Chemical profiling of floral and chestnut honey using high-performance liquid chromatography-ultraviolet detection
dc.contributor.author | Aloğlu, Ahmet Kemal | |
dc.contributor.author | Harrington, Peter de B | |
dc.contributor.buuauthor | Şahin, Saliha | |
dc.contributor.buuauthor | Demir, Cevdet | |
dc.contributor.buuauthor | Güneş, Mesut Ertan | |
dc.contributor.department | Uludağ Üniversitesi/Fen-Edebiyat Fakültesi/Kimya Bölümü. | tr_TR |
dc.contributor.department | Uludağ Üniversitesi/Mesleki Teknik Bilimler Yüksekokulu. | tr_TR |
dc.contributor.orcid | 0000-0003-1508-0181 | tr_TR |
dc.contributor.orcid | 0000-0002-9381-0410 | tr_TR |
dc.contributor.orcid | 0000-0002-9347-8307 | tr_TR |
dc.contributor.researcherid | AAH-2892-2021 | tr_TR |
dc.contributor.researcherid | AFR-1890-2022 | tr_TR |
dc.contributor.researcherid | ABA-2005-2020 | tr_TR |
dc.contributor.researcherid | AAK-4470-2021 | tr_TR |
dc.contributor.scopusid | 15027401600 | tr_TR |
dc.contributor.scopusid | 7003565902 | tr_TR |
dc.contributor.scopusid | 35388276000 | tr_TR |
dc.date.accessioned | 2023-02-28T12:11:56Z | |
dc.date.available | 2023-02-28T12:11:56Z | |
dc.date.issued | 2017-06-02 | |
dc.description.abstract | Using the two-way images of phenolic compounds from high-performance liquid chromatography-ultraviolet diode array detection (HPLC-DAD), floral and chestnut honey from Turkey were successfully differentiated. A fuzzy rule-building expert system (FuRES), support vector machine classification tree (SVMTreeG), and super partial least-square discriminant analysis (sPLS-DA) were used to develop classification models. Normalization, retention time alignment, square root transform, and dissimilarity kernel were evaluated as data preprocessing methods. The bootstrapped Latin partition was used with 100 bootstraps and 4 partitions. Classification rates of FuRES and SVMTreeG with a square root transform were 97.6 +/- 0.4% and 97.6 +/- 0.4% for classifying the type of honey, respectively. The measures of precision are 95% confidence intervals. HPLC-DAD was demonstrated as a reliable analytical method for authentication of honey. | en_US |
dc.description.sponsorship | Chemical Mapping | en_US |
dc.identifier.citation | Aloğlu, A. K. vd. (2017). ''Chemical profiling of floral and chestnut honey using high-performance liquid chromatography-ultraviolet detection''. Journal of Food Composition and Analysis, 62, 205-210. | en_US |
dc.identifier.endpage | 210 | tr_TR |
dc.identifier.issn | 0889-1575 | |
dc.identifier.issn | 1096-0481 | |
dc.identifier.scopus | 2-s2.0-85021632066 | tr_TR |
dc.identifier.startpage | 205 | tr_TR |
dc.identifier.uri | https://doi.org/10.1016/j.jfca.2017.06.002 | |
dc.identifier.uri | https://www.sciencedirect.com/science/article/pii/S0889157517301400 | |
dc.identifier.uri | http://hdl.handle.net/11452/31255 | |
dc.identifier.volume | 62 | tr_TR |
dc.identifier.wos | 000407660400025 | tr_TR |
dc.indexed.scopus | Scopus | en_US |
dc.indexed.wos | SCIE | en_US |
dc.language.iso | en | en_US |
dc.publisher | Elsevier | en_US |
dc.relation.collaboration | Yurt dışı | tr_TR |
dc.relation.journal | Journal of Food Composition and Analysis | en_US |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi | tr_TR |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Chemistry | en_US |
dc.subject | Food science & technology | en_US |
dc.subject | Chemometrics | en_US |
dc.subject | Chestnut honey | en_US |
dc.subject | Classification | en_US |
dc.subject | Floral honey | en_US |
dc.subject | Food analysis | en_US |
dc.subject | Food composition | en_US |
dc.subject | FuRES | en_US |
dc.subject | HPLC-DAD | en_US |
dc.subject | Phenolic compounds | en_US |
dc.subject | SVMTreeG | en_US |
dc.subject | Partial least-squares | en_US |
dc.subject | Building expert-systems | en_US |
dc.subject | Antioxidant capacities | en_US |
dc.subject | Physicochemical properties | en_US |
dc.subject | Discriminant-analysis | en_US |
dc.subject | Italian honeys | en_US |
dc.subject | Classification | en_US |
dc.subject | Spectrometry | en_US |
dc.subject | Hplc | en_US |
dc.subject | Authentication | en_US |
dc.subject.scopus | Honey; Stingless Bees; Botany | en_US |
dc.subject.wos | Chemistry, appliedy | en_US |
dc.subject.wos | Food science & technology | en_US |
dc.title | Chemical profiling of floral and chestnut honey using high-performance liquid chromatography-ultraviolet detection | en_US |
dc.type | Article | |
dc.wos.quartile | Q2 (Chemistry, applied) | en_US |
dc.wos.quartile | Q1 (Food science & technology) | en_US |
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