메뉴 건너뛰기




Volumn 183, Issue , 2013, Pages 52-57

Application of a GA-PLS strategy for variable reduction of electronic tongue signals

Author keywords

Electronic tongue Variable reduction Genetic algorithm (GA) Partial least square (PLS) regression Wine ageing

Indexed keywords

ALTERNATIVE METHODS; ELECTROCHEMICAL ACTIVITIES; ELECTROCHEMICAL SIGNALS; PARTIAL LEAST-SQUARES REGRESSION; PREDICTIVE ABILITIES; VARIABLE REDUCTIONS; VOLTAMMETRIC ELECTRONIC TONGUE; VOLTAMMETRIC SENSOR;

EID: 84876851029     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.snb.2013.03.114     Document Type: Article
Times cited : (30)

References (21)
  • 1
    • 77951205518 scopus 로고    scopus 로고
    • Highlights in recent applications of electronic tongues in food analysis
    • L. Escuder-Gilabert, M. Peris, and Review: Highlights in recent applications of electronic tongues in food analysis Analytica Chimica Acta 665 2010 15 25
    • (2010) Analytica Chimica Acta , vol.665 , pp. 15-25
    • Escuder-Gilabert, L.1    Peris, M.2    Review3
  • 3
    • 51449117462 scopus 로고    scopus 로고
    • Voltammetric electronic tongues-basic principles and applications
    • F. Winquist Voltammetric electronic tongues-basic principles and applications Microchimica Acta 163 2008 3 10
    • (2008) Microchimica Acta , vol.163 , pp. 3-10
    • Winquist, F.1
  • 4
    • 77954550478 scopus 로고    scopus 로고
    • Electronic tongues employing electrochemical sensors
    • M. Del Valle Electronic tongues employing electrochemical sensors Electroanalysis 22 2010 1539 1555
    • (2010) Electroanalysis , vol.22 , pp. 1539-1555
    • Del Valle, M.1
  • 6
    • 6344227992 scopus 로고    scopus 로고
    • Electrochemical sensor array made from bisphthalocyanine modified carbon paste electrodes for discrimination of red wines
    • V. Parra, T. Hernando, M.L. Rodriguez-Mendez, and J.A. de Saja Electrochemical sensor array made from bisphthalocyanine modified carbon paste electrodes for discrimination of red wines Electrochimica Acta 49 2004 5177 5185
    • (2004) Electrochimica Acta , vol.49 , pp. 5177-5185
    • Parra, V.1    Hernando, T.2    Rodriguez-Mendez, M.L.3    De Saja, J.A.4
  • 7
    • 33748201246 scopus 로고    scopus 로고
    • Electronic tongue based on chemically modified electrodes and voltammetry for the detection of adulterations in wines
    • DOI 10.1016/j.snb.2006.04.043, PII S0925400506003303
    • V. Parra, A.A. Arrieta, J.A. Fernandez-Escudero, M.L. Rodriguez-Mendez, and J.A. De Saja Electronic tongue based on chemically modified electrodes and voltammetry for the detection of adulterations in wines Sensors and Actuators B 118 2006 448 453 (Pubitemid 44308410)
    • (2006) Sensors and Actuators, B: Chemical , vol.118 , Issue.1-2 , pp. 448-453
    • Parra, V.1    Arrieta, A.A.2    Fernandez-Escudero, J.-A.3    Rodriguez-Mendez, M.L.4    De Saja, J.A.5
  • 8
    • 33846283010 scopus 로고    scopus 로고
    • Using an e-tongue based on voltammetric electrodes to discriminate among red wines aged in oak barrels or aged using alternative methods. Correlation between electrochemical signals and analytical parameters
    • DOI 10.1016/j.electacta.2006.09.014, PII S0013468606009790
    • C. Apetrei, I.M. Apetrei, I. Nevares, M. del Alamo, V. Parra, M.L. Rodriguez-Mendez, and J.A. De Saja Using an e-tongue based on voltammetric electrodes to discriminate among red wines aged in oak barrels or aged using alternative methods. Correlation between electrochemical signals and analytical parameters Electrochimica Acta 52 2007 2588 2594 (Pubitemid 46123289)
    • (2007) Electrochimica Acta , vol.52 , Issue.7 , pp. 2588-2594
    • Apetrei, C.1    Apetrei, I.M.2    Nevares, I.3    Del Alamo, M.4    Parra, V.5    Rodriguez-Mendez, M.L.6    De Saja, J.A.7
  • 9
    • 33646204901 scopus 로고    scopus 로고
    • E-tongue based on a hybrid array of voltammetric sesnors based on phthalocyanines, perylene derivatives and conducting polymers: Discrimination capability towards red wines elaborated with different varieties of grapes
    • V. Parra, A.A. Arrieta, J.A. fernandez-Escudero, H. García, C. Apetrei, M.L. Rodríguez-Méndez, and J.A. de Saja E-tongue based on a hybrid array of voltammetric sesnors based on phthalocyanines, perylene derivatives and conducting polymers: discrimination capability towards red wines elaborated with different varieties of grapes Sensors and Actuators B 115 2006 54 61
    • (2006) Sensors and Actuators B , vol.115 , pp. 54-61
    • Parra, V.1    Arrieta, A.A.2    Fernandez-Escudero, J.A.3    García, H.4    Apetrei, C.5    Rodríguez-Méndez, M.L.6    De Saja, J.A.7
  • 11
    • 33244490274 scopus 로고    scopus 로고
