메뉴 건너뛰기




Volumn 54, Issue 2, 2013, Pages 1488-1498

Electronic nose and tongue combination for improved classification of Moroccan virgin olive oil profiles

Author keywords

Data fusion; Electronic nose; Electronic tongue; Low level of abstraction; Moroccan virgin olive oils; Variable selection

Indexed keywords

CLASSIFICATION RESULTS; DATA FUSION TECHNIQUE; ELECTRONIC NOSE; LOW-COST ELECTRONICS; LOW-LEVEL OF ABSTRACTION; SUPPORT VECTOR MACHINE (SVMS); VARIABLE SELECTION; VIRGIN OLIVE OIL;

EID: 84887009940     PISSN: 09639969     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.foodres.2013.09.036     Document Type: Article
Times cited : (114)

References (46)
  • 1
    • 33750698245 scopus 로고    scopus 로고
    • Monitoring the freshness of Moroccan sardines with a neural-network based electronic nose
    • Amari A., El Barbri N., Llobet E., El Bari N., Correig X., Bouchikhi B. Monitoring the freshness of Moroccan sardines with a neural-network based electronic nose. Sensors 2006, 6:1209-1223.
    • (2006) Sensors , vol.6 , pp. 1209-1223
    • Amari, A.1    El Barbri, N.2    Llobet, E.3    El Bari, N.4    Correig, X.5    Bouchikhi, B.6
  • 2
    • 79951920633 scopus 로고    scopus 로고
    • Conception and development of a portable electronic nose system for classification of raw milk using principal component analysis approach
    • Amari A., El Bari N., Bouchikhi B. Conception and development of a portable electronic nose system for classification of raw milk using principal component analysis approach. Sensors & Transducers Journal 2009, 102:33-44.
    • (2009) Sensors & Transducers Journal , vol.102 , pp. 33-44
    • Amari, A.1    El Bari, N.2    Bouchikhi, B.3
  • 5
    • 33846594310 scopus 로고    scopus 로고
    • Novel method based on carbon paste electrodes for the evaluation of bitterness in extra virgin olive oils
    • Apetrei C., Gutierez F., Rodriguez-Méndez M.L., De Saja J.A. Novel method based on carbon paste electrodes for the evaluation of bitterness in extra virgin olive oils. Sensors and Actuators B 2007, 121:567-575.
    • (2007) Sensors and Actuators B , vol.121 , pp. 567-575
    • Apetrei, C.1    Gutierez, F.2    Rodriguez-Méndez, M.L.3    De Saja, J.A.4
  • 7
    • 0037210898 scopus 로고    scopus 로고
    • Electronic noses inter-comparison, data fusion and sensor selection in discrimination of standard fruit solutions
    • Boilot P., Hines E.L., Gongora M.A., Folland R.S. Electronic noses inter-comparison, data fusion and sensor selection in discrimination of standard fruit solutions. Sensors and Actuators B 2003, 88:80-88.
    • (2003) Sensors and Actuators B , vol.88 , pp. 80-88
    • Boilot, P.1    Hines, E.L.2    Gongora, M.A.3    Folland, R.S.4
  • 8
    • 84859004432 scopus 로고    scopus 로고
    • A voltammetric electronic tongue as tool for water quality monitoring in wastewater treatment plants
    • Campos I., Alcañiz M., Aguado D., Baratd R., Ferrer J., Gil L., et al. A voltammetric electronic tongue as tool for water quality monitoring in wastewater treatment plants. Water Research 2012, 46:2605-2614.
    • (2012) Water Research , vol.46 , pp. 2605-2614
    • Campos, I.1    Alcañiz, M.2    Aguado, D.3    Baratd, R.4    Ferrer, J.5    Gil, L.6
  • 9
    • 33645159088 scopus 로고    scopus 로고
    • Analysis of single-cultivar extra virgin olive oils by means of an electronic nose and HS-SPME/GC/MS methods
    • Cimato A., Dello Monaco D., Distante C., Epifani M., Siciliano P., Taurino A.M., et al. Analysis of single-cultivar extra virgin olive oils by means of an electronic nose and HS-SPME/GC/MS methods. Sensors and Actuators B 2006, 114:674-680.
    • (2006) Sensors and Actuators B , vol.114 , pp. 674-680
    • Cimato, A.1    Dello Monaco, D.2    Distante, C.3    Epifani, M.4    Siciliano, P.5    Taurino, A.M.6
  • 10
    • 33646500806 scopus 로고    scopus 로고
    • Geographical origin and authentication of extra virgin olive oils by an electronic nose in combination with artificial neural networks
    • Cosio M.S., Ballabio D., Benedetti S., Gigliotti C. Geographical origin and authentication of extra virgin olive oils by an electronic nose in combination with artificial neural networks. Analytica Chimica Acta 2006, 567:202-210.
    • (2006) Analytica Chimica Acta , vol.567 , pp. 202-210
    • Cosio, M.S.1    Ballabio, D.2    Benedetti, S.3    Gigliotti, C.4
  • 11
