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Volumn 67, Issue 9, 2013, Pages 1064-1072

Application of laser-induced breakdown spectroscopy (LIBS) and neural networks to olive oils analysis

Author keywords

Edible oils; Laser induced breakdown spectroscopy; LIBS; Neural networks; Olive oils

Indexed keywords

EXTRA VIRGIN OLIVE OIL; LASERINDUCED BREAKDOWN SPECTROSCOPY (LIBS); LIBS; NEURAL NETWORKS (NNS); OLIVE OILS; REPRESENTATIVE SAMPLE; SINGLE LASER PULSE; SINGLE-SHOT MEASUREMENTS;

EID: 84883438002     PISSN: 00037028     EISSN: 19433530     Source Type: Journal    
DOI: 10.1366/12-06916     Document Type: Article
Times cited : (60)

References (54)
  • 2
    • 0036319840 scopus 로고    scopus 로고
    • The effects of harvest and extraction methods on the antioxidant content (phenolics, α-tocopherol, and β-carotene) in virgin olive oil
    • DOI 10.1016/S0308-8146(01)00399-5, PII S0308814601003995
    • E. Gimeno, A. I. Castellote, R. M. Lamuela-Raventós, M. C. De La Torre, M. C. López-Sabater. "The Effects of Harvest and Extraction Methods on the Antioxidant Content (Phenolics, [Alpha]-Tocopherol, and [Beta]-Carotene) in Virgin Olive Oil". Food Chem. 2002. 78(2):207-211. (Pubitemid 34814939)
    • (2002) Food Chemistry , vol.78 , Issue.2 , pp. 207-211
    • Gimeno, E.1    Castellote, A.I.2    Lamuela-Raventos, R.M.3    De La Torre, M.C.4    Lopez-Sabater, M.C.5
  • 3
    • 34547461077 scopus 로고    scopus 로고
    • Sequential (step-by-step) detection, identification and quantitation of extra virgin olive oil adulteration by chemometric treatment of chromatographic profiles
    • DOI 10.1007/s00216-007-1422-9
    • F. Capote, J. Jiménez, M. De Castro. "Sequential (Step-by-Step) Detection, Identification and Quantitation of Extra Virgin Olive Oil Adulteration by Chemometric Treatment of Chromatographic Profiles". Anal. Bioanal. Chem. 2007. 388(8):1859-1865. (Pubitemid 47173107)
    • (2007) Analytical and Bioanalytical Chemistry , vol.388 , Issue.8 , pp. 1859-1865
    • Capote, F.P.1    Jimenez, J.R.2    De Castro, M.D.L.3
  • 4
    • 33846651584 scopus 로고    scopus 로고
    • Determination of trace element in Italian virgin olive oils and their characterization according to geographical origin by statistical analysis
    • DOI 10.1016/j.aca.2006.12.040, PII S0003267006024561
    • C. Benincasa, J. Lewis, E. Perri, G. Sindona, A. Tagarelli. "Determination of Trace Element in Italian Virgin Olive Oils and Their Characterization According to Geographical Origin by Statistical Analysis". Anal. Chim. Acta. 2007. 585(2):366-370. (Pubitemid 46188426)
    • (2007) Analytica Chimica Acta , vol.585 , Issue.2 , pp. 366-370
    • Benincasa, C.1    Lewis, J.2    Perri, E.3    Sindona, G.4    Tagarelli, A.5
  • 5
    • 18144373082 scopus 로고    scopus 로고
    • Direct olive oil authentication: Detection of adulteration of olive oil with hazelnut oil by direct coupling of headspace and mass spectrometry, and multivariate regression techniques
    • DOI 10.1016/j.chroma.2005.03.081
    • F. Pẽna, S. Cárdenas, M. Gallego, M. Valcárcel. "Direct Olive Oil Authentication: Detection of Adulteration of Olive Oil with Hazelnut Oil by Direct Coupling of Headspace and Mass Spectrometry, and Multivariate Regression Techniques". J. Chromatogr., A. 2005. 1074 (1-2):215-221. (Pubitemid 40615060)
    • (2005) Journal of Chromatography A , vol.1074 , Issue.1-2 , pp. 215-221