    • The analysis of sensor array data with various pattern recognition techniques
    • DOI 10.1016/j.snb.2005.04.008, PII S0925400505004296
    • P. Ciosek, and W. Wroblewski The analysis of sensor array data with various pattern recognition techniques Sensors and Actuators B 114 2006 85 93 (Pubitemid 43276167)
    • (2006) Sensors and Actuators, B: Chemical , vol.114 , Issue.1 , pp. 85-93
    • Ciosek, P.1    Wroblewski, W.2
  • 13
    • 0001912153 scopus 로고
    • Comparison of forward selection, backward elimination, and generalized simulated annealing for variable selection
    • J.M. Sutter, and J.H. Kalivas Comparison of forward selection, backward elimination, and generalized simulated annealing for variable selection Microchemical Journal 47 1993 60 66
    • (1993) Microchemical Journal , vol.47 , pp. 60-66
    • Sutter, J.M.1    Kalivas, J.H.2
  • 15
    • 0036070835 scopus 로고    scopus 로고
    • Investigation of electrode materials as sensors in a voltammetric electronic tongue
    • S. Holmin, F. Bjcrefors, M. Eriksson, C. Krantz-Rlcker, and F. Winquist Investigation of electrode materials as sensors in a voltammetric electronic tongue Electroanalysis 14 2002 839 847
    • (2002) Electroanalysis , vol.14 , pp. 839-847
    • Holmin, S.1    Bjcrefors, F.2    Eriksson, M.3    Krantz-Rlcker, C.4    Winquist, F.5
  • 16
    • 0037421652 scopus 로고    scopus 로고
    • Genetic-algorithm-based wavelength selection in multicomponent spectrophotometric determination by PLS: Application on copper and zinc mixture
    • J. Ghasemi, A. Niazi, and R. Leardi Genetic-algorithm-based wavelength selection in multicomponent spectrophotometric determination by PLS: application on copper and zinc mixture Talanta 59 2003 311 317
    • (2003) Talanta , vol.59 , pp. 311-317
    • Ghasemi, J.1    Niazi, A.2    Leardi, R.3
  • 17
    • 0345019845 scopus 로고    scopus 로고
    • Genetic algorithms applied to feature selection in PLS regression: How and when to use them
    • DOI 10.1016/S0169-7439(98)00051-3, PII S0169743998000513
    • R. Leardi, and A.L. Gonzalez Genetic algorithms applied to feature selection in PLS regression: how and when to use them Chemometrics and Intelligent Laboratory Systems 41 1998 195 207 (Pubitemid 28348346)
    • (1998) Chemometrics and Intelligent Laboratory Systems , vol.41 , Issue.2 , pp. 195-207
    • Leardi, R.1    Lupianez Gonzalez, A.2
  • 18
    • 77955709594 scopus 로고    scopus 로고
    • Application of an electronic tongue to study the effect of the use of pieces of wood and micro-oxygenation in the aging of red wine
    • M. Gay, C. Apetrei, I. Nevares, M. del Alamo, J. Zurro, N. Prieto, J.A. De Saja, and M.L. Rodriguez-Mendez Application of an electronic tongue to study the effect of the use of pieces of wood and micro-oxygenation in the aging of red wine Electrochimica Acta 55 2010 6782 6788
    • (2010) Electrochimica Acta , vol.55 , pp. 6782-6788
    • Gay, M.1    Apetrei, C.2    Nevares, I.3    Del Alamo, M.4    Zurro, J.5    Prieto, N.6    De Saja, J.A.7    Rodriguez-Mendez, M.L.8
  • 19
    • 85002377847 scopus 로고
    • Genetic algorithms as a strategy for feature selection
    • R. Leardi, R. Boggia, and M. Terrile Genetic algorithms as a strategy for feature selection Journal of Chemometrics 6 1992 267 281
    • (1992) Journal of Chemometrics , vol.6 , pp. 267-281
    • Leardi, R.1    Boggia, R.2    Terrile, M.3
  • 20
    • 0037150785 scopus 로고    scopus 로고
    • Variable selection for multivariate calibration using a genetic algorithm: Prediction of additive concentrations in polymer films from Fourier transform-infrared spectral data
    • DOI 10.1016/S0003-2670(02)00272-6, PII S0003267002002726
    • R. Leardi, M.B. Seasholtz, and R.J. Pell Variable selection for multivariate calibration using a genetic algorithm: prediction of additive concentrations in polymer films from Fourier transform-infrared spectral data Analytica Chimica Acta 461 2002 189 200 (Pubitemid 34607456)
    • (2002) Analytica Chimica Acta , vol.461 , Issue.2 , pp. 189-200
    • Leardi, R.1    Seasholtz, M.B.2    Pell, R.J.3
  • 21
    • 0036434747 scopus 로고    scopus 로고
    • Extraction of phenolic compounds during vinification of Pinot Noir wine examined by HPLC and cyclic voltammetry
    • H. Zou, A. Kilmartin, M.J. Inglis, and A. Frost Extraction of phenolic compounds during vinification of Pinot Noir wine examined by HPLC and cyclic voltammetry Australian Journal of Grape and Wine Research 8 2002 163 174 (Pubitemid 135710953)
    • (2002) Australian Journal of Grape and Wine Research , vol.8 , Issue.3 , pp. 163-174
    • Zou, H.1    Kilmartin, P.A.2    Inglis, M.J.3    Frost, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.