    • 33748331505 scopus 로고    scopus 로고
    • Evaluation of different storage conditions of extra virgin olive oils with an innovative recognition tool built by means of electronic nose and electronic tongue
    • Cosio M.S., Ballabio D., Benedetti S., Gigliotti C. Evaluation of different storage conditions of extra virgin olive oils with an innovative recognition tool built by means of electronic nose and electronic tongue. Food Chemistry 2007, 101:485-491.
    • (2007) Food Chemistry , vol.101 , pp. 485-491
    • Cosio, M.S.1    Ballabio, D.2    Benedetti, S.3    Gigliotti, C.4
  • 13
    • 77954550478 scopus 로고    scopus 로고
    • Electronic tongues employing electrochemical sensors
    • Del Valle M. Electronic tongues employing electrochemical sensors. Electroanalysis 2010, 22:1539-1555.
    • (2010) Electroanalysis , vol.22 , pp. 1539-1555
    • Del Valle, M.1
  • 14
    • 0034648775 scopus 로고    scopus 로고
    • Genetic algorithms applied to the selection of factors in principal component regression
    • Depczynski U., Frost V.J., Molt K. Genetic algorithms applied to the selection of factors in principal component regression. Analytica Chimica Acta 2000, 420:217-227.
    • (2000) Analytica Chimica Acta , vol.420 , pp. 217-227
    • Depczynski, U.1    Frost, V.J.2    Molt, K.3
  • 15
    • 0003031137 scopus 로고    scopus 로고
    • Electronic nose and electronic tongue integration for improved classification of clinical and food samples
    • Di Natale C., Paolesse R., Macagnano A., Mantini A., D'Amico A., Legin A., et al. Electronic nose and electronic tongue integration for improved classification of clinical and food samples. Sensors and Actuators B 2000, 64:15-21.
    • (2000) Sensors and Actuators B , vol.64 , pp. 15-21
    • Di Natale, C.1    Paolesse, R.2    Macagnano, A.3    Mantini, A.4    D'Amico, A.5    Legin, A.6
  • 17
    • 77953321145 scopus 로고    scopus 로고
    • Virgin olive oil sensory evaluation by an artificial olfactory system, based on quartz crystal microbalance (QCM) sensors
    • Escuderos M.E., Sánchez S., Jiménez A. Virgin olive oil sensory evaluation by an artificial olfactory system, based on quartz crystal microbalance (QCM) sensors. Sensors and Actuators B 2010, 147:159-164.
    • (2010) Sensors and Actuators B , vol.147 , pp. 159-164
    • Escuderos, M.E.1    Sánchez, S.2    Jiménez, A.3
  • 18
    • 0003578015 scopus 로고
    • Heinemann Educational, London, UK
    • Everitt B. Cluster analysis 1974, Heinemann Educational, London, UK.
    • (1974) Cluster analysis
    • Everitt, B.1
  • 20
    • 16644388588 scopus 로고    scopus 로고
    • Enhancing electronic nose performance by sensor selection using a new integer-based genetic algorithm approach
    • Gardner J.W., Boilot P., Hines E.L. Enhancing electronic nose performance by sensor selection using a new integer-based genetic algorithm approach. Sensors and Actuators B 2005, 106:114-121.
    • (2005) Sensors and Actuators B , vol.106 , pp. 114-121
    • Gardner, J.W.1    Boilot, P.2    Hines, E.L.3
  • 21
    • 0042889023 scopus 로고    scopus 로고
    • Non-conventional parameters for quality evaluation of refined oils with special reference to commercial class olive oil
    • Gomes T., Caponio F., Delcuratolo D. Non-conventional parameters for quality evaluation of refined oils with special reference to commercial class olive oil. Food Chemistry 2003, 83:403-408.
    • (2003) Food Chemistry , vol.83 , pp. 403-408
    • Gomes, T.1    Caponio, F.2    Delcuratolo, D.3
  • 22
    • 0342955671 scopus 로고    scopus 로고
    • Array of sensors based on conducting polymers for the quality control of the aroma of the virgin olive oil
    • Guadarrama A., Rodriguez-Méndez M.L., de Saja J.A., Rios J.L., Olias J.M. Array of sensors based on conducting polymers for the quality control of the aroma of the virgin olive oil. Sensors and Actuators B 2000, 69:276-282.
    • (2000) Sensors and Actuators B , vol.69 , pp. 276-282
    • Guadarrama, A.1    Rodriguez-Méndez, M.L.2    de Saja, J.A.3    Rios, J.L.4    Olias, J.M.5
  • 25
    • 60549084943 scopus 로고    scopus 로고
    • Resolution of heavy metal mixtures from highly overlapped ASV voltammograms employing a wavelet neural network
    • Gutierrez J.M., Moreno-Baron L., Cespedes F., Munoz R., Del Valle M. Resolution of heavy metal mixtures from highly overlapped ASV voltammograms employing a wavelet neural network. Electroanalysis 2009, 21:445-451.