    • Pena, F.1    Cardenas, S.2    Gallego, M.3    Valcarcel, M.4
  • 6
    • 0037194243 scopus 로고    scopus 로고
    • Investigations of the adulteration of extra virgin olive oils with seed oils using their weak chemiluminescence
    • DOI 10.1016/S0003-2670(02)00436-1, PII S0003267002004361
    • K. Papadopoulos, T. Triantis, C. H. Tzikis, A. Nikokavoura, D. Dimotikali. "Investigations of the Adulteration of Extra Virgin Olive Oils with Seed Oils Using Their Weak Chemiluminescence". Anal. Chim. Acta. 2002. 464(1):135-140. (Pubitemid 34756548)
    • (2002) Analytica Chimica Acta , vol.464 , Issue.1 , pp. 135-140
    • Papadopoulos, K.1    Triantis, T.2    Tzikis, C.H.3    Nikokavoura, A.4    Dimotikali, D.5
  • 7
    • 19744372628 scopus 로고    scopus 로고
    • Gas-chromatographic fatty-acid fingerprints and partial least squares modeling as a basis for the simultaneous determination of edible oil mixtures
    • DOI 10.1016/j.talanta.2005.01.011, PII S0039914005000214
    • M. Hajimahmoodi, Y. Vander Heyden, N. Sadeghi, B. Jannat, M. R. Oveisi, S. Shahbazian. "Gas-Chromatographic Fatty-Acid Fingerprints and Partial Least Squares Modeling as a Basis for the Simultaneous Determination of Edible Oil Mixtures". Talanta. 2005. 66(5):1108-1116. (Pubitemid 40743593)
    • (2005) Talanta , vol.66 , Issue.5 , pp. 1108-1116
    • Hajimahmoodi, M.1    Vander Heyden, Y.2    Sadeghi, N.3    Jannat, B.4    Oveisi, M.R.5    Shahbazian, S.6
  • 8
    • 0242522263 scopus 로고    scopus 로고
    • Effectiveness of determinations of fatty acids and triglycerides for the detection of adulteration of olive oils with vegetable oils
    • DOI 10.1016/S0308-8146(03)00273-5
    • E. Christopoulou, M. Lazaraki, M. Komaitis, K. Kaselimis. "Effectiveness of Determinations of Fatty Acids and Triglycerides for the Detection of Adulteration of Olive Oils with Vegetable Oils". Food Chem. 2004. 84(3):463-474. (Pubitemid 37372021)
    • (2004) Food Chemistry , vol.84 , Issue.3 , pp. 463-474
    • Christopoulou, E.1    Lazaraki, M.2    Komaitis, M.3    Kaselimis, K.4
  • 9
    • 0242607021 scopus 로고    scopus 로고
    • Detection of pressed hazelnut oil in virgin olive oil by analysis of polar components: Improvement and validation of the method
    • DOI 10.1016/j.foodchem.2003.07.029
    • D. Zabaras, M. H. Gordon. "Detection of Pressed Hazelnut Oil in Virgin Olive Oil by Analysis of Polar Components: Improvement and Validation of the Method". Food Chem. 2004. 84(3):475-483. (Pubitemid 37372022)
    • (2004) Food Chemistry , vol.84 , Issue.3 , pp. 475-483
    • Zabaras, D.1    Gordon, M.H.2
  • 10
    • 21644434002 scopus 로고    scopus 로고
    • Identification of 9(E),11(E)-18:2 fatty acid methyl ester at trace level in thermal stressed olive oils by GC coupled to acetonitrile CI-MS and CI-MS/MS, a possible marker for adulteration by addition of deodorized olive oil
    • DOI 10.1021/jf050274b
    • A. Saba, F. Mazzini, A. Raffaelli, A. Mattei, P. Salvadori. "Identification of 9 (E), 11 (E)-18:2 Fatty Acid Methyl Ester at Trace Level in Thermal Stressed Olive Oils by GC Coupled to Acetonitrile CI-MS and CI-MS/MS, a Possible Marker for Adulteration by Addition of Deodorized Olive Oil". J. Agric. Food Chem. 2005. 53(12):4867-4872. (Pubitemid 40937610)
    • (2005) Journal of Agricultural and Food Chemistry , vol.53 , Issue.12 , pp. 4867-4872
    • Saba, A.1    Mazzini, F.2    Raffaelli, A.3    Mattei, A.4    Salvadori, P.5
