non-linear nested partial least-squares algorithm. Comput. Stat. Data Anal. 2005, 48:87-101.
-
(2005)
Comput. Stat. Data Anal.
, vol.48
, pp. 87-101
-
-
Li, B.1
Hassel, P.A.2
Morris, A.J.3
Martin, E.B.4
-
12
-
-
0026578543
-
Nonlinear partial least squares modeling II. Spline inner relation
-
Wold S. Nonlinear partial least squares modeling II. Spline inner relation. Chemom. Intell. Lab. Syst. 1992, 14:71-84.
-
(1992)
Chemom. Intell. Lab. Syst.
, vol.14
, pp. 71-84
-
-
Wold, S.1
-
13
-
-
0026853320
-
Nonlinear PLS modeling using neural networks
-
Qin S.J., McAvoy T.J. Nonlinear PLS modeling using neural networks. Comput. Chem. Eng. 1992, 16:379-391.
-
(1992)
Comput. Chem. Eng.
, vol.16
, pp. 379-391
-
-
Qin, S.J.1
McAvoy, T.J.2
-
14
-
-
0033544443
-
Non-linear projection to latent structures revisited (the neural network PLS algorithm)
-
Baffi G., Martin E., Morris A. Non-linear projection to latent structures revisited (the neural network PLS algorithm). Comput. Chem. Eng. 1999, 23:1293-1307.
-
(1999)
Comput. Chem. Eng.
, vol.23
, pp. 1293-1307
-
-
Baffi, G.1
Martin, E.2
Morris, A.3
-
15
-
-
1542383676
-
Locally weighted regression and scatter correction for near-infrared reflectance data
-
Naes T., Isaksson T., Kowalski B. Locally weighted regression and scatter correction for near-infrared reflectance data. Anal. Chem. 1990, 62:664-673.
-
(1990)
Anal. Chem.
, vol.62
, pp. 664-673
-
-
Naes, T.1
Isaksson, T.2
Kowalski, B.3
-
16
-
-
0002026903
-
Locally weighted regression in diffuse near-infrared transmittance spectroscopy
-
Næs T., Isaksson T. Locally weighted regression in diffuse near-infrared transmittance spectroscopy. Appl. Spectrosc. 1992, 46:34-43.
-
(1992)
Appl. Spectrosc.
, vol.46
, pp. 34-43
-
-
Næs, T.1
Isaksson, T.2
-
17
-
-
0000969089
-
Optimization in locally weighted regression
-
Centner V., Massart D.L. Optimization in locally weighted regression. Anal. Chem. 1998, 70:4206-4211.
-
(1998)
Anal. Chem.
, vol.70
, pp. 4206-4211
-
-
Centner, V.1
Massart, D.L.2
-
18
-
-
79955653069
-
Exploring nonlinear relationships in chemical data using kernel-based methods
-
Cao D.-S., Liang Y.-Z., Xu Q.-S., Hu Q.-N., Zhang L.-X., Fu G.-H. Exploring nonlinear relationships in chemical data using kernel-based methods. Chemom. Intell. Lab. Syst. 2011, 107:106-115.
-
(2011)
Chemom. Intell. Lab. Syst.
, vol.107
, pp. 106-115
-
-
Cao, D.-S.1
Liang, Y.-Z.2
Xu, Q.-S.3
Hu, Q.-N.4
Zhang, L.-X.5
Fu, G.-H.6
-
20
-
-
0038259120
-
Kernel partial least squares regression in reproducing kernel hilbert space
-
Rosipal R., Trejo L.J. Kernel partial least squares regression in reproducing kernel hilbert space. JMLR 2002, 2:97-123.
-
(2002)
JMLR
, vol.2
, pp. 97-123
-
-
Rosipal, R.1
Trejo, L.J.2
-
21
-
-
33847300613
-
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
-
22
-
-
0028949497
-
Pattern recognition, reflections from a chemometric point of view
-
Lewi P.J. Pattern recognition, reflections from a chemometric point of view. Chemom. Intell. Lab. Syst. 1995, 28:23-33.
-
(1995)
Chemom. Intell. Lab. Syst.
, vol.28
, pp. 23-33
-
-
Lewi, P.J.1
-
24
-
-
0037191670
-
4 levels in variable humidity conditions
-
4 levels in variable humidity conditions. Chemom. Intell. Lab. Syst. 2002, 64:103-122.
-
(2002)
Chemom. Intell. Lab. Syst.
, vol.64
, pp. 103-122
-
-
Šundić, T.1
Marco, S.2
Perera, A.3
Pardo, A.4
Hahn, S.5
Bârsan, N.6
Weimar, U.7
-
25
-
-
84871428008
-
Slice transform-based weight updating strategy for PLS
-
Bi Y., Xie Q., Peng S., Lu W. Slice transform-based weight updating strategy for PLS. J. Chemom. 2012, 26:565-575.
-
(2012)
J. Chemom.
, vol.26
, pp. 565-575
-
-
Bi, Y.1
Xie, Q.2
Peng, S.3
Lu, W.4
-
27
-
-
85162676194
-
PLS regression methods
-
Höskuldsson A. PLS regression methods. J. Chemom. 1988, 2:211-228.