    • (2009) Electroanalysis , vol.21 , pp. 445-451
    • Gutierrez, J.M.1    Moreno-Baron, L.2    Cespedes, F.3    Munoz, R.4    Del Valle, M.5
  • 27
    • 84857172144 scopus 로고    scopus 로고
    • Discrimination and identification of geographical origin virgin olive oil by an e-nose based on MOS sensors and pattern recognition techniques
    • Haddi Z., Amari A., Ould Ali A., El Bari N., Barhoumi H., Maaref A., et al. Discrimination and identification of geographical origin virgin olive oil by an e-nose based on MOS sensors and pattern recognition techniques. Procedia Engineering 2011, 25:1137-1140.
    • (2011) Procedia Engineering , vol.25 , pp. 1137-1140
    • Haddi, Z.1    Amari, A.2    Ould Ali, A.3    El Bari, N.4    Barhoumi, H.5    Maaref, A.6
  • 28
  • 29
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • Hsu C.W., Lin C.J. A comparison of methods for multi-class support vector machines. IEEE Transactions on Neural Networks 2002, 13:415-425.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2
  • 30
    • 77957916986 scopus 로고    scopus 로고
    • Electronic tongue for the detection of taste-masking microencapsulation of active pharmaceutical substances
    • Jańczyk M., Kutyła A., Sollohub K., Wosicka H., Cal K., Ciosek P. Electronic tongue for the detection of taste-masking microencapsulation of active pharmaceutical substances. Bioelectrochemistry 2010, 80:94-98.
    • (2010) Bioelectrochemistry , vol.80 , pp. 94-98
    • Jańczyk, M.1    Kutyła, A.2    Sollohub, K.3    Wosicka, H.4    Cal, K.5    Ciosek, P.6
  • 31
    • 84878019400 scopus 로고    scopus 로고
    • Application of "magnetic tongue" to the sensory evaluation of extra virgin olive oil
    • Lauri I., Pagano B., Malmendal A., Sacchi R., Novellino E., Randazzo A. Application of "magnetic tongue" to the sensory evaluation of extra virgin olive oil. Food Chemistry 2013, 140:692-699.
    • (2013) Food Chemistry , vol.140 , pp. 692-699
    • Lauri, I.1    Pagano, B.2    Malmendal, A.3    Sacchi, R.4    Novellino, E.5    Randazzo, A.6
  • 32
    • 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
    • Leardi R., Seasholttz M.B., Pell R.J. 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 2002, 461:189-200.
    • (2002) Analytica Chimica Acta , vol.461 , pp. 189-200
    • Leardi, R.1    Seasholttz, M.B.2    Pell, R.J.3
  • 37
    • 0035923369 scopus 로고    scopus 로고
    • A practical approach for fish freshness determinations using a portable electronic nose
    • O'Connell M., Valdora G., Peltzer G., Negri R.M. A practical approach for fish freshness determinations using a portable electronic nose. Sensors and Actuators B 2001, 80:149-154.
    • (2001) Sensors and Actuators B , vol.80 , pp. 149-154
    • O'Connell, M.1    Valdora, G.2    Peltzer, G.3    Negri, R.M.4
  • 39
    • 34047144329 scopus 로고    scopus 로고
    • Comparing the performance of different features in sensor arrays
    • Pardo M., Sberveglieri G. Comparing the performance of different features in sensor arrays. Sensors and Actuators B 2007, 123:437-443.
    • (2007) Sensors and Actuators B , vol.123 , pp. 437-443
    • Pardo, M.1    Sberveglieri, G.2
  • 40
    • 44149124817 scopus 로고    scopus 로고
    • Evaluation of the polyphenolic content of extra virgin olive oils using an array of voltammetric sensors
    • Rodriguez-Méndez M.L., Apetrei C., De Saja J.A. Evaluation of the polyphenolic content of extra virgin olive oils using an array of voltammetric sensors. Electrochimica Acta 2008, 53:5867-5872.
    • (2008) Electrochimica Acta , vol.53 , pp. 5867-5872
    • Rodriguez-Méndez, M.L.1    Apetrei, C.2    De Saja, J.A.3
  • 42
    • 0031141809 scopus 로고    scopus 로고
    • Determination of the geographical origin of Italian extra virgin olive oil using pyrolysis mass spectrometry and artificial neural networks
    • Salter G.J., Lazzari M., Giansante L., Goodacre R., Jones A., Surriechio G., et al. Determination of the geographical origin of Italian extra virgin olive oil using pyrolysis mass spectrometry and artificial neural networks. Journal of Analytical and Applied Pyrolysis 1997, 40-41:159-170.
    • (1997) Journal of Analytical and Applied Pyrolysis , pp. 159-170
    • Salter, G.J.1    Lazzari, M.2    Giansante, L.3    Goodacre, R.4    Jones, A.5    Surriechio, G.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.