Matches in SemOpenAlex for { <https://semopenalex.org/work/W2941840259> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W2941840259 endingPage "325" @default.
- W2941840259 startingPage "318" @default.
- W2941840259 abstract "Abstract The aim of this study was to experimentally monitor the geographical origin of white asparagus based on near-infrared spectroscopy (NIR). 275 asparagus samples from six countries of origin and three years of harvest were analyzed. Support vector machine (SVM) classifiers were trained to predict the geographical origin and validated using nested cross-validation. When coupled with feature selection, a linear SVM was able to predict the country of origin with an accuracy of 89%. Confidence estimation based on posterior class probabilities can be used to exclude unreliable classifications leading to an accuracy up to 97%. These results demonstrate the potential of NIR spectroscopy combined with machine learning methods as a screening technique for provenance distinction of asparagus." @default.
- W2941840259 created "2019-05-03" @default.
- W2941840259 creator A5006304159 @default.
- W2941840259 creator A5007258504 @default.
- W2941840259 creator A5053621010 @default.
- W2941840259 creator A5056284414 @default.
- W2941840259 creator A5068314596 @default.
- W2941840259 date "2019-10-01" @default.
- W2941840259 modified "2023-10-12" @default.
- W2941840259 title "Food monitoring: Screening of the geographical origin of white asparagus using FT-NIR and machine learning" @default.
- W2941840259 cites W1965023114 @default.
- W2941840259 cites W1988975411 @default.
- W2941840259 cites W1993734994 @default.
- W2941840259 cites W2002120791 @default.
- W2941840259 cites W2015259293 @default.
- W2941840259 cites W2019223913 @default.
- W2941840259 cites W2073412059 @default.
- W2941840259 cites W2095803478 @default.
- W2941840259 cites W2110116053 @default.
- W2941840259 cites W2141007997 @default.
- W2941840259 cites W2152593845 @default.
- W2941840259 cites W2154290668 @default.
- W2941840259 cites W2156665896 @default.
- W2941840259 cites W2549074815 @default.
- W2941840259 cites W2790006631 @default.
- W2941840259 cites W2790493093 @default.
- W2941840259 doi "https://doi.org/10.1016/j.foodcont.2019.04.032" @default.
- W2941840259 hasPublicationYear "2019" @default.
- W2941840259 type Work @default.
- W2941840259 sameAs 2941840259 @default.
- W2941840259 citedByCount "54" @default.
- W2941840259 countsByYear W29418402592019 @default.
- W2941840259 countsByYear W29418402592020 @default.
- W2941840259 countsByYear W29418402592021 @default.
- W2941840259 countsByYear W29418402592022 @default.
- W2941840259 countsByYear W29418402592023 @default.
- W2941840259 crossrefType "journal-article" @default.
- W2941840259 hasAuthorship W2941840259A5006304159 @default.
- W2941840259 hasAuthorship W2941840259A5007258504 @default.
- W2941840259 hasAuthorship W2941840259A5053621010 @default.
- W2941840259 hasAuthorship W2941840259A5056284414 @default.
- W2941840259 hasAuthorship W2941840259A5068314596 @default.
- W2941840259 hasConcept C104317684 @default.
- W2941840259 hasConcept C144027150 @default.
- W2941840259 hasConcept C2776879769 @default.
- W2941840259 hasConcept C31903555 @default.
- W2941840259 hasConcept C55493867 @default.
- W2941840259 hasConcept C56273599 @default.
- W2941840259 hasConcept C86803240 @default.
- W2941840259 hasConceptScore W2941840259C104317684 @default.
- W2941840259 hasConceptScore W2941840259C144027150 @default.
- W2941840259 hasConceptScore W2941840259C2776879769 @default.
- W2941840259 hasConceptScore W2941840259C31903555 @default.
- W2941840259 hasConceptScore W2941840259C55493867 @default.
- W2941840259 hasConceptScore W2941840259C56273599 @default.
- W2941840259 hasConceptScore W2941840259C86803240 @default.
- W2941840259 hasLocation W29418402591 @default.
- W2941840259 hasOpenAccess W2941840259 @default.
- W2941840259 hasPrimaryLocation W29418402591 @default.
- W2941840259 hasRelatedWork W1987700039 @default.
- W2941840259 hasRelatedWork W2079417404 @default.
- W2941840259 hasRelatedWork W2349132985 @default.
- W2941840259 hasRelatedWork W2363765116 @default.
- W2941840259 hasRelatedWork W2373758405 @default.
- W2941840259 hasRelatedWork W2374872059 @default.
- W2941840259 hasRelatedWork W3012413675 @default.
- W2941840259 hasRelatedWork W3036385056 @default.
- W2941840259 hasRelatedWork W3197409045 @default.
- W2941840259 hasRelatedWork W852070612 @default.
- W2941840259 hasVolume "104" @default.
- W2941840259 isParatext "false" @default.
- W2941840259 isRetracted "false" @default.
- W2941840259 magId "2941840259" @default.
- W2941840259 workType "article" @default.