-
1
-
-
0030333180
-
A genetic algorithm based method for the selection of wavelengths and model size for partial least-squares regression and near-infrared spectroscopy
-
Bangalore A.S., Shaffer R.E., and Small G.W. A genetic algorithm based method for the selection of wavelengths and model size for partial least-squares regression and near-infrared spectroscopy. Anal. Chem. 68 (1996) 4200-4212
-
(1996)
Anal. Chem.
, vol.68
, pp. 4200-4212
-
-
Bangalore, A.S.1
Shaffer, R.E.2
Small, G.W.3
-
2
-
-
0030859519
-
Genetic algorithms as a method for variable selection in multiple linear regression and partial least squares regression, with applications to pyrolysis mass spectrometry
-
Broadhurst D., Goodacre R., Jones A., Rowland J.J., and Kell D.B. Genetic algorithms as a method for variable selection in multiple linear regression and partial least squares regression, with applications to pyrolysis mass spectrometry. Anal. Chim. Acta 348 (1997) 71-86
-
(1997)
Anal. Chim. Acta
, vol.348
, pp. 71-86
-
-
Broadhurst, D.1
Goodacre, R.2
Jones, A.3
Rowland, J.J.4
Kell, D.B.5
-
3
-
-
0000105237
-
Elimination of uninformative variables for multivariate calibration
-
Centner V., Massart D.L., de Noord O.E., de Jong S., Vandeginste B.M., and Sterna C. Elimination of uninformative variables for multivariate calibration. Anal. Chem. 68 (1996) 3851-3858
-
(1996)
Anal. Chem.
, vol.68
, pp. 3851-3858
-
-
Centner, V.1
Massart, D.L.2
de Noord, O.E.3
de Jong, S.4
Vandeginste, B.M.5
Sterna, C.6
-
4
-
-
0032215304
-
Genetic algorithm-based wavelength selection for the near-infrared determination of glucose in biological matrices: initialization strategies and effects of spectral resolution
-
Ding Q., Small G.W., and Arnold M.A. Genetic algorithm-based wavelength selection for the near-infrared determination of glucose in biological matrices: initialization strategies and effects of spectral resolution. Anal. Chem. 70 (1998) 4472-4479
-
(1998)
Anal. Chem.
, vol.70
, pp. 4472-4479
-
-
Ding, Q.1
Small, G.W.2
Arnold, M.A.3
-
5
-
-
0028821630
-
Transfer of calibration function in near-infrared spectroscopy
-
Forina M., Drava G., Armanino C., Boggia R., Lanteri S., Leardi R., Corti P., Conti P., Giangiacomo R., Galliena C., Bigoni R., Quartari I., Serra C., Ferri D., Leoni O., and Lazzeri L. Transfer of calibration function in near-infrared spectroscopy. Chemom. Intell. Lab. Syst. 27 (1995) 189-203
-
(1995)
Chemom. Intell. Lab. Syst.
, vol.27
, pp. 189-203
-
-
Forina, M.1
Drava, G.2
Armanino, C.3
Boggia, R.4
Lanteri, S.5
Leardi, R.6
Corti, P.7
Conti, P.8
Giangiacomo, R.9
Galliena, C.10
Bigoni, R.11
Quartari, I.12
Serra, C.13
Ferri, D.14
Leoni, O.15
Lazzeri, L.16
-
6
-
-
0001286453
-
Iterative Predictor Weighting (IPW) PLS: a technique for the elimination of useless predictors in regression problems
-
Forina M., Casolino C., and Pizarro Millán C. Iterative Predictor Weighting (IPW) PLS: a technique for the elimination of useless predictors in regression problems. J. Chemom. 13 (1999) 165-184
-
(1999)
J. Chemom.
, vol.13
, pp. 165-184
-
-
Forina, M.1
Casolino, C.2
Pizarro Millán, C.3
-
7
-
-
11144325691
-
Partial least square regression: a tutorial
-
Geladi P., and Kowalski B.R. Partial least square regression: a tutorial. Anal. Chim. Acta. 185 (1986) 1-17
-
(1986)
Anal. Chim. Acta.
