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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Gupta, Karunesh Kumar | - |
dc.date.accessioned | 2023-02-28T09:26:29Z | - |
dc.date.available | 2023-02-28T09:26:29Z | - |
dc.date.issued | 2021 | - |
dc.identifier.uri | https://ieeexplore.ieee.org/document/9441971 | - |
dc.identifier.uri | http://dspace.bits-pilani.ac.in:8080/xmlui/handle/123456789/9382 | - |
dc.description.abstract | Various honey samples and possible adulterants has been characterized using Fourier Transform Infrared (FT-IR) spectroscopy integrated with ATR sampling. Spectral data of twelve varieties of samples including mono-floral honey, multi-floral honey and different variety of adulterants has been collected in Mid-IR region (4000cm -1 -400cm -1 ). Spectral Mid-IR data has been corrected using baseline correction method and preprocessed using 2nd order derivative & Standard Normal Variate (SNV) methods for removal of any additive & multiplicative scattering effects. The principal component analysis (PCA) has been used for dimension reduction in the data set and exploratory data analysis of the honey and its adulterant samples. K-means, K-medians and Fuzzy C Means based classification model has been developed for the classification of pure honey samples and adulterants. Developed model has been cross-validated using external samples. | en_US |
dc.language.iso | en | en_US |
dc.publisher | IEEE | en_US |
dc.subject | EEE | en_US |
dc.subject | Honey | en_US |
dc.subject | Adulteration | en_US |
dc.subject | FT-IR Spectroscopy | en_US |
dc.subject | Chemometrics | en_US |
dc.title | Discrimination of Various pure Honey samples and its Adulterants using FTIR Spectroscopy Coupled with Chemometrics | en_US |
dc.type | Article | en_US |
Appears in Collections: | Department of Electrical and Electronics Engineering |
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