SCOPUS 정보 검색 플랫폼

Chemometrics and Intelligent Laboratory Systems

Volumn 61, Issue 1-2, 2002, Pages 123-132

Feature selection in principal component analysis of analytical data

(5) Guo, Q a Wu, W b Massart, D L a Boucon, C c De Jong, S c

a PHARMACEUTICAL INSTITUTE (Belgium)

b GLAXOSMITHKLINE (United Kingdom)

c UNILEVER RESEARCH VLAARDINGEN (Netherlands)

Author keywords

Data mining; Feature selection; Gas chromatography; Generalised procrustes analysis; Genetic algorithm; Principal component analysis

Indexed keywords

ALGORITHM; ARTICLE; CONTROLLED STUDY; DATA ANALYSIS; FACTORIAL ANALYSIS; GAS CHROMATOGRAPHY; GENETIC ALGORITHM; INFORMATION SCIENCE; INTERMETHOD COMPARISON; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; TECHNIQUE; THEORY;

EID: 0037186384 PISSN: 01697439 EISSN: None Source Type: Journal
DOI: 10.1016/S0169-7439(01)00203-9 Document Type: Article

Times cited : (133)

References (25)

1
- 0342788369
- Combinatorial chemistry
- (1998) Anal. Chem. , vol.70
- Czarnik, A.W.¹

2
- 0034235934
- Sequential projection pursuit using genetic algorithms for data mining of analytical data
- (2000) Anal. Chem. , vol.72 , pp. 2846-2855
- Guo, Q.¹ Wu, W.² Questier, F.³ Massart, D.L.⁴ Boucon, C.⁵ de Jong, S.⁶

3
- 0000146283
- Discarding variables in a principal component analysis: I. Artificial data
- (1972) Appl. Stat. , vol.21 , pp. 160-173
- Jolliffe, I.T.¹

4
- 0002008085
- Discarding variables in a principal component analysis: II. Real data
- (1973) Appl. Stat. , vol.22 , pp. 21-31
- Jolliffe, I.T.¹

5
- 0008381342
- Principal Component Analysis, New York: Springer-Verlag
- (1986)
- Jolliffe, I.T.¹

6
- 0021427712
- Principal variables
- (1984) Technometrics , vol.26 , pp. 137-144
- McCabe, G.P.¹

7
- 0000613956
- Obtaining the key set of optical vectors by factor analysis and subsequent isolation of component spectra
- (1982) Anal. Chim. Acta , vol.134 , pp. 129-137
- Malinowski, E.R.¹

8
- 0008405929
- S. Rännar, S. Wold, E. Russell, Selection of spanning variables in PCA, in: S. Rännar, Many Variables in Multivariate Projection Methods, PhD Thesis, Department of Organic Chemistry, Umeå University, Sweden, 1996.

9
- 0002457803
- Selection of variables to preserve multivariate data structure, using principal components
- (1987) Appl. Stat. , vol.36 , pp. 22-33
- Krzanowski, W.J.¹

10
- 0344034471
- Subset selection using total squares approach in collinearity problems with errors in variables
- Linear Algebra and Its Applications, New York: Elsevier Science Publishing Co., Inc., 88/89
- (1987) , pp. 695-714
- Van Huffel, S.¹ Vandewalle, J.²

11
- 85002377847
- Genetic algorithms as a strategy for feature selection
- (1992) J. Chemom. , vol.6 , pp. 267-281
- Leardi, R.¹ Boggia, R.² Terrile, M.³

12
- 0035914579
- Feature selection in sequential projection pursuit
- (2001) Analytica Chemica Acta , vol.446 , pp. 85-96
- Guo, Q.¹ Wu, W.² Massart, D.L.³ Boucon, C.⁴ de Jong, S.⁵

13
- 0023388235
- Selection of representative wavelength sets for monitoring in liquid chromatography with multichannel ultraviolet-visible detection
- (1987) Anal. Chem. , vol.59 , pp. 1890-1896
- Warren, F.V.¹ Bidlingmeyer, B.A.²

14
- 0023387883
- Selection of wavelengths for absorbance ratio monitoring in liquid chromatography
- (1987) Anal. Chem. , vol.59 , pp. 1897-1907
- Warren, F.V.¹ Bidlingmeyer, B.A.²

15
- 84951601886
- Cross-validation estimation of the number of components in factor and principal components models
- (1978) Technometrics , vol.20 , pp. 397-405
- Wold, S.¹

16
- 0008394163
- Factor Analysis in Chemistry, 2nd edn., New York: Wiley
- (1991)
- Malinowski, E.R.¹

17
- 58149321922
- The role of permutation tests in exploratory multivariate data analysis
- (1995) Food Qual. Preference , vol.6 , pp. 263-270
- Dijksterhuis, G.¹ Heiser, W.J.²

18
- 0001886818
- Generalised procrustes analysis
- (1975) Psychometrika , vol.40 , pp. 33-51
- Gower, J.C.¹

19
- 34250270918
- Updating the singular value decomposition
- (1978) Numer. Math. , vol.31 , pp. 111-129
- Bunch, J.R.¹ Nielsen, C.P.²

20
- 0002316189
- Rank one modification of the symmetric eigenproblem
- (1978) Numer. Math. , vol.31 , pp. 31-48
- Bunch, J.R.¹ Nielsen, C.P.² Sorensen, D.C.³

21
- 0000280417
- Interpreting generalised procrustes analysis 'analysis of variance' tables
- (1990) Food Qual. Preference , vol.2 , pp. 255-265
- Dijksterhuis, G.¹ Punter, P.²

22
- 0001851799
- The interpretation of generalised procrustes analysis and allied methods
- (1991) Food Qual. Preference , vol.3 , pp. 67-87
- Dijksterhuis, G.B.¹ Gower, J.C.²

23
- 0008317019
- Genetic Algorithms in Search, Optimisation and Machine Learning, Reading, MA: Addison-Wesley Publishing
- (1989)
- Goldberg, D.E.¹

24
- 0027284874
- Understanding and using genetic algorithms: Part 1. Concepts, properties and context
- (1993) Chemom. Intell. Lab. Syst. , vol.19 , pp. 1-33
- Lucasius, C.B.¹ Kateman, G.²

25
- 0000118166
- Two case studies in the application of principal component analysis
- (1967) Appl. Stat. , vol.16 , pp. 225-236
- Jeffers, J.R.N.¹

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.