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Volumn 87, Issue , 2013, Pages 161-167

A comparison of multivariate analysis techniques and variable selection strategies in a laser-induced breakdown spectroscopy bacterial classification

Author keywords

Bacterium; Discriminant function analysis; Laser induced breakdown spectroscopy; Multivariate analysis; Partial least squares discriminant analysis

Indexed keywords

BACTERIAL CLASSIFICATIONS; DISCRIMINANT FUNCTION ANALYSIS; MULTI VARIATE ANALYSIS; MULTIVARIATE ANALYSIS TECHNIQUES; MULTIVARIATE TECHNIQUES; PARTIAL LEAST SQUARES - DISCRIMINANT ANALYSIS; SENSITIVITY AND SPECIFICITY; SPECTRAL FINGERPRINTS;

EID: 84883133397     PISSN: 05848547     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sab.2013.05.014     Document Type: Article
Times cited : (41)

References (22)
  • 2
    • 0242332753 scopus 로고    scopus 로고
    • Laser-induced breakdown spectroscopy detection and classification of biological aerosols
    • J.D. Hybl, G.A. Lithgow, and S.G. Buckley Laser-induced breakdown spectroscopy detection and classification of biological aerosols Appl. Spectrosc. 57 2003 1207 1215
    • (2003) Appl. Spectrosc. , vol.57 , pp. 1207-1215
    • Hybl, J.D.1    Lithgow, G.A.2    Buckley, S.G.3
  • 3
    • 0242366216 scopus 로고    scopus 로고
    • Detection of bacteria by time-resolved laser-induced breakdown spectroscopy
    • S. Morel, M. Leone, P. Adam, and J. Amouroux Detection of bacteria by time-resolved laser-induced breakdown spectroscopy Appl. Opt. 42 2003 6184 6191
    • (2003) Appl. Opt. , vol.42 , pp. 6184-6191
    • Morel, S.1    Leone, M.2    Adam, P.3    Amouroux, J.4
  • 4
    • 0242271395 scopus 로고    scopus 로고
    • Laser-induced breakdown spectroscopy of bacterial spores, molds, pollens, and protein: Initial studies of discrimination potential
    • A.C. Samuels, F.C. DeLucia Jr., K.L. McNesby, and A.W. Miziolek Laser-induced breakdown spectroscopy of bacterial spores, molds, pollens, and protein: initial studies of discrimination potential Appl. Opt. 42 2003 6205 6209
    • (2003) Appl. Opt. , vol.42 , pp. 6205-6209
    • Samuels, A.C.1    Delucia, Jr.F.C.2    McNesby, K.L.3    Miziolek, A.W.4
  • 5
    • 77955949361 scopus 로고    scopus 로고
    • Towards the clinical application of laser-induced breakdown spectroscopy for rapid pathogen diagnosis: The effect of mixed cultures and sample dilution on bacterial identification
    • S.J. Rehse, Q.I. Mohaidat, and S. Palchaudhuri Towards the clinical application of laser-induced breakdown spectroscopy for rapid pathogen diagnosis: the effect of mixed cultures and sample dilution on bacterial identification Appl. Opt. 49 2010 C27 C35
    • (2010) Appl. Opt. , vol.49
    • Rehse, S.J.1    Mohaidat, Q.I.2    Palchaudhuri, S.3
  • 6
    • 79953705078 scopus 로고    scopus 로고
    • The effect of bacterial environmental and metabolic stresses on a LIBS-based identification of Escherichia coli and Streptococcus viridans
    • Q. Mohaidat, S. Palchaudhuri, and S.J. Rehse The effect of bacterial environmental and metabolic stresses on a LIBS-based identification of Escherichia coli and Streptococcus viridans Appl. Spectrosc. 65 2011 386 392
    • (2011) Appl. Spectrosc. , vol.65 , pp. 386-392
    • Mohaidat, Q.1    Palchaudhuri, S.2    Rehse, S.J.3
  • 7
    • 79960632861 scopus 로고    scopus 로고
    • Development of a LIBS assay for the detection of Salmonella enterica serovar Typhimurium from food