  • 11
    • 32844456486 scopus 로고    scopus 로고
    • Sterol fractions in hazelnut and virgin olive oils and 4,4β- dimethylsterols as possible markers for detection of adulteration of virgin olive oil
    • DOI 10.1007/s11746-005-1133-y, Reportnr J11105
    • S. Damirchi, G. Savage, P. Dutta. "Sterol Fractions in Hazelnut and Virgin Olive Oils and 4, 4'-Dimethylsterols as Possible Markers for Detection of Adulteration of Virgin Olive Oil". J. Am. Oil Chem. Soc. 2005. 82(10):717-725. (Pubitemid 46444834)
    • (2005) JAOCS, Journal of the American Oil Chemists' Society , vol.82 , Issue.10 , pp. 717-725
    • Damirchi, S.A.1    Savage, G.P.2    Dutta, P.C.3
  • 12
    • 0041833738 scopus 로고    scopus 로고
    • Classification of edible oils by employing 31p and 1h NMR spectroscopy in combination with multivariate statistical analysis: A proposal for the detection of seed oil adulteration in virgin olive oils
    • G. Vigli, A. Philippidis, A. Spyros, P. Dais. "Classification of Edible Oils by Employing 31P and 1H NMR Spectroscopy in Combination with Multivariate Statistical Analysis: A Proposal for the Detection of Seed Oil Adulteration in Virgin Olive Oils". J. Agric. Food Chem. 2003. 51(19):5715-5722.
    • (2003) J. Agric. Food Chem. , vol.51 , Issue.19 , pp. 5715-5722
    • Vigli, G.1    Philippidis, A.2    Spyros, A.3    Dais, P.4
  • 13
    • 17144421556 scopus 로고    scopus 로고
    • Detection of extra virgin olive oil adulteration with lampante olive oil and refined olive oil using nuclear magnetic resonance spectroscopy and multivariate statistical analysis
    • G. Fragaki, A. Spyros, G. Siragakis, E. Salivaras, P. Dais. "Detection of Extra Virgin Olive Oil Adulteration with Lampante Olive Oil and Refined Olive Oil Using Nuclear Magnetic Resonance Spectroscopy and Multivariate Statistical Analysis". J. Agric. Food Chem. 2005. 53(8):2810-2816. (Pubitemid 40525237)
    • (2005) Journal of Agricultural and Food Chemistry , vol.53 , Issue.8 , pp. 2810-2816
    • Fragaki, G.1    Spyros, A.2    Siragakis, G.3    Salivaras, E.4    Dais, P.5
  • 15
    • 0035998887 scopus 로고    scopus 로고
    • Authentication of olive oil adulterated with vegetable oils using Fourier transform infrared spectroscopy
    • DOI 10.1006/fstl.2001.0864
    • A. Tay, R. K. Singh, S. S. Krishnan, J. P. Gore. "Authentication of Olive Oil Adulterated with Vegetable Oils Using Fourier Transform Infrared Spectroscopy". LWT-Food Sci. Technol. 2002. 35(1):99-103. (Pubitemid 34264588)
    • (2002) LWT - Food Science and Technology , vol.35 , Issue.1 , pp. 99-103
    • Tay, A.1    Singh, R.K.2    Krishnan, S.S.3    Gore, J.P.4
  • 16
    • 0037014284 scopus 로고    scopus 로고
    • Detection of hazelnut oil adulteration using FT-IR spectroscopy
    • DOI 10.1021/jf0201834
    • B. F. Ozen, L. J. Mauer. "Detection of Hazelnut Oil Adulteration Using FTIR Spectroscopy". J. Agric. Food Chem. 2002. 50(14):3898-3901. (Pubitemid 34734287)
    • (2002) Journal of Agricultural and Food Chemistry , vol.50 , Issue.14 , pp. 3898-3901
    • Ozen, B.F.1    Mauer, L.J.2
  • 17
    • 67349256889 scopus 로고    scopus 로고
    • Detection of adulteration of extra-virgin olive oil by chemometric analysis of mid-infrared spectral data
    • G. Gurdeniz, B. Ozen. "Detection of Adulteration of Extra-Virgin Olive Oil by Chemometric Analysis of Mid-Infrared Spectral Data". Food Chem. 2009. 116(2):519-525.
