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Volumn 119, Issue 4, 2013, Pages 765-775

Foodstuff authentication from spectral data: Toward a species-independent discrimination between fresh and frozen-thawed fish samples

Author keywords

Foodstuff authentication; Near infrared spectroscopy; Orthogonal PLS; PLS DA

Indexed keywords

CLASSIFICATION ABILITY; CLASSIFICATION ACCURACY; CLASSIFICATION PERFORMANCE; FROZEN-THAWED FISH; LATENT VARIABLE MODELING; NEAR INFRARED SPECTRA; ORTHOGONAL PLS; PLS-DA;

EID: 84881284187     PISSN: 02608774     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jfoodeng.2013.07.005     Document Type: Article
Times cited : (42)

References (42)
  • 1
    • 80053177775 scopus 로고    scopus 로고
    • Near-infrared hyperspectral imaging for grading and classification of pork
    • D.F. Barbin, G. Elmasry, D.-W. Sun, and P. Allen Near-infrared hyperspectral imaging for grading and classification of pork Meat Science 90 2012 259 268
    • (2012) Meat Science , vol.90 , pp. 259-268
    • Barbin, D.F.1    Elmasry, G.2    Sun, D.-W.3    Allen, P.4
  • 2
    • 84876736804 scopus 로고    scopus 로고
    • NIR hyperspectral imaging as a non-destructive evaluation tool for the recognition of fresh and frozen-thawed porcine longissimus dorsi muscles
    • 10.1016/j.ifset.2012.12.011
    • D.F. Barbin, D.-W. Sun, and C. Su NIR hyperspectral imaging as a non-destructive evaluation tool for the recognition of fresh and frozen-thawed porcine longissimus dorsi muscles Innovative Food Science and Emerging Technologies 2013 10.1016/j.ifset.2012.12.011
    • (2013) Innovative Food Science and Emerging Technologies
    • Barbin, D.F.1    Sun, D.-W.2    Su, C.3
  • 3
    • 0037350844 scopus 로고    scopus 로고
    • Partial least-squares for discrimination
    • M. Barker, and W. Rayens Partial least-squares for discrimination Journal of Chemometrics 17 2003 166 173
    • (2003) Journal of Chemometrics , vol.17 , pp. 166-173
    • Barker, M.1    Rayens, W.2
  • 4
    • 0024701578 scopus 로고
    • Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra
    • R.J. Barnes, M.S. Dhanoa, and S.J. Lister Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra Applied Spectroscopy 43 1989 727 777
    • (1989) Applied Spectroscopy , vol.43 , pp. 727-777
    • Barnes, R.J.1    Dhanoa, M.S.2    Lister, S.J.3
  • 6
    • 0037625782 scopus 로고    scopus 로고
    • Analysis of water in food by near infrared spectroscopy
    • DOI 10.1016/S0308-8146(02)00583-6
    • H. Büning-Pfaue Analysis of water in food by near infrared spectroscopy Food Chemistry 82 2003 107 115 (Pubitemid 36542842)
    • (2003) Food Chemistry , vol.82 , Issue.1 , pp. 107-115
    • Buning-Pfaue, H.1
  • 8
    • 21244436700 scopus 로고    scopus 로고
    • Performance of some variable selection methods when multicollinearity is present
    • DOI 10.1016/j.chemolab.2004.12.011, PII S0169743905000031
    • I.-G. Chong, and C.H. Jun Performance of some variable selection methods when multicollinearity is present Chemometrics and Intelligent Laboratory Systems 78 2005 103 112 (Pubitemid 40884382)
    • (2005) Chemometrics and Intelligent Laboratory Systems , vol.78 , Issue.1-2 , pp. 103-112
    • Chong, I.-G.1    Jun, C.-H.2
  • 9
    • 84859199910 scopus 로고    scopus 로고
    • A review on the application of infrared technologies to determine and monitor composition and other quality characteristics in raw fish, fish products and seafood
    • D. Cozzolino, and I. Murray A review on the application of infrared technologies to determine and monitor composition and other quality characteristics in raw fish, fish products and seafood Applied Spectroscopy Review 47 2012 207 218
