Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204238318> ?p ?o ?g. }
- W3204238318 endingPage "100083" @default.
- W3204238318 startingPage "100083" @default.
- W3204238318 abstract "Microbes such as Escherichia coli (E. coli) can easily contaminate raw chicken meat in clean conditions, causing decay and unpleasant scents. This study aims to characterize gas patterns by comparing fresh chicken meat and E. coli bacteria contaminated chicken meat based on shelf life using a Gas Sensor Array (GSA) system (MQ2, MQ3, MQ7, MQ8, MQ135, and MQ136) on electronic nose. The findings revealed GSA capability to detect a variety of typical gas patterns formed by the samples. This gas detection property is indicated by the appearance of the variance in the sensors output voltage pattern for each sample variation. The data for fresh and contaminated samples were classified by the random forest (RF) classifier with 99.25% and 98.42% precision, respectively. Furthermore, the support vector machine (SVM) classifier correctly identified the fresh and contaminated samples with 98.61% and 86.66% accuracy, respectively. This finding offers insight for GSA capability in classifying chicken meat contaminated with E. coli using an RF and SVM." @default.
- W3204238318 created "2021-10-11" @default.
- W3204238318 creator A5021626099 @default.
- W3204238318 creator A5022848356 @default.
- W3204238318 creator A5041623532 @default.
- W3204238318 creator A5042977442 @default.
- W3204238318 creator A5049355678 @default.
- W3204238318 creator A5061271064 @default.
- W3204238318 creator A5071662808 @default.
- W3204238318 creator A5073271387 @default.
- W3204238318 creator A5074143825 @default.
- W3204238318 creator A5074718313 @default.
- W3204238318 date "2021-12-01" @default.
- W3204238318 modified "2023-10-13" @default.
- W3204238318 title "Gas sensor array to classify the chicken meat with E. coli contaminant by using random forest and support vector machine" @default.
- W3204238318 cites W1969170319 @default.
- W3204238318 cites W1973852242 @default.
- W3204238318 cites W1979912029 @default.
- W3204238318 cites W2005532113 @default.
- W3204238318 cites W2025203830 @default.
- W3204238318 cites W2037188666 @default.
- W3204238318 cites W2040857392 @default.
- W3204238318 cites W2050125642 @default.
- W3204238318 cites W2052856745 @default.
- W3204238318 cites W2054341846 @default.
- W3204238318 cites W2055421732 @default.
- W3204238318 cites W2056915569 @default.
- W3204238318 cites W2075074809 @default.
- W3204238318 cites W2079296123 @default.
- W3204238318 cites W2085432052 @default.
- W3204238318 cites W2089495747 @default.
- W3204238318 cites W2098716096 @default.
- W3204238318 cites W2099206930 @default.
- W3204238318 cites W2168341506 @default.
- W3204238318 cites W2185079923 @default.
- W3204238318 cites W2222964834 @default.
- W3204238318 cites W2248081911 @default.
- W3204238318 cites W2345115792 @default.
- W3204238318 cites W2409325174 @default.
- W3204238318 cites W2547288684 @default.
- W3204238318 cites W2557439053 @default.
- W3204238318 cites W2570732700 @default.
- W3204238318 cites W2610765550 @default.
- W3204238318 cites W2779508901 @default.
- W3204238318 cites W2789666976 @default.
- W3204238318 cites W2900306340 @default.
- W3204238318 cites W2954640155 @default.
- W3204238318 cites W2971257582 @default.
- W3204238318 cites W2994803432 @default.
- W3204238318 doi "https://doi.org/10.1016/j.biosx.2021.100083" @default.
- W3204238318 hasPublicationYear "2021" @default.
- W3204238318 type Work @default.
- W3204238318 sameAs 3204238318 @default.
- W3204238318 citedByCount "9" @default.
- W3204238318 countsByYear W32042383182022 @default.
- W3204238318 countsByYear W32042383182023 @default.
- W3204238318 crossrefType "journal-article" @default.
- W3204238318 hasAuthorship W3204238318A5021626099 @default.
- W3204238318 hasAuthorship W3204238318A5022848356 @default.
- W3204238318 hasAuthorship W3204238318A5041623532 @default.
- W3204238318 hasAuthorship W3204238318A5042977442 @default.
- W3204238318 hasAuthorship W3204238318A5049355678 @default.
- W3204238318 hasAuthorship W3204238318A5061271064 @default.
- W3204238318 hasAuthorship W3204238318A5071662808 @default.
- W3204238318 hasAuthorship W3204238318A5073271387 @default.
- W3204238318 hasAuthorship W3204238318A5074143825 @default.
- W3204238318 hasAuthorship W3204238318A5074718313 @default.
- W3204238318 hasBestOaLocation W32042383181 @default.
- W3204238318 hasConcept C104317684 @default.
- W3204238318 hasConcept C112570922 @default.
- W3204238318 hasConcept C12267149 @default.
- W3204238318 hasConcept C154945302 @default.
- W3204238318 hasConcept C169258074 @default.
- W3204238318 hasConcept C18903297 @default.
- W3204238318 hasConcept C23895516 @default.
- W3204238318 hasConcept C2777952868 @default.
- W3204238318 hasConcept C31903555 @default.
- W3204238318 hasConcept C33923547 @default.
- W3204238318 hasConcept C41008148 @default.
- W3204238318 hasConcept C547475151 @default.
- W3204238318 hasConcept C55493867 @default.
- W3204238318 hasConcept C86803240 @default.
- W3204238318 hasConcept C95623464 @default.
- W3204238318 hasConceptScore W3204238318C104317684 @default.
- W3204238318 hasConceptScore W3204238318C112570922 @default.
- W3204238318 hasConceptScore W3204238318C12267149 @default.
- W3204238318 hasConceptScore W3204238318C154945302 @default.
- W3204238318 hasConceptScore W3204238318C169258074 @default.
- W3204238318 hasConceptScore W3204238318C18903297 @default.
- W3204238318 hasConceptScore W3204238318C23895516 @default.
- W3204238318 hasConceptScore W3204238318C2777952868 @default.
- W3204238318 hasConceptScore W3204238318C31903555 @default.
- W3204238318 hasConceptScore W3204238318C33923547 @default.
- W3204238318 hasConceptScore W3204238318C41008148 @default.
- W3204238318 hasConceptScore W3204238318C547475151 @default.
- W3204238318 hasConceptScore W3204238318C55493867 @default.
- W3204238318 hasConceptScore W3204238318C86803240 @default.
- W3204238318 hasConceptScore W3204238318C95623464 @default.