Matches in SemOpenAlex for { <https://semopenalex.org/work/W2469753208> ?p ?o ?g. }
- W2469753208 endingPage "1320" @default.
- W2469753208 startingPage "1309" @default.
- W2469753208 abstract "The objective of this research was to develop a rapid noninvasive method for quantitative and qualitative determination of chilled pork spoilage. Microbiological, physicochemical, and organoleptic characteristics such as the total viable count (TVC), Pseudomonas spp., total volatile basic-nitrogen (TVB-N), pH value, and color parameter L* were determined to appraise pork quality. The hyperspectral scattering characteristics from 54 meat samples were fitted by four-parameter modified Gompertz function accurately. Support vector machines (SVM) was applied to establish quantitative prediction model between scattering fitting parameters and reference values. In addition, partial least squares discriminant analysis (PLS-DA) and Bayesian analysis were utilized as supervised and unsupervised techniques for the qualitative identification of meat spoilage. All stored chilled meat samples were classified into three grades: “fresh,” “semi-fresh,” and “spoiled.” Bayesian classification model was superior to PLS-DA with overall classification accuracy of 92.86%. The results demonstrated that hyperspectral scattering technique combined with SVM and Bayesian possessed a powerful capability for meat spoilage assessment rapidly and noninvasively." @default.
- W2469753208 created "2016-07-22" @default.
- W2469753208 creator A5078845990 @default.
- W2469753208 creator A5083283473 @default.
- W2469753208 date "2016-07-20" @default.
- W2469753208 modified "2023-09-25" @default.
- W2469753208 title "Noninvasive Qualitative and Quantitative Assessment of Spoilage Attributes of Chilled Pork Using Hyperspectral Scattering Technique" @default.
- W2469753208 cites W1849646359 @default.
- W2469753208 cites W1966447169 @default.
- W2469753208 cites W1966838361 @default.
- W2469753208 cites W1968715895 @default.
- W2469753208 cites W1969605191 @default.
- W2469753208 cites W1970078894 @default.
- W2469753208 cites W1981426009 @default.
- W2469753208 cites W1983417063 @default.
- W2469753208 cites W1984837464 @default.
- W2469753208 cites W1984990984 @default.
- W2469753208 cites W1994077427 @default.
- W2469753208 cites W1995966489 @default.
- W2469753208 cites W1996118086 @default.
- W2469753208 cites W2004609402 @default.
- W2469753208 cites W2006898657 @default.
- W2469753208 cites W2007739294 @default.
- W2469753208 cites W2029751202 @default.
- W2469753208 cites W2033326708 @default.
- W2469753208 cites W2035957571 @default.
- W2469753208 cites W2042187406 @default.
- W2469753208 cites W2042290752 @default.
- W2469753208 cites W2042747620 @default.
- W2469753208 cites W2042894670 @default.
- W2469753208 cites W2048707409 @default.
- W2469753208 cites W2059271138 @default.
- W2469753208 cites W2062385034 @default.
- W2469753208 cites W2065000883 @default.
- W2469753208 cites W2065623357 @default.
- W2469753208 cites W2066263371 @default.
- W2469753208 cites W2086031780 @default.
- W2469753208 cites W2088088878 @default.
- W2469753208 cites W2090645060 @default.
- W2469753208 cites W2094782790 @default.
- W2469753208 cites W2106418531 @default.
- W2469753208 cites W2110785702 @default.
- W2469753208 cites W2111638058 @default.
- W2469753208 cites W2116146912 @default.
- W2469753208 cites W2117987656 @default.
- W2469753208 cites W2129592226 @default.
- W2469753208 cites W2132932830 @default.
- W2469753208 cites W2142499192 @default.
- W2469753208 cites W2143660994 @default.
- W2469753208 cites W2151505336 @default.
- W2469753208 cites W2155782014 @default.
- W2469753208 cites W2169443478 @default.
- W2469753208 doi "https://doi.org/10.1177/0003702816654060" @default.
- W2469753208 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27340214" @default.
- W2469753208 hasPublicationYear "2016" @default.
- W2469753208 type Work @default.
- W2469753208 sameAs 2469753208 @default.
- W2469753208 citedByCount "6" @default.
- W2469753208 countsByYear W24697532082017 @default.
- W2469753208 countsByYear W24697532082018 @default.
- W2469753208 countsByYear W24697532082019 @default.
- W2469753208 countsByYear W24697532082022 @default.
- W2469753208 crossrefType "journal-article" @default.
- W2469753208 hasAuthorship W2469753208A5078845990 @default.
- W2469753208 hasAuthorship W2469753208A5083283473 @default.
- W2469753208 hasConcept C105795698 @default.
- W2469753208 hasConcept C12267149 @default.
- W2469753208 hasConcept C147490202 @default.
- W2469753208 hasConcept C153180895 @default.
- W2469753208 hasConcept C154945302 @default.
- W2469753208 hasConcept C159078339 @default.
- W2469753208 hasConcept C185592680 @default.
- W2469753208 hasConcept C186060115 @default.
- W2469753208 hasConcept C186685713 @default.
- W2469753208 hasConcept C22354355 @default.
- W2469753208 hasConcept C31903555 @default.
- W2469753208 hasConcept C33923547 @default.
- W2469753208 hasConcept C41008148 @default.
- W2469753208 hasConcept C46328234 @default.
- W2469753208 hasConcept C523546767 @default.
- W2469753208 hasConcept C54355233 @default.
- W2469753208 hasConcept C69738355 @default.
- W2469753208 hasConcept C86803240 @default.
- W2469753208 hasConcept C89532306 @default.
- W2469753208 hasConceptScore W2469753208C105795698 @default.
- W2469753208 hasConceptScore W2469753208C12267149 @default.
- W2469753208 hasConceptScore W2469753208C147490202 @default.
- W2469753208 hasConceptScore W2469753208C153180895 @default.
- W2469753208 hasConceptScore W2469753208C154945302 @default.
- W2469753208 hasConceptScore W2469753208C159078339 @default.
- W2469753208 hasConceptScore W2469753208C185592680 @default.
- W2469753208 hasConceptScore W2469753208C186060115 @default.
- W2469753208 hasConceptScore W2469753208C186685713 @default.
- W2469753208 hasConceptScore W2469753208C22354355 @default.
- W2469753208 hasConceptScore W2469753208C31903555 @default.
- W2469753208 hasConceptScore W2469753208C33923547 @default.
- W2469753208 hasConceptScore W2469753208C41008148 @default.
- W2469753208 hasConceptScore W2469753208C46328234 @default.