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Volumn 23, Issue 7-8, 2009, Pages 371-384

Warped factor analysis

Author keywords

Correlation optimized warping; Dynamic time warping; Factor shape changes; Factor shifts; Multilinear; Parafac; Segment warping; Sequence comparison; Trilinear; Uniqueness

Indexed keywords

MULTIVARIANT ANALYSIS; PRINCIPAL COMPONENT ANALYSIS;

EID: 70349686861     PISSN: 08869383     EISSN: 1099128X     Source Type: Journal    
DOI: 10.1002/cem.1231     Document Type: Article
Times cited : (10)

References (56)
  • 1
    • 0000095845 scopus 로고    scopus 로고
    • PARAFAC2-part II: Modeling chro-matographic data with retention time shifts
    • Bro R, Andersson CA, Kiers HAL. PARAFAC2-part II: modeling chro-matographic data with retention time shifts. J. Chemometr. 1999; 13: 295-309.
    • (1999) J. Chemometr. , vol.13 , pp. 295-309
    • Bro, R.1    Andersson, C.A.2    Kiers, H.A.L.3
  • 2
    • 0026000010 scopus 로고
    • Topographic component (parallel factor) analysis of multichannel evoked potentials: Practical issues in trilinear spatio-temporal decompositions
    • Field AS, Graupe D. Topographic component (parallel factor) analysis of multichannel evoked potentials: practical issues in trilinear spatio-temporal decompositions. Brain Topogr. 1991; 3: 407-423.
    • (1991) Brain Topogr , vol.3 , pp. 407-423
    • Field, A.S.1    Graupe, D.2
  • 3
    • 0142043333 scopus 로고    scopus 로고
    • Shifted factor analysis-part I: Models and properties
    • Harshman RA, Hong S, Lundy ME. Shifted factor analysis-part I: models and properties. J. Chemometr. 2003; 17: 363-378.
    • (2003) J. Chemometr. , vol.17 , pp. 363-378
    • Harshman, R.A.1    Hong, S.2    Lundy, M.E.3
  • 4
    • 0028807247 scopus 로고
    • Multivariate curve resolution applied to second order data
    • Tauler R. Multivariate curve resolution applied to second order data. Chemometr. Intell. Lab. Syst. 1995; 30: 133-146.
    • (1995) Chemometr. Intell. Lab. Syst. , vol.30 , pp. 133-146
    • Tauler, R.1
  • 5
    • 0002815738 scopus 로고
    • The structuring of change by P-technique and incremental R-technique
    • In, Harris CW (ed). Uni-versity of Wisconsin Press: Madison
    • Cattell RB. The structuring of change by P-technique and incremental R-technique. In Problems in Measuring Change, Harris CW (ed). Uni-versity of Wisconsin Press: Madison, 1963; 167-198.
    • (1963) Problems in Measuring Change , pp. 167-198
    • Cattell, R.B.1
  • 6
    • 0031646519 scopus 로고    scopus 로고
    • Standardization of second-order chromatographic/spectroscopic data for optimum chemical analysis
    • Prazen BJ, Synovec RE, Kowalski BR. Standardization of second-order chromatographic/spectroscopic data for optimum chemical analysis. Anal. Chem. 1998; 70: 218-225.
    • (1998) Anal. Chem. , vol.70 , pp. 218-225
    • Prazen, B.J.1    Synovec, R.E.2    Kowalski, B.R.3
  • 7
    • 0001173405 scopus 로고    scopus 로고
    • Partial linear fit: A new NMR spectroscopy preprocessing tool for pattern recognition applications
    • Vogels JTWE, Tas AC, Venekamp J, van der Greef J. Partial linear fit: a new NMR spectroscopy preprocessing tool for pattern recognition applications. J. Chemometr. 1996; 10: 425-438.
