Newer
Older
@Article{Lesnoff2020,
author = {Lesnoff, Matthieu and Metz, Maxime and Roger, Jean‐Michel},
date = {2020-01},
journal = {Journal of Chemometrics},
title = {Comparison of locally weighted PLS strategies for regression and discrimination on agronomic NIR data},
doi = {10.1002/cem.3209},
issn = {1099-128X},
number = {5},
volume = {34},
groups = {NIRS_Workflow},
publisher = {Wiley},
}
@Article{scikit-learn,
author = {Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V. and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P. and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
title = {Scikit-learn: Machine Learning in {P}ython},
pages = {2825--2830},
volume = {12},
groups = {NIRS_Workflow},
journal = {Journal of Machine Learning Research},
year = {2011},
}
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
@Article{BellonMaurel2010,
author = {Bellon-Maurel, Véronique and Fernandez-Ahumada, Elvira and Palagos, Bernard and Roger, Jean-Michel and McBratney, Alex},
date = {2010-10},
journal = {TrAC Trends in Analytical Chemistry},
title = {Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy},
doi = {10.1016/j.trac.2010.05.006},
issn = {0165-9936},
number = {9},
pages = {1073--1081},
volume = {29},
groups = {NIRS_Workflow},
publisher = {Elsevier BV},
}
@Article{Mejia2017,
author = {Mejia, Amanda F. and Nebel, Mary Beth and Eloyan, Ani and Caffo, Brian and Lindquist, Martin A.},
date = {2017-02},
journal = {Biostatistics},
title = {PCA leverage: outlier detection for high-dimensional functional magnetic resonance imaging data},
doi = {10.1093/biostatistics/kxw050},
issn = {1468-4357},
number = {3},
pages = {521--536},
volume = {18},
groups = {NIRS_Workflow},
publisher = {Oxford University Press (OUP)},
}
@Article{Wold2001,
author = {Wold, Svante and Sjöström, Michael and Eriksson, Lennart},
date = {2001-10},
journal = {Chemometrics and Intelligent Laboratory Systems},
title = {PLS-regression: a basic tool of chemometrics},
doi = {10.1016/s0169-7439(01)00155-1},
issn = {0169-7439},
number = {2},
pages = {109--130},
volume = {58},
groups = {NIRS_Workflow},
publisher = {Elsevier BV},
}
@Article{Roger2011,
author = {Roger, J.M. and Palagos, B. and Bertrand, D. and Fernandez-Ahumada, E.},
date = {2011-04},
journal = {Chemometrics and Intelligent Laboratory Systems},
title = {CovSel: Variable selection for highly multivariate and multi-response calibration},
doi = {10.1016/j.chemolab.2010.10.003},
issn = {0169-7439},
number = {2},
pages = {216--223},
volume = {106},
groups = {NIRS_Workflow},
publisher = {Elsevier BV},
}
@Article{Yu2023,
author = {Yu, Bo and Yan, Changxiang and Yuan, Jing and Ding, Ning and Chen, Zhiwei},
date = {2023-05},
journal = {Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy},
title = {Prediction of soil properties based on characteristic wavelengths with optimal spectral resolution by using Vis-NIR spectroscopy},
doi = {10.1016/j.saa.2023.122452},
issn = {1386-1425},
pages = {122452},
volume = {293},
groups = {NIRS_Workflow},
publisher = {Elsevier BV},
}
@Article{Wold1966,
author = {Herman Wold},
date = {1966},
journal = {Multivariate analysis},
title = {Estimation of principal components and related models by iterative least squares},
series = {Academic Press},
groups = {NIRS_Workflow},
}