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Volumn 180, Issue 5-6, 2013, Pages 319-330

Comparison of methods for the processing of voltammetric electronic tongues data

Author keywords

Artificial neural network; Data preprocessing; Electronic tongue; Multivariate data analysis; Partial least squares regression; Voltammetric sensors

Indexed keywords


EID: 84875210804     PISSN: 00263672     EISSN: 14365073     Source Type: Journal    
DOI: 10.1007/s00604-012-0938-7     Document Type: Article
Times cited : (78)

References (52)
  • 2
    • 34748826106 scopus 로고    scopus 로고
    • Sensor arrays for liquid sensing - electronic tongue systems
    • Ciosek P, Wroblewski W (2007) Sensor arrays for liquid sensing - electronic tongue systems. Analyst 132: 963-978.
    • (2007) Analyst , vol.132 , pp. 963-978
    • Ciosek, P.1    Wroblewski, W.2
  • 3
    • 0000786897 scopus 로고    scopus 로고
    • Non-selective chemical sensors in analytical chemistry: from "electronic nose" to electronic tongue
    • Vlasov Y, Legin A (1998) Non-selective chemical sensors in analytical chemistry: from "electronic nose" to "electronic tongue". Fresenius J Anal Chem 361: 255-260.
    • (1998) Fresenius J Anal Chem , vol.361 , pp. 255-260
    • Vlasov, Y.1    Legin, A.2
  • 4
    • 28544443727 scopus 로고    scopus 로고
    • Nonspecific sensor arrays ("electronic tongue") for chemical analysis of liquids (IUPAC Technical Report)
    • Vlasov Y, Legin A, Rudnitskaya A, Di Natale C, D'Amico A (2005) Nonspecific sensor arrays ("electronic tongue") for chemical analysis of liquids (IUPAC Technical Report). Pure Appl Chem 77: 1965-1983.
    • (2005) Pure Appl Chem , vol.77 , pp. 1965-1983
    • Vlasov, Y.1    Legin, A.2    Rudnitskaya, A.3    Di Natale, C.4    D'Amico, A.5
  • 5
    • 77954550478 scopus 로고    scopus 로고
    • Electronic Tongues Employing Electrochemical Sensors
    • del Valle M (2010) Electronic Tongues Employing Electrochemical Sensors. Electroanal 22: 1539-1555.
    • (2010) Electroanal , vol.22 , pp. 1539-1555
    • del Valle, M.1
  • 6
    • 73149083942 scopus 로고    scopus 로고
    • Compensation for the drift-like terms caused by environmental fluctuations in the responses of chemoresistive gas sensors
    • Hossein-Babaei F, Ghafarinia V (2010) Compensation for the drift-like terms caused by environmental fluctuations in the responses of chemoresistive gas sensors. Sensor Actuat B-Chem 143: 641-648.
    • (2010) Sensor Actuat B-Chem , vol.143 , pp. 641-648
    • Hossein-Babaei, F.1    Ghafarinia, V.2
  • 7
    • 77955418687 scopus 로고    scopus 로고
    • SIA system employing the transient response from a potentiometric sensor array-Correction of a saline matrix effect
    • Mimendia A, Gutiérrez JM, Opalski LJ, Ciosek P, Wróblewski W, del Valle M (2010) SIA system employing the transient response from a potentiometric sensor array-Correction of a saline matrix effect. Talanta 82: 931-938.
    • (2010) Talanta , vol.82 , pp. 931-938
    • Mimendia, A.1    Gutiérrez, J.M.2    Opalski, L.J.3    Ciosek, P.4    Wróblewski, W.5    del Valle, M.6
  • 8
    • 71649113451 scopus 로고    scopus 로고
    • State of the Art in the Field of Electronic and Bioelectronic Tongues - Towards the Analysis of Wines
    • Zeravik J, Hlavacek A, Lacina K, Skladal P (2009) State of the Art in the Field of Electronic and Bioelectronic Tongues - Towards the Analysis of Wines. Electroanal 21: 2509-2520.
    • (2009) Electroanal , vol.21 , pp. 2509-2520
    • Zeravik, J.1    Hlavacek, A.2    Lacina, K.3    Skladal, P.4
  • 11
    • 33845429108 scopus 로고    scopus 로고
    • Review on multiway analysis in chemistry - 2000-2005
    • Bro R (2006) Review on multiway analysis in chemistry - 2000-2005. Crit Rev Anal Chem 36: 279-293.
    • (2006) Crit Rev Anal Chem , vol.36 , pp. 279-293
