Matches in SemOpenAlex for { <https://semopenalex.org/work/W1979103313> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W1979103313 abstract "Raw cow milk may be adulterated water and pseudo proteins such as melamine either intentionally or accidentally for getting more profit. This study prepared a series of adulteration milk samples by adding different amounts of aqueous solutions of dextrin (or starch) containing pseudo proteins (melamine, urea, or ammonium nitrate) to raw cow milks, which were collected from pastures surrounding Shanghai in 2011. Improved v-support vector machines (v-SVM) method was applied to build classification models for discriminating adulteration milks based on near infrared (NIR) spectra of different sample sets. Uniform design table was used to find good value of parameters of v and σ. Results show that the adulteration milks in which content of the adulteration solutions equals or exceeds 5% can be well identified by improved v-SVM combining NIR spectroscopy with high validation correct ratio (VCR), which positively correlates to the content of the adulteration solutions. Water amount added to raw milks is the key fact influencing classification results of the NIR classification models. However, it is difficult to judge type of pseudo proteins added to milks by NIR spectroscopy. Chromatography or kit method aiming to particular prohibited substances such as melamine could be selected to further detect which kind of pseudo proteins is added to milk if necessary." @default.
- W1979103313 created "2016-06-24" @default.
- W1979103313 creator A5001062703 @default.
- W1979103313 creator A5006651636 @default.
- W1979103313 creator A5021510889 @default.
- W1979103313 creator A5023057013 @default.
- W1979103313 creator A5031303591 @default.
- W1979103313 creator A5040128954 @default.
- W1979103313 creator A5064311448 @default.
- W1979103313 date "2012-05-01" @default.
- W1979103313 modified "2023-09-24" @default.
- W1979103313 title "Discrimination of adulteration cow milk by improved υ-support vector machines (υ-SVM) and near infrared spectroscopy" @default.
- W1979103313 cites W1936866406 @default.
- W1979103313 cites W1988226024 @default.
- W1979103313 cites W1994807229 @default.
- W1979103313 cites W2004725649 @default.
- W1979103313 cites W2006320365 @default.
- W1979103313 cites W2023781246 @default.
- W1979103313 cites W2055320359 @default.
- W1979103313 cites W2055841187 @default.
- W1979103313 cites W2072288079 @default.
- W1979103313 cites W2091828034 @default.
- W1979103313 cites W2093842470 @default.
- W1979103313 cites W2119821739 @default.
- W1979103313 cites W2131248453 @default.
- W1979103313 cites W2161920802 @default.
- W1979103313 cites W22279641 @default.
- W1979103313 cites W2362459242 @default.
- W1979103313 cites W2372987805 @default.
- W1979103313 cites W2376074988 @default.
- W1979103313 doi "https://doi.org/10.1109/icnc.2012.6234508" @default.
- W1979103313 hasPublicationYear "2012" @default.
- W1979103313 type Work @default.
- W1979103313 sameAs 1979103313 @default.
- W1979103313 citedByCount "1" @default.
- W1979103313 countsByYear W19791033132015 @default.
- W1979103313 crossrefType "proceedings-article" @default.
- W1979103313 hasAuthorship W1979103313A5001062703 @default.
- W1979103313 hasAuthorship W1979103313A5006651636 @default.
- W1979103313 hasAuthorship W1979103313A5021510889 @default.
- W1979103313 hasAuthorship W1979103313A5023057013 @default.
- W1979103313 hasAuthorship W1979103313A5031303591 @default.
- W1979103313 hasAuthorship W1979103313A5040128954 @default.
- W1979103313 hasAuthorship W1979103313A5064311448 @default.
- W1979103313 hasConcept C12267149 @default.
- W1979103313 hasConcept C154945302 @default.
- W1979103313 hasConcept C169760540 @default.
- W1979103313 hasConcept C178790620 @default.
- W1979103313 hasConcept C185592680 @default.
- W1979103313 hasConcept C2775979504 @default.
- W1979103313 hasConcept C2775992197 @default.
- W1979103313 hasConcept C2778254848 @default.
- W1979103313 hasConcept C31903555 @default.
- W1979103313 hasConcept C33923547 @default.
- W1979103313 hasConcept C41008148 @default.
- W1979103313 hasConcept C43571822 @default.
- W1979103313 hasConcept C43617362 @default.
- W1979103313 hasConcept C529335014 @default.
- W1979103313 hasConcept C86803240 @default.
- W1979103313 hasConceptScore W1979103313C12267149 @default.
- W1979103313 hasConceptScore W1979103313C154945302 @default.
- W1979103313 hasConceptScore W1979103313C169760540 @default.
- W1979103313 hasConceptScore W1979103313C178790620 @default.
- W1979103313 hasConceptScore W1979103313C185592680 @default.
- W1979103313 hasConceptScore W1979103313C2775979504 @default.
- W1979103313 hasConceptScore W1979103313C2775992197 @default.
- W1979103313 hasConceptScore W1979103313C2778254848 @default.
- W1979103313 hasConceptScore W1979103313C31903555 @default.
- W1979103313 hasConceptScore W1979103313C33923547 @default.
- W1979103313 hasConceptScore W1979103313C41008148 @default.
- W1979103313 hasConceptScore W1979103313C43571822 @default.
- W1979103313 hasConceptScore W1979103313C43617362 @default.
- W1979103313 hasConceptScore W1979103313C529335014 @default.
- W1979103313 hasConceptScore W1979103313C86803240 @default.
- W1979103313 hasLocation W19791033131 @default.
- W1979103313 hasOpenAccess W1979103313 @default.
- W1979103313 hasPrimaryLocation W19791033131 @default.
- W1979103313 hasRelatedWork W1979103313 @default.
- W1979103313 hasRelatedWork W1998778575 @default.
- W1979103313 hasRelatedWork W2004901726 @default.
- W1979103313 hasRelatedWork W2015891990 @default.
- W1979103313 hasRelatedWork W2093982408 @default.
- W1979103313 hasRelatedWork W2113811868 @default.
- W1979103313 hasRelatedWork W2371698068 @default.
- W1979103313 hasRelatedWork W2372766123 @default.
- W1979103313 hasRelatedWork W2388847589 @default.
- W1979103313 hasRelatedWork W2977369831 @default.
- W1979103313 isParatext "false" @default.
- W1979103313 isRetracted "false" @default.
- W1979103313 magId "1979103313" @default.
- W1979103313 workType "article" @default.