FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199622014> ?p ?o ?g. }

• W3199622014 endingPage "130768" @default.
• W3199622014 startingPage "130768" @default.
• W3199622014 abstract "A novel quantification technique is presented for electronic nose (E-nose), which is based on a double-step strategy combined with hierarchical classifier (HC) and partial least squares regression (PLSR). With the tree structure of HC, the complexity of classifier training process can be reduced in the case of unbalanced samples. For each level of the class hierarchy, the extreme learning machine-based artificial neural network (ELM-ANN) is applied for classification. In order to improve the classification performance of ELM-ANN, the multiple time-domain features are selected as training inputs, and a novel optimization method of the number of hidden layer neurons is given. To validate the effectiveness of the presented quantification technique, an E-nose system is designed to quantify the gases including six toxic gases (hydrogen sulfide, carbon monoxide, ammonia, toluene, formaldehyde, acetone) and three kinds of binary gas mixtures. This presented hierarchical classifier has demonstrated outstanding performance for the identification of target gases, such as the macro-averaged precision for unlabeled data is improved from 80% to 92% compared with non-hierarchical classifiers. Furthermore, an excellent performance of concentration estimation is obtained utilizing PLSR, where average values of the coefficient of determination for training and test samples are equal to 0.957 and 0.927, respectively. Overall, our work demonstrates that the proposed approach is applicable in E-nose-based odor quantification." @default.
• W3199622014 created "2021-09-27" @default.
• W3199622014 creator A5010751143 @default.
• W3199622014 creator A5022510726 @default.
• W3199622014 creator A5035185672 @default.
• W3199622014 creator A5044553021 @default.
• W3199622014 creator A5053254989 @default.
• W3199622014 creator A5053295181 @default.
• W3199622014 creator A5065707319 @default.
• W3199622014 creator A5082102582 @default.
• W3199622014 creator A5085142676 @default.
• W3199622014 creator A5090418950 @default.
• W3199622014 date "2022-01-01" @default.
• W3199622014 modified "2023-10-01" @default.
• W3199622014 title "A low-cost and efficient electronic nose system for quantification of multiple indoor air contaminants utilizing HC and PLSR" @default.
• W3199622014 cites W1976123439 @default.
• W3199622014 cites W1997140943 @default.
• W3199622014 cites W1997874019 @default.
• W3199622014 cites W1997975403 @default.
• W3199622014 cites W2002816646 @default.
• W3199622014 cites W2006709486 @default.
• W3199622014 cites W2034962364 @default.
• W3199622014 cites W2036737027 @default.
• W3199622014 cites W2059906774 @default.
• W3199622014 cites W2095635231 @default.
• W3199622014 cites W2111072639 @default.
• W3199622014 cites W2122841949 @default.
• W3199622014 cites W2127207273 @default.
• W3199622014 cites W2322909926 @default.
• W3199622014 cites W2325898376 @default.
• W3199622014 cites W2472452396 @default.
• W3199622014 cites W2551794004 @default.
• W3199622014 cites W2775547370 @default.
• W3199622014 cites W2778295989 @default.
• W3199622014 cites W2811121683 @default.
• W3199622014 cites W2901828155 @default.
• W3199622014 cites W2920560441 @default.
• W3199622014 cites W2946775560 @default.
• W3199622014 cites W2960313108 @default.
• W3199622014 cites W3094341071 @default.
• W3199622014 doi "https://doi.org/10.1016/j.snb.2021.130768" @default.
• W3199622014 hasPublicationYear "2022" @default.
• W3199622014 type Work @default.
• W3199622014 sameAs 3199622014 @default.
• W3199622014 citedByCount "15" @default.
• W3199622014 countsByYear W31996220142022 @default.
• W3199622014 countsByYear W31996220142023 @default.
• W3199622014 crossrefType "journal-article" @default.
• W3199622014 hasAuthorship W3199622014A5010751143 @default.
• W3199622014 hasAuthorship W3199622014A5022510726 @default.
• W3199622014 hasAuthorship W3199622014A5035185672 @default.
• W3199622014 hasAuthorship W3199622014A5044553021 @default.
• W3199622014 hasAuthorship W3199622014A5053254989 @default.
• W3199622014 hasAuthorship W3199622014A5053295181 @default.
• W3199622014 hasAuthorship W3199622014A5065707319 @default.
• W3199622014 hasAuthorship W3199622014A5082102582 @default.
• W3199622014 hasAuthorship W3199622014A5085142676 @default.
• W3199622014 hasAuthorship W3199622014A5090418950 @default.
• W3199622014 hasConcept C119857082 @default.
• W3199622014 hasConcept C153180895 @default.
• W3199622014 hasConcept C154945302 @default.
• W3199622014 hasConcept C178790620 @default.
• W3199622014 hasConcept C185592680 @default.
• W3199622014 hasConcept C186060115 @default.
• W3199622014 hasConcept C22354355 @default.
• W3199622014 hasConcept C23895516 @default.
• W3199622014 hasConcept C2778916471 @default.
• W3199622014 hasConcept C2780150128 @default.
• W3199622014 hasConcept C41008148 @default.
• W3199622014 hasConcept C50644808 @default.
• W3199622014 hasConcept C86803240 @default.
• W3199622014 hasConcept C95623464 @default.
• W3199622014 hasConceptScore W3199622014C119857082 @default.
• W3199622014 hasConceptScore W3199622014C153180895 @default.
• W3199622014 hasConceptScore W3199622014C154945302 @default.
• W3199622014 hasConceptScore W3199622014C178790620 @default.
• W3199622014 hasConceptScore W3199622014C185592680 @default.
• W3199622014 hasConceptScore W3199622014C186060115 @default.
• W3199622014 hasConceptScore W3199622014C22354355 @default.
• W3199622014 hasConceptScore W3199622014C23895516 @default.
• W3199622014 hasConceptScore W3199622014C2778916471 @default.
• W3199622014 hasConceptScore W3199622014C2780150128 @default.
• W3199622014 hasConceptScore W3199622014C41008148 @default.
• W3199622014 hasConceptScore W3199622014C50644808 @default.
• W3199622014 hasConceptScore W3199622014C86803240 @default.
• W3199622014 hasConceptScore W3199622014C95623464 @default.
• W3199622014 hasLocation W31996220141 @default.
• W3199622014 hasOpenAccess W3199622014 @default.
• W3199622014 hasPrimaryLocation W31996220141 @default.
• W3199622014 hasRelatedWork W2019825606 @default.
• W3199622014 hasRelatedWork W2386183059 @default.
• W3199622014 hasRelatedWork W2520638519 @default.
• W3199622014 hasRelatedWork W2563096758 @default.
• W3199622014 hasRelatedWork W2593994206 @default.
• W3199622014 hasRelatedWork W2768897254 @default.
• W3199622014 hasRelatedWork W3181947505 @default.
• W3199622014 hasRelatedWork W4321345510 @default.
• W3199622014 hasRelatedWork W4386053843 @default.

• next