    • Bro, R.1
  • 12
    • 51449120475 scopus 로고    scopus 로고
    • Electrochemical micro(bio)sensor arrays
    • del Valle M (2008) Electrochemical micro(bio)sensor arrays. Microchim Acta 163: 1-2.
    • (2008) Microchim Acta , vol.163 , pp. 1-2
    • del Valle, M.1
  • 14
    • 0035368283 scopus 로고    scopus 로고
    • Compression of electronic tongue data based on voltammetry - a comparative study
    • Holmin S, Spångeus P, Krantz-Rülcker C, Winquist F (2001) Compression of electronic tongue data based on voltammetry - a comparative study. Sensor Actuat B-Chem 76: 455-464.
    • (2001) Sensor Actuat B-Chem , vol.76 , pp. 455-464
    • Holmin, S.1    Spångeus, P.2    Krantz-Rülcker, C.3    Winquist, F.4
  • 15
    • 77955549295 scopus 로고    scopus 로고
    • Comparison of multivariate preprocessing techniques as applied to electronic tongue based pattern classification for black tea
    • Palit M, Tudu B, Bhattacharyya N, Dutta A, Dutta PK, Jana A, Bandyopadhyay R, Chatterjee A (2010) Comparison of multivariate preprocessing techniques as applied to electronic tongue based pattern classification for black tea. Anal Chim Acta 675: 8-15.
    • (2010) Anal Chim Acta , vol.675 , pp. 8-15
    • Palit, M.1    Tudu, B.2    Bhattacharyya, N.3    Dutta, A.4    Dutta, P.K.5    Jana, A.6    Bandyopadhyay, R.7    Chatterjee, A.8
  • 16
    • 33845520883 scopus 로고    scopus 로고
    • Data analysis for electronic nose systems
    • Scott SM, James D, Ali Z (2006) Data analysis for electronic nose systems. Microchim Acta 156: 183-207.
    • (2006) Microchim Acta , vol.156 , pp. 183-207
    • Scott, S.M.1    James, D.2    Ali, Z.3
  • 17
    • 0036868392 scopus 로고    scopus 로고
    • Multivariate Data Analysis in Electroanalytical Chemistry
    • Richards E, Bessant C, Saini S (2002) Multivariate Data Analysis in Electroanalytical Chemistry. Electroanal 14: 1533-1542.
    • (2002) Electroanal , vol.14 , pp. 1533-1542
    • Richards, E.1    Bessant, C.2    Saini, S.3
  • 21
    • 47749093584 scopus 로고    scopus 로고
    • Multi-analyte sensing: a chemometrics approach to understanding the merits of electrode arrays versus single electrodes
    • Ebrahimi D, Chow E, Gooding JJ, Hibbert DB (2008) Multi-analyte sensing: a chemometrics approach to understanding the merits of electrode arrays versus single electrodes. Analyst 133: 1090-1096.
    • (2008) Analyst , vol.133 , pp. 1090-1096
    • Ebrahimi, D.1    Chow, E.2    Gooding, J.J.3    Hibbert, D.B.4
  • 22
    • 0004050741 scopus 로고    scopus 로고
    • Multi-way analysis in the food industry
    • University of Amsterdam,
    • Bro R (1998) Multi-way analysis in the food industry. Models, algorithms and applications. University of Amsterdam,.
    • (1998) Models, algorithms and applications
    • Bro, R.1
  • 23
    • 79953284526 scopus 로고    scopus 로고
    • Multiway Processing of Data Generated with a Potentiometric Electronic Tongue in a SIA System
    • Cartas R, Mimendia A, Legin A, del Valle M (2011) Multiway Processing of Data Generated with a Potentiometric Electronic Tongue in a SIA System. Electroanal 23: 953-961.
    • (2011) Electroanal , vol.23 , pp. 953-961
    • Cartas, R.1    Mimendia, A.2    Legin, A.3    del Valle, M.4
  • 24
    • 0142071014 scopus 로고    scopus 로고
    • Selection of quasi-optimal inputs in chemometrics modeling by artificial neural network analysis
    • Boger Z (2003) Selection of quasi-optimal inputs in chemometrics modeling by artificial neural network analysis. Anal Chim Acta 490: 31-40.
    • (2003) Anal Chim Acta , vol.490 , pp. 31-40
    • Boger, Z.1
  • 25
    • 83455238092 scopus 로고    scopus 로고
    • Resolution of phenolic antioxidant mixtures employing a voltammetric bio-electronic tongue
