Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387647552> ?p ?o ?g. }
- W4387647552 endingPage "137694" @default.
- W4387647552 startingPage "137694" @default.
- W4387647552 abstract "Identification and quantification of sesame oil products are crucial due to the existing problems of adulteration with lower-priced oils and false labeling of sesame proportions. In this study, 1D CNN models were established to achieve discrimination of oil types and multiple quantification of adulteration using portable Raman spectrometer. An improved data augmentation method involving discarding transformations that alter peak positions was proposed, and synchronously injecting noise during geometric transformations. Furthermore, a novel neural network structure was introduced incorporating vector regression to accurately predict each component simultaneously. The proposed method has achieved higher accuracy in detecting multi-component adulteration compared with chemometrics (100 % accuracy in classifying different oils; R2 over 0.99 and RMSE within 2 % in predicting unknown adulterated samples). Finally, commercially available sesame oil products were tested and compared with gas chromatography and colorimetric methods, demonstrating the effectiveness of our proposed model in achieving higher detection accuracy at low-concentration adulteration." @default.
- W4387647552 created "2023-10-15" @default.
- W4387647552 creator A5002023353 @default.
- W4387647552 creator A5022526821 @default.
- W4387647552 creator A5022631337 @default.
- W4387647552 creator A5056896393 @default.
- W4387647552 creator A5062446385 @default.
- W4387647552 creator A5066677268 @default.
- W4387647552 creator A5071101599 @default.
- W4387647552 creator A5071122141 @default.
- W4387647552 creator A5087939576 @default.
- W4387647552 date "2024-03-01" @default.
- W4387647552 modified "2023-10-15" @default.
- W4387647552 title "Revealing the adulteration of sesame oil products by portable Raman spectrometer and 1D CNN vector regression: A comparative study with chemometrics and colorimetry" @default.
- W4387647552 cites W1976594493 @default.
- W4387647552 cites W2016365402 @default.
- W4387647552 cites W2027478016 @default.
- W4387647552 cites W2079817064 @default.
- W4387647552 cites W2298145110 @default.
- W4387647552 cites W2564339002 @default.
- W4387647552 cites W2754399946 @default.
- W4387647552 cites W2889482096 @default.
- W4387647552 cites W2896120238 @default.
- W4387647552 cites W2919115771 @default.
- W4387647552 cites W2934460720 @default.
- W4387647552 cites W2943258573 @default.
- W4387647552 cites W2952266823 @default.
- W4387647552 cites W2999277653 @default.
- W4387647552 cites W3035028232 @default.
- W4387647552 cites W3038340166 @default.
- W4387647552 cites W3042305154 @default.
- W4387647552 cites W3080646488 @default.
- W4387647552 cites W3081216944 @default.
- W4387647552 cites W3091349910 @default.
- W4387647552 cites W3093875695 @default.
- W4387647552 cites W3112216278 @default.
- W4387647552 cites W3118836895 @default.
- W4387647552 cites W3132104108 @default.
- W4387647552 cites W3135918002 @default.
- W4387647552 cites W3195478404 @default.
- W4387647552 cites W3209386356 @default.
- W4387647552 cites W4205231432 @default.
- W4387647552 cites W4205272540 @default.
- W4387647552 cites W4220957460 @default.
- W4387647552 cites W4221099751 @default.
- W4387647552 cites W4281253875 @default.
- W4387647552 cites W4284966722 @default.
- W4387647552 cites W4291171242 @default.
- W4387647552 cites W4291464817 @default.
- W4387647552 cites W4308978906 @default.
- W4387647552 cites W4309047420 @default.
- W4387647552 cites W4320913840 @default.
- W4387647552 cites W4380318772 @default.
- W4387647552 cites W4384461166 @default.
- W4387647552 doi "https://doi.org/10.1016/j.foodchem.2023.137694" @default.
- W4387647552 hasPublicationYear "2024" @default.
- W4387647552 type Work @default.
- W4387647552 citedByCount "0" @default.
- W4387647552 crossrefType "journal-article" @default.
- W4387647552 hasAuthorship W4387647552A5002023353 @default.
- W4387647552 hasAuthorship W4387647552A5022526821 @default.
- W4387647552 hasAuthorship W4387647552A5022631337 @default.
- W4387647552 hasAuthorship W4387647552A5056896393 @default.
- W4387647552 hasAuthorship W4387647552A5062446385 @default.
- W4387647552 hasAuthorship W4387647552A5066677268 @default.
- W4387647552 hasAuthorship W4387647552A5071101599 @default.
- W4387647552 hasAuthorship W4387647552A5071122141 @default.
- W4387647552 hasAuthorship W4387647552A5087939576 @default.
- W4387647552 hasConcept C120665830 @default.
- W4387647552 hasConcept C121332964 @default.
- W4387647552 hasConcept C144027150 @default.
- W4387647552 hasConcept C151304367 @default.
- W4387647552 hasConcept C153180895 @default.
- W4387647552 hasConcept C154945302 @default.
- W4387647552 hasConcept C185592680 @default.
- W4387647552 hasConcept C186060115 @default.
- W4387647552 hasConcept C27438332 @default.
- W4387647552 hasConcept C2780928516 @default.
- W4387647552 hasConcept C3019458133 @default.
- W4387647552 hasConcept C33390570 @default.
- W4387647552 hasConcept C33923547 @default.
- W4387647552 hasConcept C41008148 @default.
- W4387647552 hasConcept C43617362 @default.
- W4387647552 hasConcept C64299311 @default.
- W4387647552 hasConcept C86803240 @default.
- W4387647552 hasConceptScore W4387647552C120665830 @default.
- W4387647552 hasConceptScore W4387647552C121332964 @default.
- W4387647552 hasConceptScore W4387647552C144027150 @default.
- W4387647552 hasConceptScore W4387647552C151304367 @default.
- W4387647552 hasConceptScore W4387647552C153180895 @default.
- W4387647552 hasConceptScore W4387647552C154945302 @default.
- W4387647552 hasConceptScore W4387647552C185592680 @default.
- W4387647552 hasConceptScore W4387647552C186060115 @default.
- W4387647552 hasConceptScore W4387647552C27438332 @default.
- W4387647552 hasConceptScore W4387647552C2780928516 @default.
- W4387647552 hasConceptScore W4387647552C3019458133 @default.
- W4387647552 hasConceptScore W4387647552C33390570 @default.
- W4387647552 hasConceptScore W4387647552C33923547 @default.