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Australian Journal of Forensic Sciences Volume 54, 2022 - Issue 5
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Research Article

Counterfeit one hundred Malaysian ringgit banknotes discrimination using chemical imaging inspection and pattern recognition

Nur Farah Dina Ajida Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, Skudai, MalaysiaView further author information
,
Foo Keat Howa Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, Skudai, Malaysia;b Crime Investigation Department, Sentul District Police Headquarters, Royal Malaysia Police, Kuala Lumpur, MalaysiaView further author information
,
Naji Arafat Mahata Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, Skudai, Malaysia;c Centre for Sustainable Nanomaterials, Ibnu Sina Institute for Scientific and Industrial Research, Universiti Teknologi Malaysia, Skudai, Malaysia;d Centre of Research for Fiqh Forensics and Judiciary, Universiti Sains Islam Malaysia, Nilai, Malaysia;e Enzyme Technology and Green Synthesis Research Group, Faculty of Science, Universiti Teknologi Malaysia, Skudai, MalaysiaCorrespondence[email protected] [email protected]
View further author information
,
Wan Nur Syuhaila Mat Desaf Forensic Science Programme, School of Health Sciences, Universiti Sains Malaysia, Kubang Kerian, MalaysiaView further author information
,
Mohd Rahim Kamaludding Human and Societal Well-being Research Centre, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi, MalaysiaView further author information
,
Mohammad Afiq Mohamed Huria Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, Skudai, MalaysiaView further author information
,
Hasmerya Maarofa Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, Skudai, MalaysiaView further author information
&
Dzulkiflee Ismailf Forensic Science Programme, School of Health Sciences, Universiti Sains Malaysia, Kubang Kerian, MalaysiaView further author information
 show all
Pages 695-709 | Received 11 Oct 2020, Accepted 23 Dec 2020, Published online: 07 Mar 2021

References

  • Chen H. 2018. An attempt at analyzing the information nature of money. China: China Banknote Printing and Minting Corporation (CBPM) - Currency Research Department. arXiv preprint arXiv:1804.06710.
  • Almeida MR, Correa DN, Rocha WFC, Scafi FJO, Poppi RJ. Discrimination Between authentic and counterfeit banknotes using Raman spectroscopy and PLS-DA with uncertainty estimation. Microchem J. 2013;109:170–177. doi:10.1016/j.microc.2012.03.006
  • Guo H, Yin B, Zhang J, Quan Y, Shi G. Forensic classification of counterfeit banknote paper by X-ray fluorescence and multivariate statistical methods. Forensic Sci Int. 2017;266:43–47. doi:10.1016/j.forsciint.2016.06.008
  • Itrić K, Modrić D. Banknote characterization using the FTIR spectroscopy. Tech J. 2017;11:83–88.
  • Bradley M, Weesner F. Scratching the surface of paper currency with FT-IR microscopy; 2013. [cited 2019 May 20]. Available from: https://www.forensicmag.com/article/2013/10/scratching-surface-papercurrency-ft-ir-microscopy
  • Albrecht WS, Albrecht C, Albrecht CC. Current trends in fraud and its detection. Info Sec J. 2008;17(1):2–12.
  • Blickle G, Schlegel A, Fassbender P, Klein U. Some personality correlates of business white-collar crime. App Psychology. 2006;55(2):225–228.
  • Bank Negara Malaysia. 2019 [cited 2019 Jan 21]. Available from: http://www.bnm.gov.my/index.php?ch=en_circulation_currency&pg=en_circulation_banknotes&ac=73&lang=en
  • Imperio E, Calò E, Valli L, Giancane G. Spectral Investigations on 1000£ banknotes throughout Italian Republic. Vib Spectrosc. 2015;79:52–58. doi:10.1016/j.vibspec.2015.05.004
  • Vila A, Ferrer N, Mantecón J, Bretón D, García JF. Development of a fast and non-destructive procedure for characterizing and distinguishing original and fake Euro notes. Anal Chim Acta. 2006;559(2):257–263. doi:10.1016/j.aca.2005.11.084
  • Sonnex E, Almond MJ, Baum JV, Bond JW. Identification of forged bank of England £20 banknotes using IR spectroscopy. Spectrochimica Acta Part A. 2014;118:1158–1163. doi:10.1016/j.saa.2013.09.115
  • Borba F, Saldanha H, De Juan A. Use of Raman spectroscopy and chemometrics to distinguish blue ballpoint pen inks. Forensic Sci Int. 2015;249:73–82. doi:10.1016/j.forsciint.2015.01.027
  • Meléndez JM, Gondko K, Mendys A, Król M, Klisiſska-Kopacz A, Sobczyk J, Jaworucka-Drath A. A multi-technique approach for detecting and evaluating material inconsistencies in historical banknotes. Forensic Sci Int. 2016;266:329–337. doi:10.1016/j.forsciint.2016.06.018
  • Boll M, Doty K, Wickenheiser R, Lednev K. Differentiation of hair using ATR FT-IR spectroscopy: a statistical classification of dyed and non-dyed hairs. Forensic Chem. 2017;6:1–9. doi:10.1016/j.forc.2017.08.001
  • Rozenstein O, Paz-Kagan T, Salbach C, Karnieli A. Comparing the effect of pre-processing transformations on methods of land-use classification derived from spectral soil measurements. IEEE J Sel Top Appl Earth Obs Remote Sens. 2015;8(6):2393–2404. doi:10.1109/JSTARS.2014.2371920
  • Gholizadeh A, Borůvka L, Saberioon MM, Kozák J, Vašát R, Němeček K. Comparing different data pre-processing methods for monitoring soil heavy metals based on soil spectral features. Soil Water Res. 2015;10(4):218–227. doi:10.17221/113/2015-SWR
  • Rinnan A, Van Den Berg F, Engelsen SB. Review of the most common pre-processing techniques for near-infrared spectra. Tr Anal Chem. 2009;28(10):1201–1222. doi:10.1016/j.trac.2009.07.007
  • Oliveira V, Saldanha H, Honorato F, Fernandes CP. Authenticity assessment of banknotes using portable near infrared spectrometer and chemometrics. Forensic Sci Int. 2018;286:121–127. doi:10.1016/j.forsciint.2018.03.001
  • Cao Z, Liu Y, Zhao J. Efficient discrimination of some moss species by fourier transform infrared spectroscopy and chemometrics. J Spectrosc. 2014;1–9. doi:10.1155/2014/191796
  • Shahdan AF, Mahat NA, Wan Ibrahim WA, Ariffin Z, Ismail D. Provenance establishment of stingless bee honey using multi-element analysis in combination with chemometrics techniques. J Forensic Sci. 2018;63(1):80–85. doi:10.1111/1556-4029.13512

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