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Volumn 43, Issue 1-2, 1998, Pages 25-42

Three-way (PARAFAC) factor analysis: Examination and comparison of alternative computational methods as applied to ill-conditioned data

Author keywords

DTDMR; Factor analysis; Fluorescence spectroscopy; PARAFAC; PMF3; TPALS; Trilinear

Indexed keywords

ALGORITHM; COMPUTER PROGRAM; FACTORIAL ANALYSIS; FLUORESCENCE; FLUORESCENCE SPECTROSCOPY; NONLINEAR SYSTEM; PRIORITY JOURNAL; REVIEW;

EID: 0032575985     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-7439(98)00077-X     Document Type: Article
Times cited : (69)

References (22)
  • 1
    • 34250499792 scopus 로고
    • Analysis of individual differences in multidimensional scaling via N-way generalization of 'Eckart-Young' decomposition
    • Carroll J.D., Chang J.J. Analysis of individual differences in multidimensional scaling via N-way generalization of 'Eckart-Young' decomposition. Psychometrika. 35:1970;283-319.
    • (1970) Psychometrika , vol.35 , pp. 283-319
    • Carroll, J.D.1    Chang, J.J.2
  • 2
    • 0002740437 scopus 로고
    • Foundations of the PARAFAC procedure: Models and conditions for an 'explanatory' multi-mode factor analysis
    • Harshman R.A. Foundations of the PARAFAC procedure: models and conditions for an 'explanatory' multi-mode factor analysis. UCLA Working Papers in Phonetics. 16:1970;1-84.
    • (1970) UCLA Working Papers in Phonetics , vol.16 , pp. 1-84
    • Harshman, R.A.1
  • 6
    • 48749101457 scopus 로고
    • Three-way arrays: Rank and uniqueness of trilinear decompositions, with applications to arithmetic complexity and statistics
    • Kruskal J.B. Three-way arrays: rank and uniqueness of trilinear decompositions, with applications to arithmetic complexity and statistics. Linear Algebra and Its Applications. 18:1977;95-138.
    • (1977) Linear Algebra and Its Applications , vol.18 , pp. 95-138
    • Kruskal, J.B.1
  • 8
    • 84972528489 scopus 로고
    • Multilinear models: Applications in spectroscopy
    • Leurgans S.E., Ross R.T. Multilinear models: applications in spectroscopy. Stat. Sci. 2:1992;289-319.
    • (1992) Stat. Sci. , vol.2 , pp. 289-319
    • Leurgans, S.E.1    Ross, R.T.2
  • 10
    • 0028899078 scopus 로고
    • Component resolution using multilinear models
    • Ross R.T., Leurgans S. Component resolution using multilinear models. Methods in Enzymology. 246:1995;679-700.
    • (1995) Methods in Enzymology , vol.246 , pp. 679-700
    • Ross, R.T.1    Leurgans, S.2
  • 11
    • 0000951895 scopus 로고
    • Resolution of the properties of hydrogen-bonded tyrosine using a trilinear model of fluorescence
    • Lee J.K., Ross R.T., Thampi S., Leurgans S. Resolution of the properties of hydrogen-bonded tyrosine using a trilinear model of fluorescence. J. Phys. Chem. 96:1992;9158-9162.
    • (1992) J. Phys. Chem. , vol.96 , pp. 9158-9162
    • Lee, J.K.1    Ross, R.T.2    Thampi, S.3    Leurgans, S.4
  • 12
    • 0030954231 scopus 로고    scopus 로고
    • Least squares formulation of robust non-negative factor analysis
    • Paatero P. Least squares formulation of robust non-negative factor analysis. Chemom. Intell. Lab. Syst. 37:1997;15-35.
    • (1997) Chemom. Intell. Lab. Syst. , vol.37 , pp. 15-35
    • Paatero, P.1
  • 13
    • 0030775193 scopus 로고    scopus 로고
    • A weighted non-negative least squares algorithm for three-way 'PARAFAC' factor analysis
    • Paatero P. A weighted non-negative least squares algorithm for three-way 'PARAFAC' factor analysis. Chemom. Intell. Lab. Syst. 38:1997;223-242.
    • (1997) Chemom. Intell. Lab. Syst. , vol.38 , pp. 223-242
    • Paatero, P.1
  • 14
    • 0000904076 scopus 로고
    • An improved algorithm for the generalized rank annihilation method
    • Wilson B.E., Sanchez E., Kowalski B.R. An improved algorithm for the generalized rank annihilation method. J. Chemom. 3:1989;493-498.
    • (1989) J. Chemom , vol.3 , pp. 493-498
    • Wilson, B.E.1    Sanchez, E.2    Kowalski, B.R.3
  • 15
    • 85190314196 scopus 로고
    • Tensorial resolution: A direct trilinear decomposition
    • Sanchez E., Kowalski B.R. Tensorial resolution: a direct trilinear decomposition. J. Chemom. 4:1990;29-45.
    • (1990) J. Chemom. , vol.4 , pp. 29-45
    • Sanchez, E.1    Kowalski, B.R.2
  • 16
    • 0003151553 scopus 로고
    • A new receptor model: A direct trilinear decomposition followed by a matrix reconstruction
    • Zeng Y., Hopke P.K. A new receptor model: a direct trilinear decomposition followed by a matrix reconstruction. J. Chemom. 6:1992;65-83.
    • (1992) J. Chemom. , vol.6 , pp. 65-83
    • Zeng, Y.1    Hopke, P.K.2
  • 17
    • 0027466983 scopus 로고
    • Analysis of different modes of factor analysis as least squares fit problems
    • Paatero P., Tapper U. Analysis of different modes of factor analysis as least squares fit problems. Chemom. Intell. Lab. Syst. 18:1993;183-194.
    • (1993) Chemom. Intell. Lab. Syst. , vol.18 , pp. 183-194
    • Paatero, P.1    Tapper, U.2
  • 19
    • 0642334046 scopus 로고    scopus 로고
    • A fast non-negativity constrained least-squares algorithm
    • Bro R., De John S. A fast non-negativity constrained least-squares algorithm. J. Chemom. 11:1997;395-401.
    • (1997) J. Chemom. , vol.11 , pp. 395-401
    • Bro, R.1    De John, S.2
  • 22
    • 0030730107 scopus 로고    scopus 로고
    • Two-factor degeneracies and a stabilization of PARAFAC
    • Rayens W., Mitchell W. Two-factor degeneracies and a stabilization of PARAFAC. Chemom. Intell. Lab. Syst. 38:1997;173-181.
    • (1997) Chemom. Intell. Lab. Syst. , vol.38 , pp. 173-181
    • Rayens, W.1    Mitchell, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.