    • (2009) Food Chem. , vol.116 , Issue.2 , pp. 519-525
    • Gurdeniz, G.1    Ozen, B.2
  • 20
    • 0000672635 scopus 로고
    • Identification of oils and the detection of oil adulteration by differential IR spectroscopy
    • J. G. Bartlett, J. H. Mahon. "Identification of Oils and the Detection of Oil Adulteration by Differential IR Spectroscopy". J. Assoc. Off. Anal. Chem. 1958. 41:450-459.
    • (1958) J. Assoc. Off. Anal. Chem. , vol.41 , pp. 450-459
    • Bartlett, J.G.1    Mahon, J.H.2
  • 21
    • 0028134461 scopus 로고
    • Developments in the detection of adulteration of olive oil
    • E. Li-Chan. "Developments in the Detection of Adulteration of Olive Oil". Trends Food Sci. Technol. 1994. 5(1):3-11.
    • (1994) Trends Food Sci. Technol. , vol.5 , Issue.1 , pp. 3-11
    • Li-Chan, E.1
  • 22
    • 10744224704 scopus 로고    scopus 로고
    • Rapid quantitative assessment of the adulteration of virgin olive oils with hazelnut oils using raman spectroscopy and chemometrics
    • E. C. Lopez-Diez, G. Bianchi, R. Goodacre. "Rapid Quantitative Assessment of the Adulteration of Virgin Olive Oils with Hazelnut Oils Using Raman Spectroscopy and Chemometrics". J. Agric. Food Chem. 2003. 51(21):6145-6150.
    • (2003) J. Agric. Food Chem. , vol.51 , Issue.21 , pp. 6145-6150
    • Lopez-Diez, E.C.1    Bianchi, G.2    Goodacre, R.3
  • 23
    • 79960149669 scopus 로고    scopus 로고
    • Composition and authentication of virgin olive oil from french PDO regions by chemometric treatment of raman spectra
    • R. Korifi, Y. Le Dréau, J. Molinet, J. Artaud, N. Dupuy. "Composition and Authentication of Virgin Olive Oil from French PDO Regions by Chemometric Treatment of Raman Spectra". J. Raman Spectrosc. 2011. 42(7):1540-1547.
    • (2011) J. Raman Spectrosc. , vol.42 , Issue.7 , pp. 1540-1547
    • Korifi, R.1    Le Dréau, Y.2    Molinet, J.3    Artaud, J.4    Dupuy, N.5
  • 24
    • 84865474759 scopus 로고    scopus 로고
    • Quantitative analysis of adulteration of extra virgin olive oil using raman spectroscopy improved by bayesian framework least squares support vector machines
    • W. Dong, Y. Zhang, B. Zhang, X. Wang. "Quantitative Analysis of Adulteration of Extra Virgin Olive Oil Using Raman Spectroscopy Improved by Bayesian Framework Least Squares Support Vector Machines". Anal. Methods. 2012. 4(9):2772-2777.
