Parmak İzi Analizlerinde Kemometrik Yaklaşımlar

Adamowicz P, Bigosińska J, Gil D, Suchan M, Tokarczyk B. Drugs detection in fingerprints. J Pharm Biomed Anal [Internet]. 2024 Jan 20;238:115835. Available from: https://www.sciencedirect.com/science/article/pii/S0731708523006040

Jackson ARW, Jackson JM. Forensic Science. 3rd ed. England: Pearson Education; 2011. 1–14 p.

Morgan SL, Bartick E. New Methods for Trace Evidence Analysis. In: Blackledge RD, editor. Forensic Analysis on the Cutting Edge [Internet]. John Wiley and Sons; 2007. p. 333–74. Available from: https://onlinelibrary.wiley.com/doi/book/10.1002/9780470166932

Wold S. Chemometrics; what do we mean with it, and what do we want from it? Chemom Intell Lab Syst [Internet]. 1995 Nov 1;30(1):109–15. Available from: https://www.sciencedirect.com/science/article/pii/0169743995000429

Cadd S, Islam M, Manson P, Bleay S. Fingerprint composition and aging: A literature review. Sci Justice [Internet]. 2015 Jul 1;55(4):219–38. Available from: https://www.sciencedirect.com/science/article/pii/S1355030615000131

Costa C, Ismail M, Stevenson D, Gibson B, Webb R, Bailey M. Distinguishing between Contact and Administration of Heroin from a Single Fingerprint using High Resolution Mass Spectrometry. J Anal Toxicol [Internet]. 2019 Apr 30;44(3):218. Available from: https://pmc.ncbi.nlm.nih.gov/articles/PMC7299524/

Gulekci Y, Cavus Yonar F, Ozseker PE, Gören İE, Daglioglu N. The other side of the paper as the evidence: impacts of fingermark development reagents on fingermark development and cocaine amount in cocaine-impregnated paper. Forensic Sci Med Pathol [Internet]. 2024 Oct 17;21(2):555–64. Available from: https://link.springer.com/article/10.1007/s12024-024-00897-2

Gemperline P. Practical Guide to Chemometrics [Internet]. Practical Guide to Chemometrics. CRC Press; 2006. 1–542 p. Available from: https://www.taylorfrancis.com/books/mono/10.1201/9781420018301/practical-guide-chemometrics-paul-gemperline

Singh S, Shakeel H, Sharma R. Overview of chemometrics in forensic toxicology. Egypt J Forensic Sci [Internet]. 2023 Dec 13;13(1):53. Available from: https://ejfs.springeropen.com/articles/10.1186/s41935-023-00371-0

Brereton RG. Pattern recognition in chemometrics. Chemom Intell Lab Syst [Internet]. 2015 Dec 15;149:90–6. Available from: https://www.sciencedirect.com/science/article/pii/S0169743915001604

Hazarika P, Russell DA. Advances in fingerprint analysis. Angew Chem Int Ed Engl [Internet]. 2012 Apr 10;51(15):3524–31. Available from: https://pubmed.ncbi.nlm.nih.gov/22461202/

Kindell J, Bridge C. Error rate and similarity determination of latent fingerprint chemistry via 1D GC and GC × GC–MS. Forensic Chem [Internet]. 2023 Sep 1;35:100521. Available from: https://www.sciencedirect.com/science/article/pii/S2468170923000577?ssrnid=4400849&dgcid=SSRN_redirect_SD

Brunelle E, Eldridge M, Halámek J. Determination of Time since Deposition of Fingerprints via Colorimetric Assays. ACS Omega [Internet]. 2021 May 18;6(19):12898–903. Available from: /doi/pdf/10.1021/acsomega.1c01344?ref=article_openPDF

de Souza MA, Santos AS, da Silva SW, Braga JWB, Sousa MH. Diffuse Reflectance FTIR of Latent Fingerprints and Discriminant Analysis for Sex Identification in Humans. J Braz Chem Soc [Internet]. 2023 Jan 1;34(6):819–25. Available from: https://www.scienceopen.com/document?vid=4050a019-7c6e-4e8d-a850-7e9295b47f75

Fikiet MA, Khandasammy SR, Mistek E, Ahmed Y, Halámková L, Bueno J, et al. Surface enhanced Raman spectroscopy: A review of recent applications in forensic science. Spectrochim Acta Part A Mol Biomol Spectrosc [Internet]. 2018 May 15;197:255–60. Available from: https://www.sciencedirect.com/science/article/pii/S138614251830163X

Skoog DA., West DM., Holler FJ, Crouch SR. Fundamentals of analytical chemistry. 9th ed. Brooks/Cole, Cengage Learning; 2014.