    • (2012) Applied Spectroscopy Review , vol.47 , pp. 207-218
    • Cozzolino, D.1    Murray, I.2
  • 10
    • 0038257180 scopus 로고    scopus 로고
    • Near infrared reflectance spectroscopy in the prediction of chemical characteristics of minced raw fish
    • DOI 10.1046/j.1365-2095.2002.00176.x
    • D. Cozzolino, I. Murray, and J.R. Scaife Near infrared reflectance spectroscopy in the prediction of chemical characteristics of minced raw fish Aquaculture Nutrition 8 2002 1 6 (Pubitemid 135715906)
    • (2002) Aquaculture Nutrition , vol.8 , Issue.1 , pp. 1-6
    • Cozzolino, D.1    Murray, I.2    Scaife, J.R.3
  • 11
    • 68349141221 scopus 로고    scopus 로고
    • Usefulness of near infrared reflectance (NIR) spectroscopy and chemometrics to discriminate between fishmeal, meat meal and soya meal samples
    • D. Cozzolino, E. Restaino, A. La Manna, E. Fernandez, and A. Fassio Usefulness of near infrared reflectance (NIR) spectroscopy and chemometrics to discriminate between fishmeal, meat meal and soya meal samples Ciencia e investigación agraria 36 2009 209 214
    • (2009) Ciencia e Investigación Agraria , vol.36 , pp. 209-214
    • Cozzolino, D.1    Restaino, E.2    La Manna, A.3    Fernandez, E.4    Fassio, A.5
  • 12
    • 0037105429 scopus 로고    scopus 로고
    • Comparison of methods of differentiating between fresh and frozen-thawed fish or fillets
    • DOI 10.1002/jsfa.1195
    • G. Duflos, B. Le Fur, V. Mulak, P. Becel, and P. Malle Comparison of methods of differentiating between fresh and frozen-thawed fish or fillets Journal of the Science of Food and Agriculture 82 2002 1341 1345 (Pubitemid 34995741)
    • (2002) Journal of the Science of Food and Agriculture , vol.82 , Issue.12 , pp. 1341-1345
    • Duflos, G.1    Fur, B.L.2    Mulak, V.3    Becel, P.4    Malle, P.5
  • 13
    • 84881292035 scopus 로고    scopus 로고
    • European Parliament Legislative Resolution of July, 6, 2011 on the Provision of Food Information to Consumers, amending Regulations (EC) No 1924/2006 and (EC) No 1925/2006 and repealing Directives 87/250/EEC, 90/496/EEC, 1999/10/EC, 2000/13/EC, 2002/67/EC, 2008/5/EC and Regulation (EC) No 608/2004 (17602/1/2010 - C7-0060/2011 - 2008/0028(COD)
    • European Parliament Legislative Resolution of July, 6, 2011 on the Provision of Food Information to Consumers, amending Regulations (EC) No 1924/2006 and (EC) No 1925/2006 and repealing Directives 87/250/EEC, 90/496/EEC, 1999/10/EC, 2000/13/EC, 2002/67/EC, 2008/5/EC and Regulation (EC) No 608/2004 (17602/1/2010 - C7-0060/2011 - 2008/0028(COD).
  • 18
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • T. Fawcett An introduction to ROC analysis Pattern Recognition Letters 27 2006 861 874
    • (2006) Pattern Recognition Letters , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 20
    • 11144325691 scopus 로고
    • Partial least squares regression: A tutorial
    • P. Geladi, and R. Kowalski Partial least squares regression: a tutorial Analytica Chimica Acta 185 1986 1 17
    • (1986) Analytica Chimica Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, R.2
  • 22
    • 28844477020 scopus 로고    scopus 로고
    • Utilisation of a rapid technique based on front-face fluorescence spectroscopy for differentiating between fresh and frozen-thawed fish fillets
    • DOI 10.1016/j.foodres.2005.08.007, PII S0963996905001924
    • R. Karoui, E. Thomas, and E. Dufour Utilisation of a rapid technique based on front-face fluorescence spectroscopy for differentiating between fresh and frozen-thawed fish fillets Food Research International 39 2006 349 355 (Pubitemid 41773050)
    • (2006) Food Research International , vol.39 , Issue.3 , pp. 349-355
    • Karoui, R.1    Thomas, E.2    Dufour, E.3