    • C. Barnett, C. Bell, K. Vig, A.C. Akpovo, L. Johnson, S. Pillai, and S. Singh Development of a LIBS assay for the detection of Salmonella enterica serovar Typhimurium from food Anal. Bioanal. Chem. 400 2011 3323 3330
    • (2011) Anal. Bioanal. Chem. , vol.400 , pp. 3323-3330
    • Barnett, C.1    Bell, C.2    Vig, K.3    Akpovo, A.C.4    Johnson, L.5    Pillai, S.6    Singh, S.7
  • 8
    • 84857802924 scopus 로고    scopus 로고
    • Pathogen identification with laser-induced breakdown spectroscopy: The effect of bacterial and biofluid specimen contamination
    • Q.I. Mohaidat, K. Sheikh, S. Palchaudhuri, and S.J. Rehse Pathogen identification with laser-induced breakdown spectroscopy: the effect of bacterial and biofluid specimen contamination Appl. Opt. 51 2012 B99 B107
    • (2012) Appl. Opt. , vol.51
    • Mohaidat, Q.I.1    Sheikh, K.2    Palchaudhuri, S.3    Rehse, S.J.4
  • 9
    • 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, and S. Palchaudhuri A membrane basis for bacterial identification and discrimination using laser-induced breakdown spectroscopy J. Appl. Phys. 105 2009 102034
    • (2009) J. Appl. Phys. , vol.105 , pp. 102034
    • Rehse, S.J.1    Jeyasingham, N.2    Diedrich, J.3    Palchaudhuri, S.4
  • 10
    • 58449120867 scopus 로고    scopus 로고
    • Multivariate analysis of standoff laser-induced breakdown spectroscopy spectra for classification of explosive-containing residues
    • F.C. De Lucia Jr., J.L. Gottfried, C.A. Munson, and A.W. Miziolek Multivariate analysis of standoff laser-induced breakdown spectroscopy spectra for classification of explosive-containing residues Appl. Opt. 47 2008 G112 G121
    • (2008) Appl. Opt. , vol.47
    • De Lucia, Jr.F.C.1    Gottfried, J.L.2    Munson, C.A.3    Miziolek, A.W.4
  • 11
    • 61349083124 scopus 로고    scopus 로고
    • Discrimination of explosive residues on organic and inorganic substrates using laser-induced breakdown spectroscopy
    • J.L. Gottfried, F.C. De Lucia Jr., and A.W. Miziolek Discrimination of explosive residues on organic and inorganic substrates using laser-induced breakdown spectroscopy J. Anal. Atom. Spectrom. 24 2009 249 356
    • (2009) J. Anal. Atom. Spectrom. , vol.24 , pp. 249-356
    • Gottfried, J.L.1    De Lucia, Jr.F.C.2    Miziolek, A.W.3
  • 12
    • 79952573753 scopus 로고    scopus 로고
    • Influence of variable selection on partial least squares discriminant analysis models for explosive residue classification
    • F.C. De Lucia Jr., and J.L. Gottfried Influence of variable selection on partial least squares discriminant analysis models for explosive residue classification Spectrochim. Acta Part B 66 2011 122 128
    • (2011) Spectrochim. Acta Part B , vol.66 , pp. 122-128
    • De Lucia, Jr.F.C.1    Gottfried, J.L.2
  • 13
    • 34748902273 scopus 로고    scopus 로고
    • The investigation of laser-induced breakdown spectroscopy for detection of biological contaminants on surfaces
    • D.W. Merdes, J.M. Suhan, J.M. Keay, D.M. Hadka, and W.R. Bradley The investigation of laser-induced breakdown spectroscopy for detection of biological contaminants on surfaces Spectroscopy 22 2007 28 38
    • (2007) Spectroscopy , vol.22 , pp. 28-38
    • Merdes, D.W.1    Suhan, J.M.2    Keay, J.M.3    Hadka, D.M.4    Bradley, W.R.5
  • 14
    • 42149164458 scopus 로고    scopus 로고
    • Standoff detection of chemical and biological threats using laser-induced breakdown spectroscopy
    • J.L. Gottfried, F.C. De Lucia Jr., C.A. Munson, and A.W. Miziolek Standoff detection of chemical and biological threats using laser-induced breakdown spectroscopy Appl. Spectrosc. 62 2008 353 363