Sauzier G, Van Bronswijk W, Lewis SW. Chemometrics in forensic science: approaches and applications. Analyst [Internet]. 2021 Apr 26;146(8):2415–48. Available from: https://pubs.rsc.org/en/content/articlehtml/2021/an/d1an00082a

Bevilacqua M, Nescatelli R, Bucci R, Magrì AD, Magrì AL, Marini F. Chemometric classification techniques as a tool for solving problems in analytical chemistry. J AOAC Int [Internet]. 2014 Jan [cited 2025 Nov 14];97(1):19–28. Available from: https://pubmed.ncbi.nlm.nih.gov/24672856/

Singh I, Juneja P, Kaur B, Kumar P, Haji Shabani M, Klodzinska E, et al. Pharmaceutical Applications of Chemometric Techniques. Int Sch Res Not [Internet]. 2013 Jan 1;2013(1):795178. Available from: /doi/pdf/10.1155/2013/795178

Brereton RG, Jansen J, Lopes J, Marini F, Pomerantsev A, Rodionova O, et al. Chemometrics in analytical chemistry-part II: modeling, validation, and applications. Anal Bioanal Chem [Internet]. 2018 Oct 1;410(26):6691–704. Available from: https://pubmed.ncbi.nlm.nih.gov/30073517/

Chauchard F, Cogdill R, Roussel S, Roger JM, Bellon-Maurel V. Application of LS-SVM to non-linear phenomena in NIR spectroscopy: development of a robust and portable sensor for acidity prediction in grapes. Chemom Intell Lab Syst [Internet]. 2004 May 28 [cited 2025 Nov 14];71(2):141–50. Available from: https://www.sciencedirect.com/science/article/pii/S0169743904000073

da Silva IN, Spatti DH, Flauzino RA, Liboni LHB, dos Reis Alves SF. Artificial neural networks: A practical course. Artificial Neural Networks: A Practical Course. Springer International Publishing; 2016. 1–307 p.

Otto M. Chemometrics [Internet]. Wiley; 2016. Available from: https://onlinelibrary.wiley.com/doi/book/10.1002/9783527699377

Taylor BJ. Methods and procedures for the verification and validation of artificial neural networks. 1st ed. Taylor BJ, editor. Springer US; 2006. 1–277 p.

Marini F, Bucci R, Magrì AL, Magrì AD. Artificial neural networks in chemometrics: History, examples and perspectives. Microchem J. 2008 Apr;88(2):178–85.

Tistaert C, Dejaegher B, Heyden Y Vander. Chromatographic separation techniques and data handling methods for herbal fingerprints: A review. Anal Chim Acta [Internet]. 2011 Apr 1;690(2):148–61. Available from: https://www.sciencedirect.com/science/article/pii/S0003267011002200

Goodarzi M, Russell PJ, Vander Heyden Y. Similarity analyses of chromatographic herbal fingerprints: A review. Anal Chim Acta [Internet]. 2013 Dec 4;804:16–28. Available from: https://www.sciencedirect.com/science/article/pii/S0003267013011884

Daszykowski M, Walczak B. Methods for the exploratory analysis of two-dimensional chromatographic signals. Talanta [Internet]. 2011 Jan 30;83(4):1088–97. Available from: https://www.sciencedirect.com/science/article/pii/S0039914010006715

Custers D, Courselle P, Apers S, Deconinck E. Chemometrical analysis of fingerprints for the detection of counterfeit and falsified medicines. Rev Anal Chem [Internet]. 2016 Dec 1;35(4):145–68. Available from: https://www.degruyterbrill.com/document/doi/10.1515/revac-2016-0013/html?srsltid=AfmBOooUEgjcWEjetZEfjDkGKtqbMXnjDwTgATFv9uHHjaE67idEhd3v

Jollife IT, Cadima J. Principal component analysis: a review and recent developments. Philos Trans A Math Phys Eng Sci [Internet]. 2016 Apr 13;374(2065). Available from: https://pubmed.ncbi.nlm.nih.gov/26953178/

F.R.S. KP. LIII. On lines and planes of closest fit to systems of points in space. London, Edinburgh, Dublin Philos Mag J Sci [Internet]. 1901 Nov;2(11):559–72. Available from: https://www.tandfonline.com/doi/abs/10.1080/14786440109462720

Bro R, Smilde AK. Principal component analysis. Anal Methods [Internet]. 2014 Apr 10;6(9):2812–31. Available from: https://pubs.rsc.org/en/content/articlehtml/2014/ay/c3ay41907j