    • Cetó X, Céspedes F, Pividori MI, Gutiérrez JM, del Valle M (2012) Resolution of phenolic antioxidant mixtures employing a voltammetric bio-electronic tongue. Analyst 137: 349-356.
    • (2012) Analyst , vol.137 , pp. 349-356
    • Cetó, X.1    Céspedes, F.2    Pividori, M.I.3    Gutiérrez, J.M.4    del Valle, M.5
  • 26
    • 0034618840 scopus 로고    scopus 로고
    • Simultaneous determination of phenol isomers in binary mixtures by differential pulse voltammetry using carbon fibre electrode and neural network with pruning as a multivariate calibration tool
    • de Carvalho RM, Mello C, Kubota LT (2000) Simultaneous determination of phenol isomers in binary mixtures by differential pulse voltammetry using carbon fibre electrode and neural network with pruning as a multivariate calibration tool. Anal Chim Acta 420: 109-121.
    • (2000) Anal Chim Acta , vol.420 , pp. 109-121
    • de Carvalho, R.M.1    Mello, C.2    Kubota, L.T.3
  • 27
    • 0032597796 scopus 로고    scopus 로고
    • A method for evaluating data-preprocessing techniques for odour classification with an array of gas sensors
    • Gutiérrez-Osuna R, Nagle HT (1999) A method for evaluating data-preprocessing techniques for odour classification with an array of gas sensors. IEEE T Syst Man Cy B 29: 626-632.
    • (1999) IEEE T Syst Man Cy B , vol.29 , pp. 626-632
    • Gutiérrez-Osuna, R.1    Nagle, H.T.2
  • 28
    • 29244466825 scopus 로고    scopus 로고
    • Application of the wavelet transform coupled with artificial neural networks for quantification purposes in a voltammetric electronic tongue
    • Moreno-Barón L, Cartas R, Merkoçi A, Alegret S, del Valle M, Leija L, Hernandez PR, Muñoz R (2006) Application of the wavelet transform coupled with artificial neural networks for quantification purposes in a voltammetric electronic tongue. Sensor Actuat B-Chem 113: 487-499.
    • (2006) Sensor Actuat B-Chem , vol.113 , pp. 487-499
    • Moreno-Barón, L.1    Cartas, R.2    Merkoçi, A.3    Alegret, S.4    del Valle, M.5    Leija, L.6    Hernandez, P.R.7    Muñoz, R.8
  • 29
    • 84866135657 scopus 로고    scopus 로고
    • BioElectronic Tongue for the quantification of total polyphenol content in wine
    • Cetó X, Céspedes F, del Valle M (2012) BioElectronic Tongue for the quantification of total polyphenol content in wine. Talanta 99: 544-551.
    • (2012) Talanta , vol.99 , pp. 544-551
    • Cetó, X.1    Céspedes, F.2    del Valle, M.3
  • 30
    • 0003406531 scopus 로고
    • 3rd edn., Chicago: University of Chicago Press
    • Harman HH (1976) Modern Factor Analysis, 3rd edn. University of Chicago Press, Chicago.
    • (1976) Modern Factor Analysis
    • Harman, H.H.1
  • 31
    • 0343603384 scopus 로고    scopus 로고
    • Model selection using a simplex reproduction genetic algorithm
    • Vesin J-M, Grüter R (1999) Model selection using a simplex reproduction genetic algorithm. Signal Pocess 78: 321-327.
    • (1999) Signal Pocess , vol.78 , pp. 321-327
    • Vesin, J.-M.1    Grüter, R.2
  • 33
    • 0028209684 scopus 로고
    • Using artificial neural networks for solving chemical problems: Part I. Multi-layer feed-forward networks
    • Smits JRM, Melssen WJ, Buydens LMC, Kateman G (1994) Using artificial neural networks for solving chemical problems: Part I. Multi-layer feed-forward networks. Chemometr Intell Lab 22: 165-189.
    • (1994) Chemometr Intell Lab , vol.22 , pp. 165-189
    • Smits, J.R.M.1    Melssen, W.J.2    Buydens, L.M.C.3    Kateman, G.4
  • 35
    • 2942648062 scopus 로고
    • A new principle for fast Fourier transformation
    • Rader C, Brenner N (1976) A new principle for fast Fourier transformation. IEEE T Acoust Speech 24: 264-266.
    • (1976) IEEE T Acoust Speech , vol.24 , pp. 264-266
    • Rader, C.1    Brenner, N.2
  • 37
    • 0034731526 scopus 로고    scopus 로고
