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Practical approaches to principal component analysis for simultaneously dealing with missing and censored elements in chemical data

Analytica chimica acta, 2013-09, Vol.796, p.27-37

Stanimirova, I.

2013

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Common and distinct pollution sources identified from ambient PM2.5 concentrations in two sites of Los Angeles Basin from 2005 to 2019

Environmental pollution (1987), 2024-01, Vol.340, p.122817-122817, Article 122817

2024

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Detecting chemical markers to uncover counterfeit rebated excise duty diesel oil

Talanta (Oxford), 2019-11, Vol.204, p.229-237

2019

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Monitoring the concentrations of Cd, Cu, Pb, Ni, Cr, Zn, Mn and Fe in cultivated Haplic Luvisol soils using near-infrared reflectance spectroscopy and chemometrics

Talanta (Oxford), 2023-01, Vol.251, p.123749-123749, Article 123749

2023

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Studying the stability of Solvent Red 19 and 23 as excise duty components under the influence of controlled factors

Fuel processing technology, 2020-09, Vol.206, p.106465, Article 106465

2020

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Tracing the geographical origin of honeys based on volatile compounds profiles assessment using pattern recognition techniques

Food chemistry, 2010, Vol.118 (1), p.171-176

2010

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Dealing with missing values and outliers in principal component analysis

Talanta (Oxford), 2007-04, Vol.72 (1), p.172-178

2007

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A modified weighted mixture model for the interpretation of spatial and temporal changes in the microbial communities in drinking water reservoirs using compositional phospholipid fatty acid data

Talanta (Oxford), 2016-11, Vol.160, p.148-156

2016

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Environmetric modeling and interpretation of river water monitoring data

Analytical and bioanalytical chemistry, 2002-11, Vol.374 (5), p.898-905

2002

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Relating gas chromatographic profiles to sensory measurements describing the end products of the Maillard reaction

Talanta (Oxford), 2011-01, Vol.83 (4), p.1239-1246

2011

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Classification of data with missing elements and outliers

Talanta (Oxford), 2008-07, Vol.76 (3), p.602-609

2008

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Start-to-end processing of two-dimensional gel electrophoretic images

Journal of Chromatography A, 2007-07, Vol.1158 (1), p.306-317

2007

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Modeling of environmental four-way data from air quality control

Chemometrics and intelligent laboratory systems, 2005-05, Vol.77 (1), p.115-121

2005

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Metabolomics of chronic obstructive pulmonary disease and obstructive sleep apnea syndrome: response to Maniscalco and Motta

Metabolomics, 2016-02, Vol.12 (2), p.33-33, Article 33

2016

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High-dimensional nested analysis of variance to assess the effect of production season, quality grade and steam pasteurization on the phenolic composition of fermented rooibos herbal tea

Talanta (Oxford), 2013-10, Vol.115, p.590-599

2013

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Interpretation of analysis of variance models using principal component analysis to assess the effect of a maternal anticancer treatment on the mineralization of rat bones

Analytica chimica acta, 2011-03, Vol.689 (1), p.1-7

2011

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Multivariate discrimination of wines with respect to their grape varieties and vintages

European food research & technology, 2010-09, Vol.231 (5), p.733-743

2010

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Multiple factor analysis in environmental chemistry

Analytica chimica acta, 2005-07, Vol.545 (1), p.1-12

2005

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The role of chemometrics in improving clinical data analysis and diagnostics

TrAC, Trends in analytical chemistry (Regular ed.), 2024-04, Vol.173, p.117642, Article 117642

2024

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A comparison between two robust PCA algorithms

Chemometrics and intelligent laboratory systems, 2004-04, Vol.71 (1), p.83-95

2004

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A long-term, dispersion normalized PMF source apportionment of PM2.5 in Atlanta from 2005 to 2019

Atmospheric environment (1994), 2023-11, Vol.312, p.120027, Article 120027

2023

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Chemometric analysis of soil pollution data using the Tucker N-way method

Analytical and bioanalytical chemistry, 2006-06, Vol.385 (4), p.771-779

2006

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The effective monitoring of eleven crucial parameters that describe the condition of cultivated haplic luvisol soils using fourier-transformed near-infrared spectroscopy

Chemometrics and intelligent laboratory systems, 2023-12, Vol.243, p.105000, Article 105000

2023

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Recognizing paracetamol formulations with the same synthesis pathway based on their trace-enriched chromatographic impurity profiles

Analytica chimica acta, 2009-11, Vol.655 (1), p.43-51

2009

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Isotopic ratios to detect infringements of patents or proprietary processes of pharmaceuticals: Two case studies

Journal of pharmaceutical and biomedical analysis, 2008-09, Vol.48 (1), p.27-41

2008

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Practical approaches to principal component analysis for simultaneously dealing with missing and censored elements in chemical data

Common and distinct pollution sources identified from ambient PM2.5 concentrations in two sites of Los Angeles Basin from 2005 to 2019

Detecting chemical markers to uncover counterfeit rebated excise duty diesel oil

Monitoring the concentrations of Cd, Cu, Pb, Ni, Cr, Zn, Mn and Fe in cultivated Haplic Luvisol soils using near-infrared reflectance spectroscopy and chemometrics

Studying the stability of Solvent Red 19 and 23 as excise duty components under the influence of controlled factors

Tracing the geographical origin of honeys based on volatile compounds profiles assessment using pattern recognition techniques

Dealing with missing values and outliers in principal component analysis

A modified weighted mixture model for the interpretation of spatial and temporal changes in the microbial communities in drinking water reservoirs using compositional phospholipid fatty acid data

Environmetric modeling and interpretation of river water monitoring data

Relating gas chromatographic profiles to sensory measurements describing the end products of the Maillard reaction

Classification of data with missing elements and outliers

Start-to-end processing of two-dimensional gel electrophoretic images

Modeling of environmental four-way data from air quality control

Metabolomics of chronic obstructive pulmonary disease and obstructive sleep apnea syndrome: response to Maniscalco and Motta

High-dimensional nested analysis of variance to assess the effect of production season, quality grade and steam pasteurization on the phenolic composition of fermented rooibos herbal tea

Interpretation of analysis of variance models using principal component analysis to assess the effect of a maternal anticancer treatment on the mineralization of rat bones

Multivariate discrimination of wines with respect to their grape varieties and vintages

Multiple factor analysis in environmental chemistry

The role of chemometrics in improving clinical data analysis and diagnostics

A comparison between two robust PCA algorithms

A long-term, dispersion normalized PMF source apportionment of PM2.5 in Atlanta from 2005 to 2019

Chemometric analysis of soil pollution data using the Tucker N-way method

The effective monitoring of eleven crucial parameters that describe the condition of cultivated haplic luvisol soils using fourier-transformed near-infrared spectroscopy

Recognizing paracetamol formulations with the same synthesis pathway based on their trace-enriched chromatographic impurity profiles

Isotopic ratios to detect infringements of patents or proprietary processes of pharmaceuticals: Two case studies

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