    • (2012) Anal. Methods. , vol.4 , Issue.9 , pp. 2772-2777
    • Dong, W.1    Zhang, Y.2    Zhang, B.3    Wang, X.4
  • 25
    • 27644487185 scopus 로고    scopus 로고
    • Spectral variable selection for partial least squares calibration applied to authentication and quantification of extra virgin olive oils using Fourier transform Raman spectroscopy
    • DOI 10.1366/000370205774430927
    • H. M. Heise, U. Damm, P. Lampen, A. N. Davies, P. S. McIntyre. "Spectral Variable Selection for Partial Least Squares Calibration Applied to Authentication and Quantification of Extra Virgin Olive Oils Using Fourier Transform Raman Spectroscopy". Appl. Spectrosc. 2005. 59(10):1286-1294. (Pubitemid 41568274)
    • (2005) Applied Spectroscopy , vol.59 , Issue.10 , pp. 1286-1294
    • Heise, H.M.1    Damm, U.2    Lampen, P.3    Davies, A.N.4    Mcintyre, P.S.5
  • 26
    • 4544376631 scopus 로고    scopus 로고
    • A critical evaluation of Raman spectroscopy for the analysis of lipids: Fatty acid methyl esters
    • DOI 10.1007/s11745-004-1245-z
    • J. R. Beattie, S. E. J. Bell, B. W. Moss. "A Critical Evaluation of Raman Spectroscopy for the Analysis of Lipids: Fatty Acid Methyl Esters". Lipids. 2004. 39(5):407-419. (Pubitemid 39249540)
    • (2004) Lipids , vol.39 , Issue.5 , pp. 407-419
    • Beattie, J.R.1    Bell, S.E.J.2    Moss, B.W.3
  • 27
    • 36048931143 scopus 로고    scopus 로고
    • Experimental problems in Raman spectroscopy applied to pigment identification in mixtures
    • DOI 10.1016/j.saa.2007.06.042, PII S1386142507004271, Seventh International Conference on Raman Spectroscopy Applied to the Earth anf Planetary Sciences
    • M. Breitman, S. Ruiz-Moreno, A. L. Gil. "Experimental Problems in Raman Spectroscopy Applied to Pigment Identification in Mixtures". Spectrochim. Acta A. 2007. 68(4):1114-1119. (Pubitemid 350101379)
    • (2007) Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy , vol.68 , Issue.4 , pp. 1114-1119
    • Breitman, M.1    Ruiz-Moreno, S.2    Gil, A.L.3
  • 28
    • 78651290436 scopus 로고    scopus 로고
    • Laser-Induced Breakdown Spectroscopy (LIBS), Part I: Review of basic diagnostics and plasma-particle interactions: Still-challenging issues within the analytical plasma community
    • D. W. Hahn, N. Omenetto. "Laser-Induced Breakdown Spectroscopy (LIBS), Part I: Review of Basic Diagnostics and Plasma-Particle Interactions: Still-Challenging Issues within the Analytical Plasma Community". Appl. Spectrosc. 2010. 64(12):335A-366A.
    • (2010) Appl. Spectrosc. , vol.64 , Issue.12
    • Hahn, D.W.1    Omenetto, N.2
  • 29
    • 84859744003 scopus 로고    scopus 로고
    • Laser-Induced Breakdown Spectroscopy (LIBS), Part II: Review of instrumental and methodological approaches to material analysis and applications to different fields
    • D. W. Hahn, N. Omenetto. "Laser-Induced Breakdown Spectroscopy (LIBS), Part II: Review of Instrumental and Methodological Approaches to Material Analysis and Applications to Different Fields". Appl. Spectrosc. 2012. 66(4):347-419.
    • (2012) Appl. Spectrosc. , vol.66 , Issue.4 , pp. 347-419
    • Hahn, D.W.1    Omenetto, N.2
  • 32
    • 79954419783 scopus 로고    scopus 로고
    • Identification and discrimination of bacterial strains by laser induced breakdown spectroscopy and neural networks
    • D. Marcos-Martinez, J. A. Ayala, R. C. Izquierdo-Hornillos, F. J. M. De Villena, J. O. Caceres. "Identification and Discrimination of Bacterial Strains by Laser Induced Breakdown Spectroscopy and Neural Networks". Talanta. 2011. 84(3):730-737.
    • (2011) Talanta. , vol.84 , Issue.3 , pp. 730-737
    • Marcos-Martinez, D.1    Ayala, J.A.2    Izquierdo-Hornillos, R.C.3    De Villena, F.J.M.4    Caceres, J.O.5
  • 33
    • 79960154720 scopus 로고    scopus 로고
    • Discrimination of organic solid materials by LIBS using methods of correlation and normalized coordinates
    • R. J. Lasheras, C. Bello-Gálvez, E. M. Rodríguez-Celis, J. Anzano. "Discrimination of Organic Solid Materials by LIBS Using Methods of Correlation and Normalized Coordinates". J. Hazard. Mater. 2011. 192(2):704-713.