    • (1996) J. Chemometr. , vol.10 , pp. 425-438
    • Vogels, J.T.W.E.1    Tas, A.C.2    Venekamp, J.3    van der Greef, J.4
  • 8
    • 0037024701 scopus 로고    scopus 로고
    • Chromatographic alignment by warping and dynamic programming as a pre-processing tool for PARAFAC modeling for liquid chromatography-mass spectrometry data
    • Bylund D, Danielsson R, Malmquist G, Markides KE. Chromatographic alignment by warping and dynamic programming as a pre-processing tool for PARAFAC modeling for liquid chromatography-mass spectrometry data. J. Chromatogr. A 2002; 961: 237-244.
    • (2002) J. Chromatogr. A , vol.961 , pp. 237-244
    • Bylund, D.1    Danielsson, R.2    Malmquist, G.3    Markides, K.E.4
  • 9
    • 0032076034 scopus 로고    scopus 로고
    • Aligning of single and multiple wavelength chromatographic profiles for chemometric data analysis using correlation optimized warping
    • Nielsen N-PV, Carstensen JM, Smedsgaard J. Aligning of single and multiple wavelength chromatographic profiles for chemometric data analysis using correlation optimized warping. J. Chromatogr. A 1998; 805: 17-35.
    • (1998) J. Chromatogr. A , vol.805 , pp. 17-35
    • Nielsen, N-P.V.1    Carstensen, J.M.2    Smedsgaard, J.3
  • 10
    • 0018609459 scopus 로고
    • Charac-terization of normal human cells by pyrolysis-gas-chromatorgraphy mass spectrometry. Biomed
    • Reiner E, Abbey LE, Moran TF, Papamichalis P, Schafer RW. Charac-terization of normal human cells by pyrolysis-gas-chromatorgraphy mass spectrometry. Biomed. Mass Spectrom. 1979; 6: 491-498.
    • (1979) Mass Spectrom , vol.6 , pp. 491-498
    • Reiner, E.1    Abbey, L.E.2    Moran, T.F.3    Papamichalis, P.4    Schafer, R.W.5
  • 12
    • 0033580074 scopus 로고    scopus 로고
    • Shift and intensity modeling in spectroscopy-general concept and applications
    • Westad F, Martens H. Shift and intensity modeling in spectroscopy-general concept and applications. Chemometr. Intell. Lab. Syst. 1999; 45: 361-370.
    • (1999) Chemometr. Intell. Lab. Syst. , vol.45 , pp. 361-370
    • Westad, F.1    Martens, H.2
  • 13
    • 0000312259 scopus 로고
    • A dynamic factor analysis for the analysis of multi-variate time series
    • Molenaar PCM. A dynamic factor analysis for the analysis of multi-variate time series. Psychometrika 1985; 50: 181-202.
    • (1985) Psychometrika , vol.50 , pp. 181-202
    • Molenaar, P.C.M.1
  • 14
    • 0003130097 scopus 로고
    • The estimation of factor loadings by the method of maximum likelihood
    • Lawley DN. The estimation of factor loadings by the method of maximum likelihood. Proc. R. Soc. Edinb. 1940; 60: 64-82.
    • (1940) Proc. R. Soc. Edinb. , vol.60 , pp. 64-82
    • Lawley, D.N.1
  • 15
    • 0029725825 scopus 로고    scopus 로고
    • Blind separation of delayed sources based on information maximization
    • ICASSP-96
    • Torkkola K. Blind separation of delayed sources based on information maximization. Acoust Speech Signal Process. ICASSP-96 1996; 6: 3509-3512.
    • (1996) Acoust Speech Signal Process , vol.6 , pp. 3509-3512
    • Torkkola, K.1
  • 16
    • 0029411030 scopus 로고
    • An information maximization approach to blind source separation and blind deconvolution
    • Bell AJ, Sejnowski TJ. An information maximization approach to blind source separation and blind deconvolution. Neural Comput. 1995; 7: 1129-1159.