  • 24
    • 84873583723 scopus 로고    scopus 로고
    • VIS/NIR spectroscopy for non-destructive freshness assessment of Atlantic salmon (Salmo salar L) fillets
    • T. Kimiya, A.H. Sivertsen, and K. Heia VIS/NIR spectroscopy for non-destructive freshness assessment of Atlantic salmon (Salmo salar L) fillets Journal of Food Engineering 116 2013 758 764
    • (2013) Journal of Food Engineering , vol.116 , pp. 758-764
    • Kimiya, T.1    Sivertsen, A.H.2    Heia, K.3
  • 25
    • 84864806129 scopus 로고    scopus 로고
    • Differentiation of fresh and frozen/thawed fish, European sea bass (Dicentrarchus labrax), gilthead seabream (Sparus aurata), cod (Gadus morhua) and salmon (Salmo salar), using volatile compounds by SPME/GC/MS
    • F. Leduc, F. Krzewinski, B. Le Fur, A. N'Guessan, P. Malle, O. Kol, and G. Duflos Differentiation of fresh and frozen/thawed fish, European sea bass (Dicentrarchus labrax), gilthead seabream (Sparus aurata), cod (Gadus morhua) and salmon (Salmo salar), using volatile compounds by SPME/GC/MS Journal of the Science of Food and Agriculture 92 2012 2560 2568
    • (2012) Journal of the Science of Food and Agriculture , vol.92 , pp. 2560-2568
    • Leduc, F.1    Krzewinski, F.2    Le Fur, B.3    N'Guessan, A.4    Malle, P.5    Kol, O.6    Duflos, G.7
  • 26
    • 0035545384 scopus 로고    scopus 로고
    • Two-dimensional visible/near-infrared correlation spectroscopy study of thawing behavior of frozen chicken meats without exposure to air
    • DOI 10.1016/S0309-1740(00)00106-6, PII S0309174000001066
    • Y. Liu, and Y.-R. Chen Two-dimensional visible/near-infrared correlation spectroscopy study of thawing behavior of frozen chicken meats without exposure to air Meat Science 57 2001 299 310 (Pubitemid 33630631)
    • (2001) Meat Science , vol.57 , Issue.3 , pp. 299-310
    • Liu, Y.1    Chen, Y.-R.2
  • 27
    • 80555131177 scopus 로고    scopus 로고
    • Identification of cattle, llama and horse meat by near infrared reflectance or transflectance spectroscopy
    • L.W. Mamani-Linares, C. Gallo, and D. Alomar Identification of cattle, llama and horse meat by near infrared reflectance or transflectance spectroscopy Meat Science 90 2012 378 385
    • (2012) Meat Science , vol.90 , pp. 378-385
    • Mamani-Linares, L.W.1    Gallo, C.2    Alomar, D.3
  • 28
    • 0242577769 scopus 로고    scopus 로고
    • Destructive and non-destructive analytical techniques for authentication and composition analyses of foodstuffs
    • DOI 10.1016/j.tifs.2003.07.005
    • I. Martinez, M. Aursand, U. Erikson, T.E. Singstad, E. Veliyulin, and C. Van der Zwaag Destructive and non-destructive analytical techniques for authentication and composition analyses of foodstuffs Trends in Food Science and Technology 14 2003 489 498 (Pubitemid 37399473)
    • (2003) Trends in Food Science and Technology , vol.14 , Issue.12 , pp. 489-498
    • Martinez, I.1    Aursand, M.2    Erikson, U.3    Singstad, T.E.4    Veliyulin, E.5    Van Der Zwaag, C.6
  • 29
    • 0032945096 scopus 로고    scopus 로고
    • Quantitative magnetic resonance imaging of fresh and frozen-thawed trout
    • DOI 10.1016/S0730-725X(98)00189-1, PII S0730725X98001891
    • K.P. Nott, S.D. Evans, and L.D. Hall Quantitative magnetic resonance imaging of fresh and frozen-thawed trout Magnetic Resonance Imaging 17 1999 445 455 (Pubitemid 29180207)
    • (1999) Magnetic Resonance Imaging , vol.17 , Issue.3 , pp. 445-455
    • Nott, K.P.1    Evans, S.D.2    Hall, L.D.3
  • 30
  • 33
    • 79951479903 scopus 로고    scopus 로고
    • Changes in the meat from aquaculture species during storage at low temperature and attempts for differentiation between thawed-frozen and fresh chilled meat. A review
