Classification of high-speed gas chromatography–mass spectrometry data by principal component analysis coupled with piecewise alignment and feature selection

Gas Chromatography Mass Spectrometry

Gas Chromatography ◽

Feature Selection ◽

High Speed ◽

Principal Component ◽

Component Analysis ◽

Mass Spectrometry Data ◽

Noise reduction of gas chromatography/mass spectrometry data using principal component analysis

Analytical Chemistry ◽

10.1021/ac00004a011 ◽

1991 ◽

Vol 63 (4) ◽

pp. 357-360 ◽

Cited By ~ 57

Author(s):

Terrence A. Lee ◽

Lisa M. Headley ◽

James K. Hardy

Keyword(s):

Mass Spectrometry ◽

Gas Chromatography ◽

Noise Reduction ◽

Principal Component ◽

Component Analysis ◽

Mass Spectrometry Data ◽

Classification of premium and regular gasoline by gas chromatography/mass spectrometry, principal component analysis and artificial neural networks

Forensic Science International ◽

10.1016/s0379-0738(03)00002-1 ◽

2003 ◽

Vol 132 (1) ◽

pp. 26-39 ◽

Cited By ~ 74

Author(s):

Philip Doble ◽

Mark Sandercock ◽

Eric Du Pasquier ◽

Peter Petocz ◽

Claude Roux ◽

...

Keyword(s):

Mass Spectrometry ◽

Neural Networks ◽

Gas Chromatography ◽

Artificial Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Artificial Neural

Application of principal component analysis to the extraction of pure mass spectra in chemical analysis by gas chromatography/mass spectrometry

Journal of Analytical Chemistry ◽

10.1134/s1061934810140078 ◽

2010 ◽

Vol 65 (14) ◽

pp. 1481-1488

Author(s):

A. S. Samokhin ◽

I. A. Revel’skii

Keyword(s):

Mass Spectrometry ◽

Gas Chromatography ◽

Chemical Analysis ◽

Mass Spectra ◽

Principal Component ◽

Component Analysis ◽

Geographical origin identification and quality control of Chinese chrysanthemum flower teas using gas chromatography-mass spectrometry and olfactometry and electronic nose combined with principal component analysis

International Journal of Food Science & Technology ◽

10.1111/ijfs.13326 ◽

2017 ◽

Vol 52 (3) ◽

pp. 714-723 ◽

Cited By ~ 13

Author(s):

Dongsheng Luo ◽

Jun Chen ◽

Lin Gao ◽

Yuping Liu ◽

Jihong Wu

Keyword(s):

Mass Spectrometry ◽

Gas Chromatography ◽

Quality Control ◽

Electronic Nose ◽

Geographical Origin ◽

Principal Component ◽

Component Analysis ◽

Origin Identification

Rapid Differentiation of Three Chamaecyparis Species (Cupressaceae) Grown in Taiwan Using Solid-Phase Microextraction–Gas Chromatography/Mass Spectrometry, Cluster Analysis, and Principal Component Analysis

Journal of Agricultural and Food Chemistry ◽

10.1021/jf203286j ◽

2011 ◽

Vol 59 (20) ◽

pp. 10854-10859 ◽

Cited By ~ 18

Author(s):

Chun-Ya Lin ◽

Ying-Ju Chen ◽

Sen-Sung Cheng ◽

Shang-Tzen Chang

Keyword(s):

Mass Spectrometry ◽

Cluster Analysis ◽

Gas Chromatography ◽

Solid Phase Microextraction ◽

Solid Phase ◽

Principal Component ◽

Component Analysis ◽

Principal component analysis for resolving coeluting substances in gas chromatography-mass spectrometry doping control analysis

Analytica Chimica Acta ◽

10.1016/0003-2670(96)00196-1 ◽

1996 ◽

Vol 331 (1-2) ◽

pp. 53-61 ◽

Cited By ~ 14

Author(s):

M. Statheropoulos ◽

E. Smaragdis ◽

N. Tzamtzis ◽

C. Georgakopoulos

Keyword(s):

Mass Spectrometry ◽

Gas Chromatography ◽

Principal Component ◽

Component Analysis ◽

Doping Control ◽

Control Analysis ◽

Chemical Polymorphism and Composition of Leaf Essential Oils ofCinnamomum kanehiraeUsing Gas Chromatography/Mass Spectrometry, Cluster Analysis, and Principal Component Analysis

Journal of Wood Chemistry and Technology ◽

10.1080/02773813.2014.924967 ◽

2015 ◽

Vol 35 (3) ◽

pp. 207-219 ◽

Cited By ~ 8

Author(s):

Sen-Sung Cheng ◽

Chun-Ya Lin ◽

Chih-Kai Yang ◽

Ying-Ju Chen ◽

Min-Jay Chung ◽

...

Keyword(s):

Mass Spectrometry ◽

Cluster Analysis ◽

Gas Chromatography ◽

Essential Oils ◽

Principal Component ◽

Component Analysis ◽

Chemical Polymorphism ◽

Principal component analysis of normalized full spectrum mass spectrometry data in multiMS-toolbox: An effective tool to identify important factors for classification of different metabolic patterns and bacterial strains

Rapid Communications in Mass Spectrometry ◽

10.1002/rcm.8110 ◽

2018 ◽

Vol 32 (11) ◽

pp. 871-881 ◽

Cited By ~ 11

Author(s):

Pavel Cejnar ◽

Stepanka Kuckova ◽

Ales Prochazka ◽

Ludmila Karamonova ◽

Barbora Svobodova

Keyword(s):

Mass Spectrometry ◽

Principal Component ◽

Component Analysis ◽

Mass Spectrometry Data ◽

Bacterial Strains ◽

Full Spectrum

Assessment of oil weathering by gas chromatography–mass spectrometry, time warping and principal component analysis

Journal of Chromatography A ◽

10.1016/j.chroma.2007.07.015 ◽

2007 ◽

Vol 1164 (1-2) ◽

pp. 262-270 ◽

Cited By ~ 31

Author(s):

Linus M.V. Malmquist ◽

Rasmus R. Olsen ◽

Asger B. Hansen ◽

Ole Andersen ◽

Jan H. Christensen

Keyword(s):

Mass Spectrometry ◽

Gas Chromatography ◽

Principal Component ◽

Component Analysis ◽

Time Warping ◽

Discriminating Brazilian crude oils using comprehensive two-dimensional gas chromatography–mass spectrometry and multiway principal component analysis

Journal of Chromatography A ◽

10.1016/j.chroma.2016.10.044 ◽

2016 ◽

Vol 1472 ◽

pp. 99-106 ◽

Cited By ~ 19

Author(s):

Paloma S. Prata ◽

Guilherme L. Alexandrino ◽

Noroska Gabriela S. Mogollón ◽

Fabio Augusto

Keyword(s):

Mass Spectrometry ◽

Gas Chromatography ◽

Principal Component ◽

Component Analysis ◽

Multiway Principal Component Analysis

Crude Oils ◽

Two Dimensional ◽

Chromatography Mass Spectrometry ◽