    • (1995) Neural Comput. , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 18
    • 0036648367 scopus 로고    scopus 로고
    • Non-orthogonal joint diagonalization in teh least-squares sense with application in blind source separation
    • Yeredor A. Non-orthogonal joint diagonalization in teh least-squares sense with application in blind source separation. IEEE Trans. Signal Process. 2002; 50: 1545-1553.
    • (2002) IEEE Trans. Signal Process , vol.50 , pp. 1545-1553
    • Yeredor, A.1
  • 19
    • 0142075211 scopus 로고    scopus 로고
    • Shifted factor analysis-part II: Algorithms
    • Hong S, Harshman RA. Shifted factor analysis-part II: algorithms. J. Chemometr. 2003a; 17: 379-388.
    • (2003) J. Chemometr. , vol.17 , pp. 379-388
    • Hong, S.1    Harshman, R.A.2
  • 20
    • 0142011494 scopus 로고    scopus 로고
    • Shifted factor analysis-part III: N-way generalization and application
    • Hong S, Harshman RA. Shifted factor analysis-part III: N-way generalization and application. J. Chemometr. 2003b; 17: 389-399.
    • (2003) J. Chemometr. , vol.17 , pp. 389-399
    • Hong, S.1    Harshman, R.A.2
  • 23
  • 24
    • 0001718376 scopus 로고    scopus 로고
    • PARAFAC2-part I: A direct fitting algorithm for the PARAFAC model
    • Kiers HAL, ten Berge JMF, Bro R. PARAFAC2-part I: a direct fitting algorithm for the PARAFAC model. J. Chemometr. 1999; 13: 275-294.
    • (1999) J. Chemometr. , vol.13 , pp. 275-294
    • Kiers, H.A.L.1    ten Berge, J.M.F.2    Bro, R.3
  • 25
    • 0012427741 scopus 로고
    • Factor analysis and principal components: Bilinear methods
    • Kruskal WH, Tanur JM (eds). Free Press: New York
    • Kruskal JB. Factor analysis and principal components: bilinear methods. In International Encyclopedia of Statistics, Kruskal WH, Tanur JM (eds). Free Press: New York, 1978; 307-330.
    • (1978) International Encyclopedia of Statistics , pp. 307-330
    • Kruskal, J.B.1
  • 26
    • 0542397878 scopus 로고    scopus 로고
    • Influence of temperature on vibrational spectra and consquences for the predictive ability of multivariate models
    • Wulfert F, Kok WT, Smilde AK. Influence of temperature on vibrational spectra and consquences for the predictive ability of multivariate models. Anal. Chem. 1998; 70: 1761-1767.
    • (1998) Anal. Chem. , vol.70 , pp. 1761-1767
    • Wulfert, F.1    Kok, W.T.2    Smilde, A.K.3
  • 27
    • 0035689047 scopus 로고    scopus 로고
    • Comparison of three-way resolution methods for non-trilinear chemical data sets
    • de Juan A, Tauler R. Comparison of three-way resolution methods for non-trilinear chemical data sets. J. Chemometr. 2001; 15: 749-772.
    • (2001) J. Chemometr. , vol.15 , pp. 749-772
    • de Juan, A.1    Tauler, R.2
  • 28
    • 0034174358 scopus 로고    scopus 로고
    • Correction of tempera-ture-induced spectral variation by continuous piecewise direct standardization
    • Wulfert F, Kok WT, de Noord OE, Smilde A. Correction of tempera-ture-induced spectral variation by continuous piecewise direct standardization. Anal. Chem. 2000; 72: 1639-1644.
    • (2000) Anal. Chem. , vol.72 , pp. 1639-1644
    • Wulfert, F.1    Kok, W.T.2    de Noord, O.E.3    Smilde, A.4
  • 29
    • 85163022030 scopus 로고
    • Window factor analysis: Theoretical derivation and application to low injection analysis data
    • Malinowski ER. Window factor analysis: theoretical derivation and application to low injection analysis data. J. Chemometr. 1992; 6: 29-40.
