Discrimination and source correspondence of black gel inks using Raman spectroscopy and chemometric analysis with UMAP and PLS-DA-Reference-Cited by-同舟云学术

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Discrimination and source correspondence of black gel inks using Raman spectroscopy and chemometric analysis with UMAP and PLS-DA

Published:2022-06 Issue: Volume:225 Page:104557
ISSN:0169-7439
Container-title:Chemometrics and Intelligent Laboratory Systems
language:en
Short-container-title:Chemometrics and Intelligent Laboratory Systems

Author:

Mohamad Asri Muhammad Naeim,Verma Rajesh,Mahat Naji Arafat,Nor Nor Azman Mohd,Mat Desa Wan Nur Syuhaila,Ismail Dzulkiflee

Funder

Universiti Sains Malaysia

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference33 articles.

1. Confirmatory surface analysis of equivocal documents with pigment-based gel inks via laser desorption laser post ionization mass spectrometry imaging;Liu;Anal. Bioanal. Chem.,2018

2. Hyperspectral imaging of gel pen inks: an emerging tool in document analysis;Reed;Sci. Justice,2014

3. Interpol review of questioned documents 2016–2019;Deviterne-Lapeyre;Forensic Sci. Int.: Synergy,2020

4. The effect of solvent grade on thin-layer chromatographic analysis of writing inks;Barker;Forensic Sci. Int.,2016

5. GC analysis of black gel pen ink stored under different conditions;Li;J. Forensic Sci.,2014

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2. Exploring volatile organic profiles of red pen inks based on gas-chromatography-flame ionization detection (GC-FID) and chemometric methods for forensic investigation purposes;Journal of Liquid Chromatography & Related Technologies;2024-04-04

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4. High-performance soil class delineation via UMAP coupled with machine learning in Kurdistan Province, Iran;Geoderma Regional;2024-03

5. Comparison of feature selection and data fusion of Fourier transform infrared and Raman spectroscopy for identifying watercolor ink;Journal of Forensic Sciences;2024-01-30

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