메뉴 건너뛰기




Volumn 146, Issue , 2014, Pages 250-254

FTIR-ATR determination of solid non fat (SNF) in raw milk using PLS and SVM chemometric methods

Author keywords

ATR MIR; PLS; Quantification; Raw milk; Solid non fat; SVM

Indexed keywords

ATR-MIR; PLS; QUANTIFICATION; RAW MILK; SVM;

EID: 84884953654     PISSN: 03088146     EISSN: 18737072     Source Type: Journal    
DOI: 10.1016/j.foodchem.2013.09.044     Document Type: Article
Times cited : (61)

References (19)
  • 2
    • 0031735568 scopus 로고    scopus 로고
    • Neural networks in multivariate calibration
    • F. Despagne, and D.L. Massart Neural networks in multivariate calibration Analyst 123 1998 157R 178R (Pubitemid 28528625)
    • (1998) Analyst , vol.123 , Issue.11
    • Despagne, F.1
  • 3
    • 11144325691 scopus 로고
    • Partial least-squares regression: A tutorial
    • P. Geladi, and B. 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, B.2
  • 6
    • 2442628299 scopus 로고    scopus 로고
    • Nutritional parameters of commercially available milk samples by FTIR and chemometric techniques
    • A.F. Iñón Nutritional parameters of commercially available milk samples by FTIR and chemometric techniques Analytica Chimica Acta 513 2004 401 412
    • (2004) Analytica Chimica Acta , vol.513 , pp. 401-412
    • Iñón, A.F.1
  • 7
    • 79958285653 scopus 로고    scopus 로고
    • Method performance study for total solids and total fat in coconut milk and products
    • N. Lakshanasom, A. Danudol, and T. Ningnoi Method performance study for total solids and total fat in coconut milk and products Journal of Food Composition and Analysis 24 2011 650 655
    • (2011) Journal of Food Composition and Analysis , vol.24 , pp. 650-655
    • Lakshanasom, N.1    Danudol, A.2    Ningnoi, T.3
  • 10
    • 0032750692 scopus 로고    scopus 로고
    • Pruning neural network for architecture optimization applied to near-infrared reflectance spectroscopic measurements. Determination of the nitrogen content in wheat leaves
    • C. Mello, R.J. Poppi, J.C. de Andrade, and H. Cantarella Pruning neural network for architecture optimization applied to near-infrared reflectance spectroscopic measurements. Determination of the nitrogen content in wheat leaves Analyst 124 1999 1669 1674
    • (1999) Analyst , vol.124 , pp. 1669-1674
    • Mello, C.1    Poppi, R.J.2    De Andrade, J.C.3    Cantarella, H.4
  • 11
    • 29344461176 scopus 로고
    • Fourier transform infrared determination of whey powder in nonfat dry milk
    • I.V. Mendenhall, and R.J. Brown Fourier transform infrared determination of whey powder in nonfat dry milk Journal of Dairy Science 74 1991 2896 2900
    • (1991) Journal of Dairy Science , vol.74 , pp. 2896-2900
    • Mendenhall, I.V.1    Brown, R.J.2
  • 12
    • 33744906791 scopus 로고    scopus 로고
    • Evaluation of the application of attenuated total reflectance-Fourier transform infrared spectrometry (ATR-FTIR) and chemometrics to the determination of nutritional parameters of yogurt samples
    • DOI 10.1007/s00216-006-0418-1
    • J. Moros, A. Iñón, M. Khanmohammadi, S. Garrigues, and M. de la Guardia Evaluation of the application of attenuated total reflectance-Fourier transform infrared spectrometry (ATR-FTIR) and chemometrics to the determination of nutritional parameters of yogurt samples Analytical and Bioanalytical Chemistry 385 2006 708 715 (Pubitemid 43846742)
    • (2006) Analytical and Bioanalytical Chemistry , vol.385 , Issue.4 , pp. 708-715
    • Moros, J.1    Inon, F.A.2    Khanmohammadi, M.3    Garrigues, S.4    De La Guardia, M.5
  • 13