    • (2011) J. Hazard. Mater. , vol.192 , Issue.2 , pp. 704-713
    • Lasheras, R.J.1    Bello-Gálvez, C.2    Rodríguez-Celis, E.M.3    Anzano, J.4
  • 34
    • 79651472498 scopus 로고    scopus 로고
    • New challenges and insights in the detection and spectral identification of organic explosives by laser induced breakdown spectroscopy
    • P. Lucena, A. Dõna, L. M. Tobaria, J. J. Laserna. "New Challenges and Insights in the Detection and Spectral Identification of Organic Explosives by Laser Induced Breakdown Spectroscopy". Spectrochim. Acta B. 2011. 66(1):12-20.
    • (2011) Spectrochim. Acta B , vol.66 , Issue.1 , pp. 12-20
    • Lucena, P.1    Dõna, A.2    Tobaria, L.M.3    Laserna, J.J.4
  • 35
    • 66549112276 scopus 로고    scopus 로고
    • A membrane basis for bacterial identification and discrimination using laser-induced breakdown spectroscopy
    • S. J. Rehse, N. Jeyasingham, J. Diedrich, S. Palchaudhuri. "A Membrane Basis for Bacterial Identification and Discrimination Using Laser-Induced Breakdown Spectroscopy". J. Appl. Phys. 2009. 105(10):102034.
    • (2009) J. Appl. Phys. , vol.105 , Issue.10 , pp. 102034
    • Rehse, S.J.1    Jeyasingham, N.2    Diedrich, J.3    Palchaudhuri, S.4
  • 36
    • 72049117643 scopus 로고    scopus 로고
    • Preliminary evaluation of laser-induced breakdown spectroscopy for tissue classification
    • F.-Y. Yueh, H. Zheng, J. P. Singh, S. Burgess. "Preliminary Evaluation of Laser-Induced Breakdown Spectroscopy for Tissue Classification". Spectrochim. Acta B. 2009. 64(10):1059-1067.
    • (2009) Spectrochim. Acta B , vol.64 , Issue.10 , pp. 1059-1067
    • Yueh, F.-Y.1    Zheng, H.2    Singh, J.P.3    Burgess, S.4
  • 37
    • 58149181335 scopus 로고    scopus 로고
    • A comparative study of laser induced breakdown spectroscopy analysis for element concentrations in aluminum alloy using artificial neural networks and calibration methods
    • P. Inakollu, T. Philip, A. K. Rai, F.-Y. Yueh, J. P. Singh. "A Comparative Study of Laser Induced Breakdown Spectroscopy Analysis for Element Concentrations in Aluminum Alloy Using Artificial Neural Networks and Calibration Methods". Spectrochim. Acta B. 2009. 64(1):99-104.
    • (2009) Spectrochim. Acta B , vol.64 , Issue.1 , pp. 99-104
    • Inakollu, P.1    Philip, T.2    Rai, A.K.3    Yueh, F.-Y.4    Singh, J.P.5
  • 38
    • 0033065063 scopus 로고    scopus 로고
    • A comparison study of chemical sensor array pattern recognition algorithms
    • DOI 10.1016/S0003-2670(98)00780-6, PII S0003267098007806
    • R. E. Shaffer, S. L. Rose-Pehrsson, R. A. McGill. "A Comparison Study of Chemical Sensor Array Pattern Recognition Algorithms". Anal. Chim. Acta. 1999. 384(3):305-317. (Pubitemid 29129504)
    • (1999) Analytica Chimica Acta , vol.384 , Issue.3 , pp. 305-317
    • Shaffer, R.E.1    Rose-Pehrsson, S.L.2    McGill, R.A.3
  • 39
    • 0035967693 scopus 로고    scopus 로고
    • Quantitative analysis of trace metal ions in ice using laser-induced breakdown spectroscopy
    • DOI 10.1016/S0584-8547(01)00173-2, PII S0584854701001732
    • J. O. Caceres, J. Tornero López, H. H. Telle, A. González Urẽna. "Quantitative Analysis of Trace Metal Ions in Ice Using Laser-Induced Breakdown Spectroscopy". Spectrochim. Acta B. 2001. 56(6):831-838. (Pubitemid 32690371)
    • (2001) Spectrochimica Acta - Part B Atomic Spectroscopy , vol.56 , Issue.6 , pp. 831-838
    • Caceres, J.O.1    Tornero Lopez, J.2    Telle, H.H.3    Gonzalez Urea, A.4
  • 40
    • 78249256386 scopus 로고    scopus 로고
    • Identification of polymers by LIBS using methods of correlation and normalized coordinates
    • R. J. Lasheras, C. Bello-Gálvez, J. Anzano. "Identification of Polymers by LIBS Using Methods of Correlation and Normalized Coordinates". Polym. Test. 2010. 29(8):1057-1064.