-
(1988)
J. Chemom.
, vol.2
, pp. 211-228
-
-
Höskuldsson, A.1
-
28
-
-
0035965460
-
Some theoretical aspects of partial least squares regression
-
Helland I.S. Some theoretical aspects of partial least squares regression. Chemom. Intell. Lab. Syst. 2001, 58:97-107.
-
(2001)
Chemom. Intell. Lab. Syst.
, vol.58
, pp. 97-107
-
-
Helland, I.S.1
-
29
-
-
41849131491
-
A discriminative approach for wavelet denoising, Image Processing
-
Hel-Or Y., Shaked D. A discriminative approach for wavelet denoising, Image Processing. IEEE Trans. Image Process. 2008, 17:443-457.
-
(2008)
IEEE Trans. Image Process.
, vol.17
, pp. 443-457
-
-
Hel-Or, Y.1
Shaked, D.2
-
30
-
-
84907707756
-
-
available at
-
Wheat Kernel dataset available at. http://www.models.kvl.dk/wheat_kernels.
-
Wheat Kernel dataset
-
-
-
31
-
-
0036737859
-
Near-infrared absorption and scattering separated by extended inverted signal correction (EISC): analysis of near-infrared transmittance spectra of single wheat seeds
-
Pedersen D.K., Martens H., Nielsen J.P., Engelsen S.B. Near-infrared absorption and scattering separated by extended inverted signal correction (EISC): analysis of near-infrared transmittance spectra of single wheat seeds. Appl. Spectrosc. 2002, 56:1206-1214.
-
(2002)
Appl. Spectrosc.
, vol.56
, pp. 1206-1214
-
-
Pedersen, D.K.1
Martens, H.2
Nielsen, J.P.3
Engelsen, S.B.4
-
32
-
-
84871942124
-
-
available at
-
Tecator dataset available at. http://lib.stat.cmu.edu/datasets/tecator.
-
Tecator dataset
-
-
-
33
-
-
0000203752
-
Optimal minimal neural interpretation of spectra
-
Borggaard C., Thodberg H.H. Optimal minimal neural interpretation of spectra. Anal. Chem. 1992, 64:545-551.
-
(1992)
Anal. Chem.
, vol.64
, pp. 545-551
-
-
Borggaard, C.1
Thodberg, H.H.2
-
34
-
-
0001884644
-
Individual comparisons by ranking methods
-
Wilcoxon F. Individual comparisons by ranking methods. Biometrics 1945, 1:80-83.
-
(1945)
Biometrics
, vol.1
, pp. 80-83
-
-
Wilcoxon, F.1
-
35
-
-
0024034712
-
Partial least-squares methods for spectral analyses. 1. Relation to other quantitative calibration methods and the extraction of qualitative information
-
Haaland D.M., Thomas E.V. Partial least-squares methods for spectral analyses. 1. Relation to other quantitative calibration methods and the extraction of qualitative information. Anal. Chem. 1988, 60:1193-1202.
-
(1988)
Anal. Chem.
, vol.60
, pp. 1193-1202
-
-
Haaland, D.M.1
Thomas, E.V.2
-
36
-
-
84950445313
-
Cross-validation of regression models
-
Picard R.R., Cook R.D. Cross-validation of regression models. J. Am. Stat. Assoc. 1984, 79:575-583.
-
(1984)
J. Am. Stat. Assoc.
, vol.79
, pp. 575-583
-
-
Picard, R.R.1
Cook, R.D.2
-
37
-
-
0003684449
-
-
Springer
-
Hastie T.J., Tibshirani R.J., Friedman J.H. The elements of statistical learning: data mining, inference, and prediction 2009, Springer.
-
(2009)
The elements of statistical learning: data mining, inference, and prediction
-
-
Hastie, T.J.1
Tibshirani, R.J.2
Friedman, J.H.3
-
38
-
-
84907701609
-
-
available at
-
ChemoACtoolbox available at. http://minf.vub.ac.be/~fabi/publiek/.
-
ChemoACtoolbox
-
-
-
39
-
-
0024701578
-
Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra
-
Barnes R., Dhanoa M., Lister S.J. Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra. Appl. Spectrosc. 1989, 43:772-777.
-
(1989)
Appl. Spectrosc.
, vol.43
, pp. 772-777
-
-
Barnes, R.1
Dhanoa, M.2
Lister, S.J.3
-
40
-
-
34247508683
-
Gaussian process regression for multivariate spectroscopic calibration
-
Chen T., Morris J., Martin E. Gaussian process regression for multivariate spectroscopic calibration. Chemom. Intell. Lab. Syst. 2007, 87:59-71.
-
(2007)
Chemom. Intell. Lab. Syst.
, vol.87
, pp. 59-71
-
-
Chen, T.1
Morris, J.2
Martin, E.3
-
41
-
-
57149086674
-
Relevance vector machines for multivariate calibration purposes
-
Hernández N., Talavera I., Dago A., Biscay R.J., Ferreira M.M.C., Porro D. Relevance vector machines for multivariate calibration purposes. J. Chemom. 2008, 22:686-694.
-
(2008)
J. Chemom.
, vol.22
, pp. 686-694
-
-
Hernández, N.1
Talavera, I.2
Dago, A.3
Biscay, R.J.4
Ferreira, M.M.C.5
Porro, D.6
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