, vol.185
, pp. 1-17
-
-
Geladi, P.1
Kowalski, B.R.2
-
8
-
-
0032871360
-
GA strategy for variable selection in QSAR studies: enhancement of comparative molecular binding energy analysis by GA-based PLS method
-
Hasegawa K., Kimura T., and Funatsu K. GA strategy for variable selection in QSAR studies: enhancement of comparative molecular binding energy analysis by GA-based PLS method. Quant. Struct.-Activity Relat. 18 (1999) 262-272
-
(1999)
Quant. Struct.-Activity Relat.
, vol.18
, pp. 262-272
-
-
Hasegawa, K.1
Kimura, T.2
Funatsu, K.3
-
9
-
-
0027321506
-
A hybrid genetic algorithm for the estimation of kinetic parameters
-
Hibbert D.B. A hybrid genetic algorithm for the estimation of kinetic parameters. Chemom. Intell. Lab. Syst. 19 (1993) 319-329
-
(1993)
Chemom. Intell. Lab. Syst.
, vol.19
, pp. 319-329
-
-
Hibbert, D.B.1
-
10
-
-
0028902217
-
Comparison of multivariate methods based on latent vectors and methods based on wavelength selection for the analysis of near-infrared spectroscopic data
-
Jouan-Rimbaud D., Walczak B., Massart D.L., Last I.R., and Prebble K.A. Comparison of multivariate methods based on latent vectors and methods based on wavelength selection for the analysis of near-infrared spectroscopic data. Anal. Chim. Acta. 304 (1995) 285-295
-
(1995)
Anal. Chim. Acta.
, vol.304
, pp. 285-295
-
-
Jouan-Rimbaud, D.1
Walczak, B.2
Massart, D.L.3
Last, I.R.4
Prebble, K.A.5
-
11
-
-
0030470692
-
Random correlation in variable selection for multivariate calibration with a genetic algorithm
-
Jouan-Rimbaud D., Massart D.L., and de Noord O.E. Random correlation in variable selection for multivariate calibration with a genetic algorithm. Chemom. Intell. Lab. Syst. 35 (1996) 213-220
-
(1996)
Chemom. Intell. Lab. Syst.
, vol.35
, pp. 213-220
-
-
Jouan-Rimbaud, D.1
Massart, D.L.2
de Noord, O.E.3
-
12
-
-
0002839986
-
Genetic algorithms in feature selection
-
Devillers J. (Ed), Academic Press, London
-
Leardi R. Genetic algorithms in feature selection. In: Devillers J. (Ed). Genetic Algorithms in Molecular Modelling (1996), Academic Press, London 67-86
-
(1996)
Genetic Algorithms in Molecular Modelling
, pp. 67-86
-
-
Leardi, R.1
-
13
-
-
0033647286
-
Application of genetic algorithm-PLS for feature selection in spectral data sets
-
Leardi R. Application of genetic algorithm-PLS for feature selection in spectral data sets. J. Chemom. 14 (2000) 643-655
-
(2000)
J. Chemom.
, vol.14
, pp. 643-655
-
-
Leardi, R.1
-
14
-
-
0345019845
-
Genetic algorithms applied to feature selection in PLS regression: how and when to use them
-
Leardi R., and Lupiáñez González A. Genetic algorithms applied to feature selection in PLS regression: how and when to use them. Chemom. Intell. Lab. Syst. 41 (1998) 195-207
-
(1998)
Chemom. Intell. Lab. Syst.