    • (2010) Polym. Test. , vol.29 , Issue.8 , pp. 1057-1064
    • Lasheras, R.J.1    Bello-Gálvez, C.2    Anzano, J.3
  • 41
    • 84875534475 scopus 로고    scopus 로고
    • A comparison of multivariate libs and chemiluminescence-based local equivalence ratio measurements in premixed atmospheric methane-air flames
    • M. M. Tripathi, K. K. Srinivasan, S. R. Krishnan, F.-Y. Yueh, J. P. Singh. "A Comparison of Multivariate LIBS and Chemiluminescence-Based Local Equivalence Ratio Measurements in Premixed Atmospheric Methane-Air Flames". Fuel. 2013. 106:318-326.
    • (2013) Fuel. , vol.106 , pp. 318-326
    • Tripathi, M.M.1    Srinivasan, K.K.2    Krishnan, S.R.3    Yueh, F.-Y.4    Singh, J.P.5
  • 42
    • 44649120415 scopus 로고    scopus 로고
    • Application of artificial neural networks for the rapid classification of archaeological ceramics by means of laser induced breakdown spectroscopy (LIBS)
    • A. Ramil, A. J. López, A. Yá ̃nez. "Application of Artificial Neural Networks for the Rapid Classification of Archaeological Ceramics by Means of Laser Induced Breakdown Spectroscopy (LIBS) ". Appl. Phys. A. 2008. 92(1):197-202.
    • (2008) Appl. Phys. A. , vol.92 , Issue.1 , pp. 197-202
    • Ramil, A.1    López, A.J.2    Yá ̃nez, A.3
  • 43
    • 33646416209 scopus 로고    scopus 로고
    • Qualitative and quantitative investigation of chromium-polluted soils by laser-induced breakdown spectroscopy combined with neural networks analysis
    • J.-B. Sirven, B. Bousquet, L. Canioni, L. Sarger, S. Tellier, M. Potin-Gautier, I. Le Hecho. "Qualitative and Quantitative Investigation of Chromium-Polluted Soils by Laser-Induced Breakdown Spectroscopy Combined with Neural Networks Analysis". Anal. Bioanal. Chem. 2006. 385(2):256-262.
    • (2006) Anal. Bioanal. Chem. , vol.385 , Issue.2 , pp. 256-262
    • Sirven, J.-B.1    Bousquet, B.2    Canioni, L.3    Sarger, L.4    Tellier, S.5    Potin-Gautier, M.6    Le Hecho, I.7
  • 44
    • 0027205884 scopus 로고
    • A scaled conjugate gradient algorithm for fast supervised learning
    • M. F. Møller. "A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning". Neural Networks. 1993. 6(4):525-533.
    • (1993) Neural Networks. , vol.6 , Issue.4 , pp. 525-533
    • Møller, M.F.1
  • 46
    • 52549091028 scopus 로고    scopus 로고
    • Techniques for evaluating fault prediction models
    • Y. Jiang, B. Cukic, Y. Ma. "Techniques for Evaluating Fault Prediction Models". Empir. Software Eng. 2008. 13(5):561-595.
