Electrical tapes are recovered during criminal investigations as physical evidence in cases of rape, kidnapping, and explosion incidents. The analysis of such evidence can provide an evidentiary link between the suspect, the victim, object, or the crime scene. In the present study, 25 brands of electrical tapes have been analyzed using ATR-FTIR (attenuated total reflectance Fourier transform infrared) spectroscopy. Samples (1 cm(2)) were analyzed in the mid IR (Infrared) region from 4000-600 cm(-1), and the functional groups of various components have been profiled. Chemometric methods-PCA (principal component analysis) and PCA-LDA (linear discriminant analysis) have been employed to interpret the data and classify the samples into its respective classes. Preliminary assessment of sample clustering due to similar chemical composition was visualized using PCA. PCA-LDA applied for classification purpose yielded classification accuracy (calibration) of 92.98% for the adhesive side and 88% for the backing side. The validation results showed classification accuracy of 89.47% for the adhesive side and 84% for the backing side. Blind validation study was carried out using 5 samples, and classification accuracy of 100% and 80% was obtained for the adhesive and the backing side, respectively. In the current study, a preliminary substrate study was carried out, and the results showed that the backing samples could be more accurately matched to their correct source of origin than the adhesive side.
机构:
Beijing Normal Univ, Sch Artificial Intelligence, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Sch Artificial Intelligence, Beijing 100875, Peoples R China
Zhan, Weixiao
Yang, Xiaodong
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机构:
Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R ChinaBeijing Normal Univ, Sch Artificial Intelligence, Beijing 100875, Peoples R China
Yang, Xiaodong
Lu, Guoquan
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h-index: 0
机构:
Yunnan Agr Univ, Sch Big Data, Kunming 650201, Yunnan, Peoples R ChinaBeijing Normal Univ, Sch Artificial Intelligence, Beijing 100875, Peoples R China
Lu, Guoquan
Deng, Yun
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h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Food Sci & Technol, Bor Luh Food Safety Ctr, 800 Dongchuan Rd, Shanghai 200240, Peoples R ChinaBeijing Normal Univ, Sch Artificial Intelligence, Beijing 100875, Peoples R China
Deng, Yun
Yang, Linnan
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机构:
Yunnan Agr Univ, Sch Big Data, Kunming 650201, Yunnan, Peoples R ChinaBeijing Normal Univ, Sch Artificial Intelligence, Beijing 100875, Peoples R China
机构:
Univ Surabaya, Fac Pharm, Surabaya 60284, East Java, IndonesiaUniv Surabaya, Fac Pharm, Surabaya 60284, East Java, Indonesia
Azminah, Azminah
Ahmad, Islamudin
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机构:
Univ Mulawarman, Fac Pharm, Pharmaceut Res & Dev Lab FARMAKA TROPIS, Samarinda 75119, East Kalimantan, IndonesiaUniv Surabaya, Fac Pharm, Surabaya 60284, East Java, Indonesia
Ahmad, Islamudin
Fikri, Jihan Azmi Nur
论文数: 0引用数: 0
h-index: 0
机构:
Univ Indonesia, Fac Pharm, Dept Pharmacognosy Phytochemistry, Depok 16424, West Java, IndonesiaUniv Surabaya, Fac Pharm, Surabaya 60284, East Java, Indonesia
Fikri, Jihan Azmi Nur
Jumadil, Muhammad Irsal
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h-index: 0
机构:
Univ Indonesia, Fac Pharm, Dept Pharmacognosy Phytochemistry, Depok 16424, West Java, IndonesiaUniv Surabaya, Fac Pharm, Surabaya 60284, East Java, Indonesia
Jumadil, Muhammad Irsal
Erza, Nadia Aqilah Fakhriyyah
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h-index: 0
机构:
Univ Indonesia, Fac Pharm, Dept Pharmacognosy Phytochemistry, Depok 16424, West Java, IndonesiaUniv Surabaya, Fac Pharm, Surabaya 60284, East Java, Indonesia
Erza, Nadia Aqilah Fakhriyyah
Abdullah, Sarini
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h-index: 0
机构:
Univ Indonesia, Fac Math & Nat Sci, Dept Math, Depok 16424, IndonesiaUniv Surabaya, Fac Pharm, Surabaya 60284, East Java, Indonesia
Abdullah, Sarini
Simamora, Adelina
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h-index: 0
机构:
Krida Wacana Christian Univ, Fac Med & Hlth Sci, Dept Biochem, Jakarta 11510, Indonesia
Univ Indonesia, Fac Pharm, Natl Metabol Collaborat Res Ctr, Depok 16424, West Java, IndonesiaUniv Surabaya, Fac Pharm, Surabaya 60284, East Java, Indonesia
Simamora, Adelina
Mun'im, Abdul
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h-index: 0
机构:
Univ Indonesia, Fac Pharm, Dept Pharmacognosy Phytochemistry, Depok 16424, West Java, Indonesia
Univ Indonesia, Fac Pharm, Natl Metabol Collaborat Res Ctr, Depok 16424, West Java, IndonesiaUniv Surabaya, Fac Pharm, Surabaya 60284, East Java, Indonesia
Mun'im, Abdul
[J].
JOURNAL OF RESEARCH IN PHARMACY,
2023,
27
(01):
: 184
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195