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Volumn 6621, Issue , 2008, Pages

Prediction of pH of cola beverage using Vis/NIR spectroscopy and least squares-support vector machine

Author keywords

Cola beverage; Least squares support vector machine (LS SVM); Partial least squares analysis (PLS); pH; Vis NIR spectroscopy

Indexed keywords

CALIBRATION; GRID COMPUTING; NEAR INFRARED SPECTROSCOPY; PH EFFECTS; PRINCIPAL COMPONENT ANALYSIS; RADIAL BASIS FUNCTION NETWORKS; SUPPORT VECTOR MACHINES;

EID: 41149116521     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.790945     Document Type: Conference Paper
Times cited : (1)

References (14)
  • 1
    • 2042517569 scopus 로고    scopus 로고
    • An integrated bienzyme glucose oxidase-fructose dehydrogenase- tetrathiafulvalene-3-mercaptopropionic acid-gold electrode for the simultaneous determination of glucose and fructose
    • S. Campuzano, Ó. A. Loaiza, M. Pedrero, F. J. M. De Villena, and J. M. Pingarrón, "An integrated bienzyme glucose oxidase-fructose dehydrogenase- tetrathiafulvalene-3-mercaptopropionic acid-gold electrode for the simultaneous determination of glucose and fructose," Bioelectrochemistry 63, 199-206 (2004).
    • (2004) Bioelectrochemistry , vol.63 , pp. 199-206
    • Campuzano, S.1    Loaiza, O.A.2    Pedrero, M.3    De Villena, F.J.M.4    Pingarrón, J.M.5
  • 2
    • 0032982271 scopus 로고    scopus 로고
    • Simultaneous determination of antioxidants, preservatives and sweeteners permitted as additives in food by mixed micellar electrokinetic chromatography
    • M. C. Boyce, "Simultaneous determination of antioxidants, preservatives and sweeteners permitted as additives in food by mixed micellar electrokinetic chromatography," J. Chromatogr. A 847, 369-375 (1999).
    • (1999) J. Chromatogr. A , vol.847 , pp. 369-375
    • Boyce, M.C.1
  • 4
    • 33750475551 scopus 로고    scopus 로고
    • Measurement of soluble solids contents and pH in orange juice using chemometrics and Vis/NIRS
    • H. Y. Cen, Y. He, and M. Huang, "Measurement of soluble solids contents and pH in orange juice using chemometrics and Vis/NIRS," J. Agric Food Chem. 54, 7437-7443 (2006).
    • (2006) J. Agric Food Chem , vol.54 , pp. 7437-7443
    • Cen, H.Y.1    He, Y.2    Huang, M.3
  • 5
    • 33750153235 scopus 로고    scopus 로고
    • Nondestructive measurement of the internal quality of bayberry juice using Vis/NIR spectroscopy
    • Y. N. Shao, and Y. He, "Nondestructive measurement of the internal quality of bayberry juice using Vis/NIR spectroscopy," J. Food Eng. 79, 1015-1019 (2007).
    • (2007) J. Food Eng , vol.79 , pp. 1015-1019
    • Shao, Y.N.1    He, Y.2
  • 6
    • 8544249898 scopus 로고    scopus 로고
    • Near infrared reflectance spectroscopy and multivariate analysis in enology determination or screening of fifteen parameters in different types of wines
    • M. Urbano-Cuadrado, M. D. L. de. Castro, P. M. Pérez-Juan, J. García-Olmo, and M. A. Gómez-Nieto, "Near infrared reflectance spectroscopy and multivariate analysis in enology determination or screening of fifteen parameters in different types of wines," Anal. Chim. Acta 527, 81-88 (2004).
    • (2004) Anal. Chim. Acta , vol.527 , pp. 81-88
    • Urbano-Cuadrado, M.1    de, M.D.L.2    Castro, P.3    Pérez-Juan, M.4    García-Olmo, J.5    Gómez-Nieto, M.A.6
  • 7
    • 33747082969 scopus 로고    scopus 로고
    • Combination of mid- and near-infrared spectroscopy for the determination of the quality properties of beers
    • F. A. Iňón, S. Garrigues, and M. De la Guardia, "Combination of mid- and near-infrared spectroscopy for the determination of the quality properties of beers," Anal. Chim. Acta 571, 167-174 (2006).
    • (2006) Anal. Chim. Acta , vol.571 , pp. 167-174
    • Iňón, F.A.1    Garrigues, S.2    De la Guardia, M.3
  • 8
    • 34447277678 scopus 로고    scopus 로고
    • Feasibility of the use of visible and near infrared spectroscopy to access soluble solids content and pH of rice wines
    • doi: 10.1016/j.jfoodeng.2007.03.035
    • F. Liu, Y. He, L. Wang, and H. M. Pam, "Feasibility of the use of visible and near infrared spectroscopy to access soluble solids content and pH of rice wines," J. Food Eng. doi: 10.1016/j.jfoodeng.2007.03.035 (2007).
    • (2007) J. Food Eng
    • Liu, F.1    He, Y.2    Wang, L.3    Pam, H.M.4
  • 10
    • 0036685120 scopus 로고    scopus 로고
    • Applications aspects of support vector machines
    • A. I. Belousov, S. A. Verzakov, and J. von Frese, "Applications aspects of support vector machines," J. Chemometr. 16, 482-489 (2002).
    • (2002) J. Chemometr , vol.16 , pp. 482-489
    • Belousov, A.I.1    Verzakov, S.A.2    von Frese, J.3
  • 12
    • 33746269100 scopus 로고    scopus 로고
    • Method for selecting parameters of least squares support vector machines and application
    • H. Guo, H. P. Liu, and L. Wang, "Method for selecting parameters of least squares support vector machines and application," Journal of System Simulation 18(7), 2033-2036 (2006).
    • (2006) Journal of System Simulation , vol.18 , Issue.7 , pp. 2033-2036
    • Guo, H.1    Liu, H.P.2    Wang, L.3
  • 13
    • 2342655711 scopus 로고    scopus 로고
    • Application of LS-SVM to non-linear phenomena in NIR spectroscopy: Development of a robust and portable sensor for acidity prediction in grapes
    • F. Chauchard, R. Cogdill, S. Roussel, J. M. Roger, and V.Bellon-Maurel, "Application of LS-SVM to non-linear phenomena in NIR spectroscopy: development of a robust and portable sensor for acidity prediction in grapes," Chemom. Intell. Lab. Syst. 71, 141-150 (2004).
    • (2004) Chemom. Intell. Lab. Syst , vol.71 , pp. 141-150
    • Chauchard, F.1    Cogdill, R.2    Roussel, S.3    Roger, J.M.4    Bellon-Maurel, V.5
  • 14
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • J. A. K. Suykens, and J. Vanderwalle, "Least squares support vector machine classifiers," Neural Process. Lett. 9, 293-300 (1999).
    • (1999) Neural Process. Lett , vol.9 , pp. 293-300
    • Suykens, J.A.K.1    Vanderwalle, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.