    • (2008) Empir. Software Eng. , vol.13 , Issue.5 , pp. 561-595
    • Jiang, Y.1    Cukic, B.2    Ma, Y.3
  • 47
    • 14844366200 scopus 로고    scopus 로고
    • On the application of ROC analysis to predict classification performance under varying class distributions
    • DOI 10.1007/s10994-005-4257-7
    • G. I. Webb, K. M. Ting. "On the Application of ROC Analysis to Predict Classification Performance under Varying Class Distributions". Mach. Learn. 2005. 58(1):25-32. (Pubitemid 40356737)
    • (2005) Machine Learning , vol.58 , Issue.1 , pp. 25-32
    • Webb, G.I.1    Ting, K.M.2
  • 48
    • 0003562954 scopus 로고    scopus 로고
    • A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems
    • DOI 10.1023/A:1010920819831
    • D. J. Hand, R. J. Till. "A Simple Generalisation of the Area under the ROC Curve for Multiple Class Classification Problems". Mach. Learn. 2001. 45(2):171-186. (Pubitemid 33635984)
    • (2001) Machine Learning , vol.45 , Issue.2 , pp. 171-186
    • Hand, D.J.1    Till, R.J.2
  • 49
    • 36349021345 scopus 로고    scopus 로고
    • Feasibility study of rock identification at the surface of Mars by remote laser-induced breakdown spectroscopy and three chemometric methods
    • DOI 10.1039/b704868h
    • J.-B. Sirven, B. Salle, P. Mauchien, J.-L. Lacour, S. Maurice, G. Manhes. "Feasibility Study of Rock Identification at the Surface of Mars by Remote Laser-Induced Breakdown Spectroscopy and Three Chemometric Methods". J. Anal. At. Spectrom. 2007. 22(12):1471-1480. (Pubitemid 350139268)
    • (2007) Journal of Analytical Atomic Spectrometry , vol.22 , Issue.12 , pp. 1471-1480
    • Sirven, J.-B.1    Salle, B.2    Mauchien, P.3    Lacour, J.-L.4    Maurice, S.5    Manhes, G.6
  • 50
    • 84867352575 scopus 로고    scopus 로고
    • Accurate quantitative analysis of metal oxides by laser-induced breakdown spectroscopy with a fixed plasma temperature calibration method
    • J. Zhang, G. Ma, H. Zhu, J. Xi, Z. Ji. "Accurate Quantitative Analysis of Metal Oxides by Laser-Induced Breakdown Spectroscopy with a Fixed Plasma Temperature Calibration Method". J. Anal. At. Spectrom. 2012. 27(11):1903-1908.
    • (2012) J. Anal. At. Spectrom. , vol.27 , Issue.11 , pp. 1903-1908
    • Zhang, J.1    Ma, G.2    Zhu, H.3    Xi, J.4    Ji, Z.5
  • 51
    • 84873374925 scopus 로고    scopus 로고
    • An optimized calibration procedure for determining elemental ratios using laser-induced breakdown spectroscopy
    • J. Frydenvang, K. M. Kinch, S. Husted, M. B. Madsen. "An Optimized Calibration Procedure for Determining Elemental Ratios Using Laser-Induced Breakdown Spectroscopy". Anal. Chem. 2013. 85(3):1492-1500.
    • (2013) Anal. Chem. , vol.85 , Issue.3 , pp. 1492-1500
    • Frydenvang, J.1    Kinch, K.M.2    Husted, S.3    Madsen, M.B.4
  • 52
    • 1842630618 scopus 로고    scopus 로고
    • Laser-induced plasma expansion: Theoretical and experimental aspects
    • M. Capitelli, A. Casavola, G. Colonna, A. De Giacomo. "Laser-Induced Plasma Expansion: Theoretical and Experimental Aspects". Spectrochim. Acta B. 2004. 59(3):271-289.
    • (2004) Spectrochim. Acta B , vol.59 , Issue.3 , pp. 271-289
    • Capitelli, M.1    Casavola, A.2    Colonna, G.3    De Giacomo, A.4
  • 54
    • 85165678128 scopus 로고
    • Study of laser-induced plasma emission spectra of N2, O2, and ambient air in the region 350 nm to 950 nm
    • R. J. Nordstrom. "Study of Laser-Induced Plasma Emission Spectra of N2, O2, and Ambient Air in the Region 350 nm to 950 nm". Appl. Spectrosc. 1995. 49(10):1490-1499.
    • (1995) Appl. Spectrosc. , vol.49 , Issue.10 , pp. 1490-1499
    • Nordstrom, R.J.1


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