Greenacre M, Groenen PJF, Hastie T, D’Enza AI, Markos A, Tuzhilina E. Principal component analysis. Nat Rev Methods Prim 2022 21 [Internet]. 2022 Dec 22 [cited 2025 Nov 14];2(1):100-. Available from: https://www.nature.com/articles/s43586-022-00184-w

Wehrens R. Chemometrics with R [Internet]. Berlin, Heidelberg: Springer Berlin Heidelberg; 2020. (Use R!). Available from: http://link.springer.com/10.1007/978-3-662-62027-4

Coon AM, Beyramysoltan S, Musah RA. A chemometric strategy for forensic analysis of condom residues: Identification and marker profiling of condom brands from direct analysis in real time-high resolution mass spectrometric chemical signatures. Talanta [Internet]. 2019 Mar 1;194:563–75. Available from: https://www.sciencedirect.com/science/article/pii/S0039914018310191

Tharwat A, Gaber T, Ibrahim A, Hassanien AE. Linear discriminant analysis: A detailed tutorial. AI Commun [Internet]. 2017;30(2):169–90. Available from: https://scholar.google.com/scholar_url?url=https://journals.sagepub.com/doi/pdf/10.3233/AIC-170729&hl=tr&sa=T&oi=ucasa&ct=usl&ei=zyYXaYL9NZvJieoP1YSd0QY&scisig=ABGrvjLBabJcgIUUEU0WOumXfdME

Setser AL, Waddell Smith R. Comparison of variable selection methods prior to linear discriminant analysis classification of synthetic phenethylamines and tryptamines. Forensic Chem [Internet]. 2018 Dec 1;11:77–86. Available from: https://www.sciencedirect.com/science/article/pii/S2468170918300754

Bécue A, Champod C. Interpol review of fingermarks and other body impressions (2019 – 2022). Forensic Sci Int Synerg [Internet]. 2023 Jan 1;6:100304. Available from: https://www.sciencedirect.com/science/article/pii/S2589871X22000894

Bailey MJ, Ismail M, Bleay S, Bright N, Elad ML, Cohen Y, et al. Enhanced imaging of developed fingerprints using mass spectrometry imaging. Analyst [Internet]. 2013 Sep 30;138(21):6246–50. Available from: https://pubs.rsc.org/en/content/articlehtml/2013/an/c3an01204b

Patten DR, Paulson AE, Forsman TT, Lee YJ. Predicting Fingerprint Age Based on Ozonolysis Kinetics of Unsaturated Triacylglycerol Degradation. Anal Chem [Internet]. 2023 Aug 15;95(32):12047–53. Available from: https://pubmed.ncbi.nlm.nih.gov/37531602/

Rajs N, Harush-Brosh Y, Raisch R, Yakobi Arancibia R, Zoabi A, Golan GN, et al. Determining time since deposition of latent fingerprints on forensic adhesive tape using ultrafast DESI-MS and machine learning. Sci Reports 2025 151 [Internet]. 2025 May 26;15(1):18413-. Available from: https://www.nature.com/articles/s41598-025-02639-y

Hinners P, O’Neill KC, Lee YJ. Revealing Individual Lifestyles through Mass Spectrometry Imaging of Chemical Compounds in Fingerprints. Sci Reports 2018 81 [Internet]. 2018 Mar 26;8(1):5149-. Available from: https://www.nature.com/articles/s41598-018-23544-7

Souza MA, Santos AS, da Silva SW, Braga JWB, Sousa MH. Raman spectroscopy of fingerprints and chemometric analysis for forensic sex determination in humans. Forensic Chem [Internet]. 2022 Mar 1;27:100395. Available from: https://www.sciencedirect.com/science/article/pii/S2468170921000916

Bradshaw R, Denison N, Francese S. Implementation of MALDI MS profiling and imaging methods for the analysis of real crime scene fingermarks. Analyst [Internet]. 2017 May 2;142(9):1581–90. Available from: https://pubs.rsc.org/en/content/articlehtml/2017/an/c7an00218a

Ismail M, Stevenson D, Costa C, Webb R, De Puit M, Bailey M. Noninvasive Detection of Cocaine and Heroin Use with Single Fingerprints: Determination of an Environmental Cutoff. Clin Chem [Internet]. 2018 Jun 1;64(6):909–17. Available from: https://pubmed.ncbi.nlm.nih.gov/29567660/

Guo S, Popp J, Bocklitz T. Chemometric analysis in Raman spectroscopy from experimental design to machine learning-based modeling. Nat Protoc [Internet]. 2021 Dec 1;16(12):5426–59. Available from: https://pubmed.ncbi.nlm.nih.gov/34741152/