    • (1992) J. Chemometr. , vol.6 , pp. 29-40
    • Malinowski, E.R.1
  • 30
    • 0016467604 scopus 로고
    • Minimum prediction residual principle applied to speech recognition
    • Itakura F. Minimum prediction residual principle applied to speech recognition. IEEE Trans. Acoustics Speech Signal Processing 1975; 23: 67-72.
    • (1975) IEEE Trans. Acoustics Speech Signal Processing , vol.23 , pp. 67-72
    • Itakura, F.1
  • 31
    • 0017930815 scopus 로고
    • Dynamic-programming algorithm optimization for spoken word recognition
    • Sakoe H, Chiba S. Dynamic-programming algorithm optimization for spoken word recognition. IEEE Trans. Acoustics Speech Signal Proces-sing 1978; 26: 43-49.
    • (1978) IEEE Trans. Acoustics Speech Signal Proces-sing , vol.26 , pp. 43-49
    • Sakoe, H.1    Chiba, S.2
  • 33
    • 0020714456 scopus 로고
    • Rapid similarity searches of nucleic acid and protein data banks
    • Wilbur WJ, Lipman DJ. Rapid similarity searches of nucleic acid and protein data banks. Proc. Natl. Acad. Sci. USA 1983; 80: 726-730.
    • (1983) Proc. Natl. Acad. Sci. USA , vol.80 , pp. 726-730
    • Wilbur, W.J.1    Lipman, D.J.2
  • 35
    • 0002177299 scopus 로고
    • An overview of sequence comparison
    • In, Sankoff D, Kruskal JB (eds). Addison Wesley: Reading, MA
    • Kruskal JB. An overview of sequence comparison. In Time Warps, String Edits, and Macromolecules: the Theory and Practice of Sequence Com-parison, Sankoff D, Kruskal JB (eds). Addison Wesley: Reading, MA, 1983; 1-44.
    • (1983) The Theory and Practice of Sequence Com-parison , pp. 1-44
    • Kruskal, J.B.1
  • 39
    • 0036534398 scopus 로고    scopus 로고
    • A comparison of two algorithms for warping of analytical signals
    • Pravdova V, Walczak B, Massart DL. A comparison of two algorithms for warping of analytical signals. Anal. Chim. Acta 2002; 456: 77-92.
    • (2002) Anal. Chim. Acta , vol.456 , pp. 77-92
    • Pravdova, V.1    Walczak, B.2    Massart, D.L.3
  • 40
    • 4444351752 scopus 로고    scopus 로고
    • Correlation optimized warp-ing and dynamic time warping as preprocessing methods for chro-matographic data. J
    • Tomasi G, van-den-Berg F, Andersson C. Correlation optimized warp-ing and dynamic time warping as preprocessing methods for chro-matographic data. J. Chemometr. 2004; 18: 231-241.
    • (2004) Chemometr , vol.18 , pp. 231-241
    • Tomasi, G.1    van-den-Berg, F.2    Andersson, C.3
  • 42
    • 0001551293 scopus 로고
    • Local principal component models, rank maps and contextuality for curve resolution and multi-way calibration inference
    • Geladi P, Wold S. Local principal component models, rank maps and contextuality for curve resolution and multi-way calibration inference. Chemometr. Intell. Lab. Syst. 1987; 2: 273-281.
    • (1987) Chemometr. Intell. Lab. Syst. , vol.2 , pp. 273-281
    • Geladi, P.1    Wold, S.2
  • 43
    • 0003406531 scopus 로고
    • 3rd edn). The University of Chicago Press: Chicago
    • Harman HH. Modern Factor Analysis (3rd edn). The University of Chicago Press: Chicago, 1976; 278-335.
    • (1976) Modern Factor Analysis , pp. 278-335
    • Harman, H.H.1
  • 47
    • 0003408774 scopus 로고    scopus 로고
    • MATLAB: Optimization Toolbox User's Guide
    • MathWorks, (ver. 3.1.1). Author: Natick, MA,
    • MathWorks. MATLAB: Optimization Toolbox User's Guide, (ver. 3.1.1). Author: Natick, MA, 2007.