    • (2008) Appl. Spectrosc. , vol.62 , pp. 353-363
    • Gottfried, J.L.1    De Lucia, Jr.F.C.2    Munson, C.A.3    Miziolek, A.W.4
  • 15
    • 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. Manuel de Villena, and J.O. Caceres Identification and discrimination of bacterial strains by laser induced breakdown spectroscopy and neural networks Talanta 84 2011 730 737
    • (2011) Talanta , vol.84 , pp. 730-737
    • Marcos-Martinez, D.1    Ayala, J.A.2    Izquierdo-Hornillos, R.C.3    Manuel De Villena, F.J.4    Caceres, J.O.5
  • 16
    • 80255138104 scopus 로고    scopus 로고
    • Discrimination of bacteria from Jamaican bauxite soils using laser-induced breakdown spectroscopy
    • D.E. Lewis, J. Martinez, C.A. Akpovo, L. Johnson, A. Chauhan, and M.D. Edington Discrimination of bacteria from Jamaican bauxite soils using laser-induced breakdown spectroscopy Anal. Bioanal. Chem. 401 2011 2225 2236
    • (2011) Anal. Bioanal. Chem. , vol.401 , pp. 2225-2236
    • Lewis, D.E.1    Martinez, J.2    Akpovo, C.A.3    Johnson, L.4    Chauhan, A.5    Edington, M.D.6
  • 17
    • 84857885421 scopus 로고    scopus 로고
    • Use of laser-induced breakdown spectroscopy for the differentiation of pathogens and viruses on substrates
    • R. Multari, D.A. Cremers, and M.L. Bostian Use of laser-induced breakdown spectroscopy for the differentiation of pathogens and viruses on substrates Appl. Opt. 51 2012 B57 B64
    • (2012) Appl. Opt. , vol.51
    • Multari, R.1    Cremers, D.A.2    Bostian, M.L.3
  • 18
    • 84861338361 scopus 로고    scopus 로고
    • Support vector machine classification of suspect powders using laser-induced breakdown spectroscopy (LIBS) spectral data
    • J. Cisewski, E. Snyder, J. Hannig, and L. Oudejans Support vector machine classification of suspect powders using laser-induced breakdown spectroscopy (LIBS) spectral data J. Chemometrics 26 2012 143 149
    • (2012) J. Chemometrics , vol.26 , pp. 143-149
    • Cisewski, J.1    Snyder, E.2    Hannig, J.3    Oudejans, L.4
  • 19
    • 34548851942 scopus 로고    scopus 로고
    • Identification and discrimination of Pseudomonas aeruginosa bacteria grown in blood and bile by laser-induced breakdown spectroscopy
    • S.J. Rehse, J. Diedrich, and S. Palchaudhuri Identification and discrimination of Pseudomonas aeruginosa bacteria grown in blood and bile by laser-induced breakdown spectroscopy Spectrochim. Acta Part B 62 2007 1169 1176
    • (2007) Spectrochim. Acta Part B , vol.62 , pp. 1169-1176
    • Rehse, S.J.1    Diedrich, J.2    Palchaudhuri, S.3
  • 20
    • 68949212291 scopus 로고    scopus 로고
    • Laser-induced breakdown spectroscopy for detection of explosives residues: A review of recent advances, challenges, and future prospects
    • J.L. Gottfried, F.C. DeLucia Jr., C.A. Munson, and A.W. Miziolek Laser-induced breakdown spectroscopy for detection of explosives residues: a review of recent advances, challenges, and future prospects Anal. Bioanal. Chem. 395 2009 283 300
    • (2009) Anal. Bioanal. Chem. , vol.395 , pp. 283-300
    • Gottfried, J.L.1    Delucia, Jr.F.C.2    Munson, C.A.3    Miziolek, A.W.4
  • 22
    • 0037350844 scopus 로고    scopus 로고
    • Partial least squares for discrimination
    • M. Barker, and W. Rayens Partial least squares for discrimination J. Chemometrics 17 2003 166 173
    • (2003) J. Chemometrics , vol.17 , pp. 166-173
    • Barker, M.1    Rayens, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.