    • Neural network modelling for very small spectral data sets: reduction of the spectra and hierarchical approach
    • Tchistiakov V, Ruckebusch C, Duponchel L, Huvenne J-P, Legrand P (2000) Neural network modelling for very small spectral data sets: reduction of the spectra and hierarchical approach. Chemometr Intell Lab 54: 93-106.
    • (2000) Chemometr Intell Lab , vol.54 , pp. 93-106
    • Tchistiakov, V.1    Ruckebusch, C.2    Duponchel, L.3    Huvenne, J.-P.4    Legrand, P.5
  • 38
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition - the wavelet representation
    • Mallat SG (1989) A theory for multiresolution signal decomposition - the wavelet representation. IEEE Trans Pattern Anal Mach Intell 11: 674-693.
    • (1989) IEEE Trans Pattern Anal Mach Intell , vol.11 , pp. 674-693
    • Mallat, S.G.1
  • 40
    • 0000562670 scopus 로고
    • Decomposition of hardy functions into square integrable wavelets of constant shape
    • Grossmann A, Morlet J (1984) Decomposition of hardy functions into square integrable wavelets of constant shape. SIAM J Math Anal 15: 723-736.
    • (1984) SIAM J Math Anal , vol.15 , pp. 723-736
    • Grossmann, A.1    Morlet, J.2
  • 43
    • 76349111180 scopus 로고    scopus 로고
    • Partial least squares regression and projection on latent structure regression (PLS Regression)
    • Abdi H (2010) Partial least squares regression and projection on latent structure regression (PLS Regression). WIREs Comput Stat 2: 97-106.
    • (2010) WIREs Comput Stat , vol.2 , pp. 97-106
    • Abdi, H.1
  • 44
    • 0037190315 scopus 로고    scopus 로고
    • Second-order bilinear calibration: the effects of vectorising the data matrices of the calibration set
    • Faber NM, Ferre J, Boque R, Kalivas JH (2002) Second-order bilinear calibration: the effects of vectorising the data matrices of the calibration set. Chemometr Intell Lab 63: 107-116.
    • (2002) Chemometr Intell Lab , vol.63 , pp. 107-116
    • Faber, N.M.1    Ferre, J.2    Boque, R.3    Kalivas, J.H.4
  • 46
    • 0025732436 scopus 로고
    • Neural networks: A new method for solving chemical problems or just a passing phase?
    • Zupan J, Gasteiger J (1991) Neural networks: A new method for solving chemical problems or just a passing phase? Anal Chim Acta 248: 1-30.
    • (1991) Anal Chim Acta , vol.248 , pp. 1-30
    • Zupan, J.1    Gasteiger, J.2
  • 47
    • 0031735568 scopus 로고    scopus 로고
    • Neural networks in multivariate calibration
    • Despagne F, Luc Massart D (1998) Neural networks in multivariate calibration. Analyst 123: 157R-178R.
    • (1998) Analyst , vol.123
    • Despagne, F.1    Luc Massart, D.2
  • 48
  • 49
    • 84968920032 scopus 로고    scopus 로고
    • Chapter 6 BioElectronic Tongues: When the Sensor Array Incorporates Biosensors
    • In: Lvova L, Kirsanov D, Di Natale C, Legin A (eds), Pan Stanford Publishing, Salem MA
    • del Valle M, Cetó X, Gutiérrez M (2013) Chapter 6 BioElectronic Tongues: When the Sensor Array Incorporates Biosensors. In: Lvova L, Kirsanov D, Di Natale C, Legin A (eds) Multisensor systems for chemical analysis: materials and sensors. Pan Stanford Publishing, Salem MA.
    • (2013) Multisensor systems for chemical analysis: Materials and sensors
    • del Valle, M.1    Cetó, X.2    Gutiérrez, M.3
  • 52
    • 79952088981 scopus 로고    scopus 로고
    • Carbon Paste Electrodes Made from Different Carbonaceous Materials: Application in the Study of Antioxidants
    • Apetrei C, Apetrei IM, Saja JAD, Rodriguez-Mendez ML (2011) Carbon Paste Electrodes Made from Different Carbonaceous Materials: Application in the Study of Antioxidants. Sensors 11: 1328-1344.
    • (2011) Sensors , vol.11 , pp. 1328-1344
    • Apetrei, C.1    Apetrei, I.M.2    Saja, J.A.D.3    Rodriguez-Mendez, M.L.4


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