, vol.41
, pp. 195-207
-
-
Leardi, R.1
Lupiáñez González, A.2
-
15
-
-
85002377847
-
Genetic algorithms as a strategy for feature selection
-
Leardi R., Boggia R., and Terrile M. Genetic algorithms as a strategy for feature selection. J. Chemom. 6 (1992) 267-281
-
(1992)
J. Chemom.
, vol.6
, pp. 267-281
-
-
Leardi, R.1
Boggia, R.2
Terrile, M.3
-
16
-
-
0037150785
-
Variable selection for multivariate calibration using a genetic algorithm: prediction of additive concentrations in polymer films from Fourier transform-infrared spectral data
-
Leardi R., Seasholtz M.B., and Pell R. Variable selection for multivariate calibration using a genetic algorithm: prediction of additive concentrations in polymer films from Fourier transform-infrared spectral data. Anal. Chim. Acta. 461 (2002) 189-200
-
(2002)
Anal. Chim. Acta.
, vol.461
, pp. 189-200
-
-
Leardi, R.1
Seasholtz, M.B.2
Pell, R.3
-
17
-
-
77956724901
-
-
Lestander, T.A., Leardi, R., Geladi, P. Selection of NIR wavelengths by genetic algorithms for determination of seed moisture content. J. NIRS. (submitted)
-
Lestander, T.A., Leardi, R., Geladi, P. Selection of NIR wavelengths by genetic algorithms for determination of seed moisture content. J. NIRS. (submitted)
-
-
-
-
18
-
-
84984336225
-
Interactive Variable Selection (IVS) for PLS. Part 1: theory and algorithms
-
Lindgren F., Geladi P., Rännar S., and Wold S. Interactive Variable Selection (IVS) for PLS. Part 1: theory and algorithms. J. Chemom. 8 (1994) (1994) 349-363
-
(1994)
J. Chemom.
, vol.8 1994
, pp. 349-363
-
-
Lindgren, F.1
Geladi, P.2
Rännar, S.3
Wold, S.4
-
19
-
-
0033905297
-
Interval partial least squares regression (iPLS): a comparative chemometric study with an example from near-infrared spectroscopy
-
Nørgaard L., Saudland A., Wagner J., Nielsen J.P., Munck L., and Engelsen S.B. Interval partial least squares regression (iPLS): a comparative chemometric study with an example from near-infrared spectroscopy. Appl. Spectrosc. 54 (2000) 413-419
-
(2000)
Appl. Spectrosc.
, vol.54
, pp. 413-419
-
-
Nørgaard, L.1
Saudland, A.2
Wagner, J.3
Nielsen, J.P.4
Munck, L.5
Engelsen, S.B.6
-
21
-
-
0003188418
-
Theoretical justification of wavelength selection in PLS calibration: development of a new algorithm
-
Spiegelman C.H., McShane M.J., Goetz M.J., Motamedi M., Yue Q.L., and Coté G.L. Theoretical justification of wavelength selection in PLS calibration: development of a new algorithm. Anal. Chem. 70 (1998) 35-44
-
(1998)
Anal. Chem.
, vol.70
, pp. 35-44
-
-
Spiegelman, C.H.1
McShane, M.J.2
Goetz, M.J.3
Motamedi, M.4
Yue, Q.L.5
Coté, G.L.6
-
22
-
-
0028493701
-
A primer on multivariate calibration
-
Thomas E.V. A primer on multivariate calibration. Anal. Chem. 66 (1994) 795a-804a
-
(1994)
Anal. Chem.
, vol.66
-
-
Thomas, E.V.1
-
23
-
-
11944258109
-
Comparison of multivariate calibration methods for quantitative spectral analysis
-
Thomas E.V., and Haaland D.M. Comparison of multivariate calibration methods for quantitative spectral analysis. Anal. Chem. 62 (1990) 1091-1099
-
(1990)
Anal. Chem.
, vol.62
, pp. 1091-1099
-
-
Thomas, E.V.1
Haaland, D.M.2
-
24
-
-
0034398904
-
Variable selection in near infrared spectroscopy based on significance testing in partial least squares regression
-
Westad F., and Martens H. Variable selection in near infrared spectroscopy based on significance testing in partial least squares regression. J. Near Infrared Spectrosc. 8 (2000) 117-124
-
(2000)
J. Near Infrared Spectrosc.
, vol.8
, pp. 117-124
-
-
Westad, F.1
Martens, H.2
|