Matches in SemOpenAlex for { <https://semopenalex.org/work/W2041105792> ?p ?o ?g. }
- W2041105792 endingPage "1679" @default.
- W2041105792 startingPage "1670" @default.
- W2041105792 abstract "Nonselective gas sensor array has different sensitivities to different chemicals in which each gas sensor will also produce different voltage signals when exposed to an analyte with different concentrations. Therefore, the characteristics of cross sensitivities and broad spectrum of nonselective chemical sensors promote the fast development of portable and low-cost electronic nose (E-nose). Simultaneous concentration estimation of multiple kinds of chemicals is always a challengeable task in E-nose. Multilayer perceptron (MLP) neural network, as one of the most popular pattern recognition algorithms in E-nose, has been studied further in this paper. Two structures of single multiple inputs multiple outputs (SMIMO) and multiple multiple inputs single output (MMISO)-based MLP with parameters optimization in neural network learning processing using eight computational intelligence optimization algorithms are presented in this paper for detection of six kinds of indoor air contaminants. Experiments prove that the performance in accuracy and convergence of MMISO structure-based MLP are much better than SMIMO structure in concentration estimation for more general use of E-nose." @default.
- W2041105792 created "2016-06-24" @default.
- W2041105792 creator A5058720072 @default.
- W2041105792 creator A5080909831 @default.
- W2041105792 date "2014-07-01" @default.
- W2041105792 modified "2023-10-03" @default.
- W2041105792 title "Performance Study of Multilayer Perceptrons in a Low-Cost Electronic Nose" @default.
- W2041105792 cites W1965729970 @default.
- W2041105792 cites W1973798705 @default.
- W2041105792 cites W1976290478 @default.
- W2041105792 cites W1985070926 @default.
- W2041105792 cites W1988955892 @default.
- W2041105792 cites W1991065477 @default.
- W2041105792 cites W1992747532 @default.
- W2041105792 cites W1996898660 @default.
- W2041105792 cites W2011334470 @default.
- W2041105792 cites W2017060551 @default.
- W2041105792 cites W2031383529 @default.
- W2041105792 cites W2043891653 @default.
- W2041105792 cites W2054246399 @default.
- W2041105792 cites W2067683599 @default.
- W2041105792 cites W2068733561 @default.
- W2041105792 cites W2073503722 @default.
- W2041105792 cites W2075351671 @default.
- W2041105792 cites W2093559850 @default.
- W2041105792 cites W2096043274 @default.
- W2041105792 cites W2097215200 @default.
- W2041105792 cites W2100024921 @default.
- W2041105792 cites W2126950562 @default.
- W2041105792 cites W2140679314 @default.
- W2041105792 cites W2142256019 @default.
- W2041105792 cites W2150835039 @default.
- W2041105792 cites W2152195021 @default.
- W2041105792 cites W2154382206 @default.
- W2041105792 cites W2154561144 @default.
- W2041105792 doi "https://doi.org/10.1109/tim.2014.2298691" @default.
- W2041105792 hasPublicationYear "2014" @default.
- W2041105792 type Work @default.
- W2041105792 sameAs 2041105792 @default.
- W2041105792 citedByCount "106" @default.
- W2041105792 countsByYear W20411057922014 @default.
- W2041105792 countsByYear W20411057922015 @default.
- W2041105792 countsByYear W20411057922016 @default.
- W2041105792 countsByYear W20411057922017 @default.
- W2041105792 countsByYear W20411057922018 @default.
- W2041105792 countsByYear W20411057922019 @default.
- W2041105792 countsByYear W20411057922020 @default.
- W2041105792 countsByYear W20411057922021 @default.
- W2041105792 countsByYear W20411057922022 @default.
- W2041105792 countsByYear W20411057922023 @default.
- W2041105792 crossrefType "journal-article" @default.
- W2041105792 hasAuthorship W2041105792A5058720072 @default.
- W2041105792 hasAuthorship W2041105792A5080909831 @default.
- W2041105792 hasConcept C10390740 @default.
- W2041105792 hasConcept C119857082 @default.
- W2041105792 hasConcept C127413603 @default.
- W2041105792 hasConcept C147789679 @default.
- W2041105792 hasConcept C153180895 @default.
- W2041105792 hasConcept C154945302 @default.
- W2041105792 hasConcept C162324750 @default.
- W2041105792 hasConcept C179717631 @default.
- W2041105792 hasConcept C185592680 @default.
- W2041105792 hasConcept C23895516 @default.
- W2041105792 hasConcept C24326235 @default.
- W2041105792 hasConcept C2777303404 @default.
- W2041105792 hasConcept C41008148 @default.
- W2041105792 hasConcept C50522688 @default.
- W2041105792 hasConcept C50644808 @default.
- W2041105792 hasConcept C60908668 @default.
- W2041105792 hasConcept C66251956 @default.
- W2041105792 hasConceptScore W2041105792C10390740 @default.
- W2041105792 hasConceptScore W2041105792C119857082 @default.
- W2041105792 hasConceptScore W2041105792C127413603 @default.
- W2041105792 hasConceptScore W2041105792C147789679 @default.
- W2041105792 hasConceptScore W2041105792C153180895 @default.
- W2041105792 hasConceptScore W2041105792C154945302 @default.
- W2041105792 hasConceptScore W2041105792C162324750 @default.
- W2041105792 hasConceptScore W2041105792C179717631 @default.
- W2041105792 hasConceptScore W2041105792C185592680 @default.
- W2041105792 hasConceptScore W2041105792C23895516 @default.
- W2041105792 hasConceptScore W2041105792C24326235 @default.
- W2041105792 hasConceptScore W2041105792C2777303404 @default.
- W2041105792 hasConceptScore W2041105792C41008148 @default.
- W2041105792 hasConceptScore W2041105792C50522688 @default.
- W2041105792 hasConceptScore W2041105792C50644808 @default.
- W2041105792 hasConceptScore W2041105792C60908668 @default.
- W2041105792 hasConceptScore W2041105792C66251956 @default.
- W2041105792 hasIssue "7" @default.
- W2041105792 hasLocation W20411057921 @default.
- W2041105792 hasOpenAccess W2041105792 @default.
- W2041105792 hasPrimaryLocation W20411057921 @default.
- W2041105792 hasRelatedWork W1902766772 @default.
- W2041105792 hasRelatedWork W2314778309 @default.
- W2041105792 hasRelatedWork W2338394561 @default.
- W2041105792 hasRelatedWork W2478323006 @default.
- W2041105792 hasRelatedWork W2593130414 @default.
- W2041105792 hasRelatedWork W2897651815 @default.
- W2041105792 hasRelatedWork W3106494386 @default.