    • A. Pavlov Changes in the meat from aquaculture species during storage at low temperature and attempts for differentiation between thawed-frozen and fresh chilled meat. A review Bulgarian Journal of Veterinary Medicine 10 2007 67 75
    • (2007) Bulgarian Journal of Veterinary Medicine , vol.10 , pp. 67-75
    • Pavlov, A.1
  • 34
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • A. Savitzky, and M.J.E. Golay Smoothing and differentiation of data by simplified least squares procedures Analytical Chemistry 36 1964 1627 1639
    • (1964) Analytical Chemistry , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 35
    • 78650744044 scopus 로고    scopus 로고
    • Automatic freshness assessment of cod (Gadus morhua) fillets by VIS/NIR spectroscopy
    • A.H. Sivertsen, T. Kimiya, and K. Heia Automatic freshness assessment of cod (Gadus morhua) fillets by VIS/NIR spectroscopy Journal of Food Engineering 103 2011 317 323
    • (2011) Journal of Food Engineering , vol.103 , pp. 317-323
    • Sivertsen, A.H.1    Kimiya, T.2    Heia, K.3
  • 36
    • 0036083363 scopus 로고    scopus 로고
    • An investigation of orthogonal signal correction algorithms and their characteristics
    • O. Svensson, T. Kourti, and J.F. MacGregor An investigation of orthogonal signal correction algorithms and their characteristics Journal of Chemometrics 16 2002 176 188
    • (2002) Journal of Chemometrics , vol.16 , pp. 176-188
    • Svensson, O.1    Kourti, T.2    Macgregor, J.F.3
  • 37
    • 0036083139 scopus 로고    scopus 로고
    • Orthogonal projections to latent structures (O-PLS)
    • J. Trygg, and S. Wold Orthogonal projections to latent structures (O-PLS) Journal of Chemometrics 16 2002 119 128
    • (2002) Journal of Chemometrics , vol.16 , pp. 119-128
    • Trygg, J.1    Wold, S.2
  • 38
    • 84881299351 scopus 로고    scopus 로고
    • Differentiation of fresh and frozen-thawed fish
    • M. Leo, L.M.L. Nollet, F. Toldrá, CRC Press, Boca Raton USA
    • M. Uddin Differentiation of fresh and frozen-thawed fish M. Leo, L.M.L. Nollet, F. Toldrá, Handbook of Seafood and Seafood Product Analysis 2010 CRC Press, Boca Raton USA
    • (2010) Handbook of Seafood and Seafood Product Analysis
    • Uddin, M.1
  • 39
    • 27544507323 scopus 로고    scopus 로고
    • Non destructive visible/NIR spectroscopy for differentiation of fresh and frozen-thawed fish
    • M. Uddin, E. Okazaki, S. Torza, Y. Yumiko, M. Tanaka, and Y. Fukuda Non destructive visible/NIR spectroscopy for differentiation of fresh and frozen-thawed fish Journal of Food Science 70 2005 506 510
    • (2005) Journal of Food Science , vol.70 , pp. 506-510
    • Uddin, M.1    Okazaki, E.2    Torza, S.3    Yumiko, Y.4    Tanaka, M.5    Fukuda, Y.6
  • 41
    • 84951601886 scopus 로고
    • Cross-validatory estimation of number of components in factor and principal components models
    • S. Wold Cross-validatory estimation of number of components in factor and principal components models Technometrics 20 1978 397 405
    • (1978) Technometrics , vol.20 , pp. 397-405
    • Wold, S.1
  • 42
    • 84883655179 scopus 로고    scopus 로고
    • Application of visible and near infrared hyperspectral imaging to differentiate between fresh and frozen-thawed fish fillets
    • 10.1007/s11947-012-0825-6
    • F. Zhu, D. Zhang, Y. He, F. Liu, and D.-W. Sun Application of visible and near infrared hyperspectral imaging to differentiate between fresh and frozen-thawed fish fillets Food and Bioprocess Technology 2012 10.1007/s11947-012-0825-6
    • (2012) Food and Bioprocess Technology
    • Zhu, F.1    Zhang, D.2    He, Y.3    Liu, F.4    Sun, D.-W.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.