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Recent trends in multi-block data analysis in chemometrics for multi-source data integration

TrAC, Trends in analytical chemistry (Regular ed.), 2021-04, Vol.137, p.116206, Article 116206

2021

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Target vs spectral fingerprint data analysis of Iberian ham samples for avoiding labelling fraud using headspace – gas chromatography–ion mobility spectrometry

Food chemistry, 2018-04, Vol.246, p.65-73

2018

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The identification of microplastics based on vibrational spectroscopy data – A critical review of data analysis routines

TrAC, Trends in analytical chemistry (Regular ed.), 2022-03, Vol.148, p.116535, Article 116535

2022

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Gas chromatography–mass spectrometry combined with multivariate data analysis as a tool for differentiating between processed orange juice samples on the basis of their volatile markers

Food chemistry, 2020-05, Vol.311, p.125913-125913, Article 125913

2020

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Tracing the identity of Parmigiano Reggiano “Prodotto di Montagna - Progetto Territorio” cheese using NMR spectroscopy and multivariate data analysis

Analytica chimica acta, 2023-10, Vol.1278, p.341761, Article 341761

2023

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High-throughput single cell data analysis – A tutorial

Analytica chimica acta, 2021-11, Vol.1185, p.338872-338872, Article 338872

2021

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Structural insights for vanadium catecholates and iron‑sulfur clusters obtained from multiple data analysis methods applied to electron spin relaxation data

Journal of inorganic biochemistry, 2019-12, Vol.201, p.110806-110806, Article 110806

2019

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Discrimination of whisky brands and counterfeit identification by UV–Vis spectroscopy and multivariate data analysis

Food chemistry, 2017-08, Vol.229, p.142-151

2017

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Unsupervised multiblock data analysis: A unified approach and extensions

Chemometrics and intelligent laboratory systems, 2019-11, Vol.194, p.103856, Article 103856

2019

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Compact SERS detection system enabling automated assay on disc combined with advanced data analysis – A case study of methotrexate

Sensors and actuators. B, Chemical, 2024-11, Vol.419, p.136375, Article 136375

2024

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Assessment of constituents in Allium by multivariate data analysis, high-resolution α-glucosidase inhibition assay and HPLC-SPE-NMR

Food chemistry, 2014-10, Vol.161, p.192-198

2014

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Automating data analysis for two-dimensional gas chromatography/time-of-flight mass spectrometry non‐targeted analysis of comparative samples

Journal of Chromatography A, 2018-03, Vol.1541, p.57-62

2018

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Novel insight into the evolution of volatile compounds during dynamic freeze-drying of Ziziphus jujuba cv. Huizao based on GC–MS combined with multivariate data analysis

Food chemistry, 2023-06, Vol.410, p.135368-135368, Article 135368

2023

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Silatranes: Relationship between the experimental Si ← N dative bond length and its calculated energy according to AIM analysis data

Chemical physics, 2024-02, Vol.578, p.112153, Article 112153

2024

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Lipidomic differentiation between human kidney tumors and surrounding normal tissues using HILIC-HPLC/ESI–MS and multivariate data analysis

Journal of chromatography. B, Analytical technologies in the biomedical and life sciences, 2015-09, Vol.1000, p.14-21

2015

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A comparative study of volatile components in green, oolong and black teas by using comprehensive two-dimensional gas chromatography–time-of-flight mass spectrometry and multivariate data analysis

Journal of Chromatography A, 2013-10, Vol.1313, p.245-252

2013

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Comparative investigation on metabolite changes in ‘wu mi’ production by Vaccinium bracteatum Thunb. leaves based on multivariate data analysis using UPLC–QToF–MS

Food chemistry, 2019-07, Vol.286, p.146-153

2019

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Review and application of functional data analysis to chemical data—The example of the comparison, classification, and database search of forensic ink chromatograms

Chemometrics and intelligent laboratory systems, 2015-12, Vol.149, p.97-106

2015

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Mid infrared spectroscopy and milk quality traits: A data analysis competition at the “International Workshop on Spectroscopy and Chemometrics 2021”

Chemometrics and intelligent laboratory systems, 2021-12, Vol.219, p.104442, Article 104442