    • (2007)
  • 48
    • 48749101457 scopus 로고
    • Rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics
    • Kruskal JB. Rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics. Linear Algebra Appl. 1977; 18: 95-138.
    • (1977) Linear Algebra Appl , vol.18 , pp. 95-138
    • Kruskal, J.B.1
  • 49
    • 0642334046 scopus 로고    scopus 로고
    • A fast non-negativity-constrained linear least squares algorithm for use in multi-way algorithms
    • Bro R, de Jong S. A fast non-negativity-constrained linear least squares algorithm for use in multi-way algorithms. J. Chemometr. 1997; 11: 393-401.
    • (1997) J. Chemometr , vol.11 , pp. 393-401
    • Bro, R.1    de Jong, S.2
  • 50
    • 84977687187 scopus 로고
    • PROMAX: A quick method for rotation to oblique simple structure
    • Hendricson AE, While PO. PROMAX: a quick method for rotation to oblique simple structure. Br. J. Stat. Psychol. 1964; 17: 65-70.
    • (1964) Br. J. Stat. Psychol. , vol.17 , pp. 65-70
    • Hendricson, A.E.1    While, P.O.2
  • 51
    • 84984342002 scopus 로고
    • Selectivity, local rank, three-way data analysis and ambiguity in multivariate curve resolution
    • Tauler R, Smilde A, Kowalski B. Selectivity, local rank, three-way data analysis and ambiguity in multivariate curve resolution. J. Chemometr. 1995; 9: 31-58.
    • (1995) J. Chemometr. , vol.9 , pp. 31-58
    • Tauler, R.1    Smilde, A.2    Kowalski, B.3
  • 53
    • 0008740467 scopus 로고
    • Time-warping algorithm applied to chromato-graphic peak matching gas chromatography/Fourier transform infrared/mass spectrometry
    • Wang CP, Isenhour TL. Time-warping algorithm applied to chromato-graphic peak matching gas chromatography/Fourier transform infrared/mass spectrometry. Anal. Chem. 1987; 59: 649-654.
    • (1987) Anal. Chem. , vol.59 , pp. 649-654
    • Wang, C.P.1    Isenhour, T.L.2
  • 54
    • 0032045464 scopus 로고    scopus 로고
    • Synchronization of batch trajec-tories using dynamic time warping
    • Kassidas A, MacGregor JF, Taylor PA. Synchronization of batch trajec-tories using dynamic time warping. 1998; 44: 864-875.
    • (1998) AIChE J. , vol.44 , pp. 864-875
    • Kassidas, A.1    MacGregor, J.F.2    Taylor, P.A.3
  • 55
    • 0034260328 scopus 로고    scopus 로고
    • Comprehensive two-dimensional gas chromatography and chemometrics for the high-speed quanti-tative analysis of aromatic isomers in a jet fuel using the standard addition method and an objective retention time alignment algor-ithm
    • Fraga CG, Prazen BJ, Synovec RE. Comprehensive two-dimensional gas chromatography and chemometrics for the high-speed quanti-tative analysis of aromatic isomers in a jet fuel using the standard addition method and an objective retention time alignment algor-ithm. Anal. Chem. 2000; 72: 4154-4162.
    • (2000) Anal. Chem. , vol.72 , pp. 4154-4162
    • Fraga, C.G.1    Prazen, B.J.2    Synovec, R.E.3
  • 56
    • 0026169319 scopus 로고
    • Comprehensive two-dimensional gas chromatog-raphy using an on-column thermal disorption modulator interface
    • Liu Z, Phillips JB. Comprehensive two-dimensional gas chromatog-raphy using an on-column thermal disorption modulator interface. J. Chromatogr. Sci. 1991; 29: 227-231.
    • (1991) J. Chromatogr. Sci. , vol.29 , pp. 227-231
    • Liu, Z.1    Phillips, J.B.2


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