    • 23344440785 scopus 로고    scopus 로고
    • Differentiation of apple juice samples on the basis of heat treatment and variety using chemometric analysis of MIR and NIR data
    • DOI 10.1016/j.foodres.2005.03.005, PII S0963996905000657
    • L.M. Reid, T. Woodcock, C.P. O'Donnell, J.D. Kelly, and G Downey Differentiation of apple juice samples on the basis of heat treatment and variety using chemometric analysis of MIR and NIR data Food Research International 38 2005 1109 1115 (Pubitemid 41102213)
    • (2005) Food Research International , vol.38 , Issue.10 , pp. 1109-1115
    • Reid, L.M.1    Woodcock, T.2    O'Donnell, C.P.3    Kelly, J.D.4    Downey, G.5
  • 14
    • 0035159079 scopus 로고    scopus 로고
    • Short-wave near-infrared spectroscopy of biological fluids. 1. Quantitative analysis of fat, protein, and lactose in raw milk by partial least-squares regression and band assignment
    • S. Šašić, and Y. Ozaki Short-wave near-infrared spectroscopy of biological fluids. 1. Quantitative analysis of fat, protein, and lactose in raw milk by partial least-squares regression and band assignment Analytical Chemistry 73 2001 64 71
    • (2001) Analytical Chemistry , vol.73 , pp. 64-71
    • Šašić, S.1    Ozaki, Y.2
  • 15
    • 0000060280 scopus 로고
    • Detection of foreign fat adulteration of milk fat by near infrared spectroscopic method
    • T. Sato, S. Kawano, and M. Iwamoto Detection of foreign fat adulteration of milk fat by near infrared spectroscopic method Journal of Dairy Science 73 1990 3408 3413
    • (1990) Journal of Dairy Science , vol.73 , pp. 3408-3413
    • Sato, T.1    Kawano, S.2    Iwamoto, M.3
  • 16
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • DOI 10.1023/B:STCO.0000035301.49549.88
    • A.J. Smola, and B. Scholkopf A tutorial on support vector regression Statistics and Computing 14 2004 199 222 (Pubitemid 39063488)
    • (2004) Statistics and Computing , vol.14 , Issue.3 , pp. 199-222
    • Smola, A.J.1    Scholkopf, B.2
  • 17
    • 0242656124 scopus 로고    scopus 로고
    • Accuracy of Fourier transform infrared spectrometry in determination of casein in dairy cows' milk
    • DOI 10.1017/S0022029903006435
    • L.K. Sorensen, M. Lund, and B. Juul Accuracy of fourier transform infrared spectrometry in determination of casein in dairy cows' milk Journal of Dairy Research 70 2003 445 452 (Pubitemid 37399959)
    • (2003) Journal of Dairy Research , vol.70 , Issue.4 , pp. 445-452
    • Sorensen, L.K.1    Lund, M.2    Juul, B.3
  • 18
    • 0002660750 scopus 로고    scopus 로고
    • The support vector method of function estimation
    • J. Suykens, J. Vandewalle, Kluwer Academic Publishers Boston
    • V. Vapnik The support vector method of function estimation J. Suykens, J. Vandewalle, Nonlinear modeling: Advanced black-box techniques 1998 Kluwer Academic Publishers Boston 55 85
    • (1998) Nonlinear Modeling: Advanced Black-box Techniques , pp. 55-85
    • Vapnik, V.1
  • 19
    • 34547576153 scopus 로고    scopus 로고
    • Study on infrared spectroscopy technique for fast measurement of protein content in milk powder based on LS-SVM
    • DOI 10.1016/j.jfoodeng.2007.04.031, PII S0260877407002798
    • D. Wu, Y. He, S. Feng, and D.W. Sun Study on infrared spectroscopy technique for fast measurement of protein content in milk powder based on LS-SVM Journal of Food Engineering 84 2008 124 131 (Pubitemid 47189751)
    • (2008) Journal of Food Engineering , vol.84 , Issue.1 , pp. 124-131
    • Wu, D.1    He, Y.2    Feng, S.3    Sun, D.-W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.