2021

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Coffee aroma—Statistical analysis of compositional data

Talanta (Oxford), 2009-12, Vol.80 (2), p.710-715

2009

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A unique data analysis framework and open source benchmark data set for the analysis of comprehensive two-dimensional gas chromatography software

Journal of Chromatography A, 2021-01, Vol.1635, p.461721, Article 461721

2021

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Quantitative detection of acyclovir by surface enhanced Raman spectroscopy using a portable Raman spectrometer coupled with multivariate data analysis

Colloids and surfaces, B, Biointerfaces, 2019-01, Vol.173, p.286-294

2019

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Data acquisition and data analysis in colorimetric sensor arrays

Chemometrics and intelligent laboratory systems, 2023-10, Vol.241, p.104975, Article 104975

2023

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Unbiased metabolite profiling by liquid chromatography–quadrupole time-of-flight mass spectrometry and multivariate data analysis for herbal authentication: Classification of seven Lonicera species flower buds

Journal of Chromatography A, 2012-07, Vol.1245, p.109-116

2012

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A multivariate statistical analysis of surface water chemistry data—The Ankobra Basin, Ghana

Journal of environmental management, 2008, Vol.86 (1), p.80-87

2008

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Recent trends in multi-block data analysis in chemometrics for multi-source data integration

Target vs spectral fingerprint data analysis of Iberian ham samples for avoiding labelling fraud using headspace – gas chromatography–ion mobility spectrometry

The identification of microplastics based on vibrational spectroscopy data – A critical review of data analysis routines

Gas chromatography–mass spectrometry combined with multivariate data analysis as a tool for differentiating between processed orange juice samples on the basis of their volatile markers

Tracing the identity of Parmigiano Reggiano “Prodotto di Montagna - Progetto Territorio” cheese using NMR spectroscopy and multivariate data analysis

High-throughput single cell data analysis – A tutorial

Structural insights for vanadium catecholates and iron‑sulfur clusters obtained from multiple data analysis methods applied to electron spin relaxation data

Discrimination of whisky brands and counterfeit identification by UV–Vis spectroscopy and multivariate data analysis

Unsupervised multiblock data analysis: A unified approach and extensions

Compact SERS detection system enabling automated assay on disc combined with advanced data analysis – A case study of methotrexate

Assessment of constituents in Allium by multivariate data analysis, high-resolution α-glucosidase inhibition assay and HPLC-SPE-NMR

Automating data analysis for two-dimensional gas chromatography/time-of-flight mass spectrometry non‐targeted analysis of comparative samples

Novel insight into the evolution of volatile compounds during dynamic freeze-drying of Ziziphus jujuba cv. Huizao based on GC–MS combined with multivariate data analysis

Silatranes: Relationship between the experimental Si ← N dative bond length and its calculated energy according to AIM analysis data

Lipidomic differentiation between human kidney tumors and surrounding normal tissues using HILIC-HPLC/ESI–MS and multivariate data analysis

A comparative study of volatile components in green, oolong and black teas by using comprehensive two-dimensional gas chromatography–time-of-flight mass spectrometry and multivariate data analysis

Comparative investigation on metabolite changes in ‘wu mi’ production by Vaccinium bracteatum Thunb. leaves based on multivariate data analysis using UPLC–QToF–MS

Review and application of functional data analysis to chemical data—The example of the comparison, classification, and database search of forensic ink chromatograms

Mid infrared spectroscopy and milk quality traits: A data analysis competition at the “International Workshop on Spectroscopy and Chemometrics 2021”

Coffee aroma—Statistical analysis of compositional data

A unique data analysis framework and open source benchmark data set for the analysis of comprehensive two-dimensional gas chromatography software

Quantitative detection of acyclovir by surface enhanced Raman spectroscopy using a portable Raman spectrometer coupled with multivariate data analysis

Data acquisition and data analysis in colorimetric sensor arrays

Unbiased metabolite profiling by liquid chromatography–quadrupole time-of-flight mass spectrometry and multivariate data analysis for herbal authentication: Classification of seven Lonicera species flower buds

A multivariate statistical analysis of surface water chemistry data—The Ankobra Basin, Ghana

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