FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310474075> ?p ?o ?g. }

• W4310474075 endingPage "425" @default.
• W4310474075 startingPage "413" @default.
• W4310474075 abstract "Glycine, the simplest free amino acid. It is one of the important factors affecting the flavor of beef. In this study, a fast and non-destructive method combining near-infrared hyperspectral (900–1700 nm) and textural data was first proposed to determine the content and distribution of glycine in beef. On the basis of spectral information pre-processing, spectral features were extracted by the interval variable iterative space shrinkage approach, competitive adaptive reweighting algorithm, and uninformative variable elimination (UVE). The glycine content prediction models were established by partial least squares regression, least squares support vector machine, and the optimized shallow full convolutional neural network (SFCN). Among them, the UVE-SFCN model was found to show better results with prediction set determination coefficient (RP2) of 0.8725. Furthermore, textural features were extracted by the gray-level co-occurrence matrix and fused with the spectral information of the best feature band to obtain an optimized UVE-FSCN-fusion model (RP2 = 0.9005, root mean square error = 0.3075, residual predictive deviation = 0.2688). Compared with the full spectrum and characteristic wavelength spectrum models, RP2 was improved by 6.41% and 3.10%. The best fusion model was visualized to represent the distribution of glycine in beef. The results showed that the prediction and visualization of glycine content in beef were feasible and effective, and provided a theoretical basis for the hyperspectral study of meat quality monitoring or the establishment of an online platform." @default.
• W4310474075 created "2022-12-10" @default.
• W4310474075 creator A5001916860 @default.
• W4310474075 creator A5002303647 @default.
• W4310474075 creator A5002976916 @default.
• W4310474075 creator A5005375567 @default.
• W4310474075 creator A5018171305 @default.
• W4310474075 creator A5033305784 @default.
• W4310474075 creator A5037994745 @default.
• W4310474075 creator A5079955342 @default.
• W4310474075 date "2022-11-30" @default.
• W4310474075 modified "2023-09-26" @default.
• W4310474075 title "Fusion of Spectral and Textural Data of Hyperspectral Imaging for Glycine Content Prediction in Beef Using SFCN Algorithms" @default.
• W4310474075 cites W128607844 @default.
• W4310474075 cites W1535904386 @default.
• W4310474075 cites W1974509120 @default.
• W4310474075 cites W2001833071 @default.
• W4310474075 cites W2035568528 @default.
• W4310474075 cites W2073627277 @default.
• W4310474075 cites W2078083149 @default.
• W4310474075 cites W2145780189 @default.
• W4310474075 cites W2340760070 @default.
• W4310474075 cites W2790831645 @default.
• W4310474075 cites W2885294932 @default.
• W4310474075 cites W2920959736 @default.
• W4310474075 cites W2993014510 @default.
• W4310474075 cites W3000444826 @default.
• W4310474075 cites W3028231515 @default.
• W4310474075 cites W3037232932 @default.
• W4310474075 cites W3090011912 @default.
• W4310474075 cites W3111908560 @default.
• W4310474075 cites W3118557043 @default.
• W4310474075 cites W3119587044 @default.
• W4310474075 cites W3160943346 @default.
• W4310474075 cites W3194263458 @default.
• W4310474075 cites W3198421311 @default.
• W4310474075 cites W4200533711 @default.
• W4310474075 cites W4220946499 @default.
• W4310474075 cites W4281647993 @default.
• W4310474075 cites W4284989591 @default.
• W4310474075 cites W4290566877 @default.
• W4310474075 cites W4297359804 @default.
• W4310474075 doi "https://doi.org/10.1007/s12161-022-02425-w" @default.
• W4310474075 hasPublicationYear "2022" @default.
• W4310474075 type Work @default.
• W4310474075 citedByCount "1" @default.
• W4310474075 countsByYear W43104740752023 @default.
• W4310474075 crossrefType "journal-article" @default.
• W4310474075 hasAuthorship W4310474075A5001916860 @default.
• W4310474075 hasAuthorship W4310474075A5002303647 @default.
• W4310474075 hasAuthorship W4310474075A5002976916 @default.
• W4310474075 hasAuthorship W4310474075A5005375567 @default.
• W4310474075 hasAuthorship W4310474075A5018171305 @default.
• W4310474075 hasAuthorship W4310474075A5033305784 @default.
• W4310474075 hasAuthorship W4310474075A5037994745 @default.
• W4310474075 hasAuthorship W4310474075A5079955342 @default.
• W4310474075 hasBestOaLocation W43104740752 @default.
• W4310474075 hasConcept C106487976 @default.
• W4310474075 hasConcept C11413529 @default.
• W4310474075 hasConcept C119857082 @default.
• W4310474075 hasConcept C12267149 @default.
• W4310474075 hasConcept C153180895 @default.
• W4310474075 hasConcept C154945302 @default.
• W4310474075 hasConcept C155512373 @default.
• W4310474075 hasConcept C159078339 @default.
• W4310474075 hasConcept C169272836 @default.
• W4310474075 hasConcept C185592680 @default.
• W4310474075 hasConcept C22354355 @default.
• W4310474075 hasConcept C2776214188 @default.
• W4310474075 hasConcept C33923547 @default.
• W4310474075 hasConcept C41008148 @default.
• W4310474075 hasConcept C43617362 @default.
• W4310474075 hasConcept C81363708 @default.
• W4310474075 hasConceptScore W4310474075C106487976 @default.
• W4310474075 hasConceptScore W4310474075C11413529 @default.
• W4310474075 hasConceptScore W4310474075C119857082 @default.
• W4310474075 hasConceptScore W4310474075C12267149 @default.
• W4310474075 hasConceptScore W4310474075C153180895 @default.
• W4310474075 hasConceptScore W4310474075C154945302 @default.
• W4310474075 hasConceptScore W4310474075C155512373 @default.
• W4310474075 hasConceptScore W4310474075C159078339 @default.
• W4310474075 hasConceptScore W4310474075C169272836 @default.
• W4310474075 hasConceptScore W4310474075C185592680 @default.
• W4310474075 hasConceptScore W4310474075C22354355 @default.
• W4310474075 hasConceptScore W4310474075C2776214188 @default.
• W4310474075 hasConceptScore W4310474075C33923547 @default.
• W4310474075 hasConceptScore W4310474075C41008148 @default.
• W4310474075 hasConceptScore W4310474075C43617362 @default.
• W4310474075 hasConceptScore W4310474075C81363708 @default.
• W4310474075 hasIssue "2" @default.
• W4310474075 hasLocation W43104740751 @default.
• W4310474075 hasLocation W43104740752 @default.
• W4310474075 hasOpenAccess W4310474075 @default.
• W4310474075 hasPrimaryLocation W43104740751 @default.
• W4310474075 hasRelatedWork W2051197289 @default.
• W4310474075 hasRelatedWork W2380707792 @default.
• W4310474075 hasRelatedWork W2783789044 @default.
• W4310474075 hasRelatedWork W2973451922 @default.

• next