FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2023773297> ?p ?o ?g. }

• W2023773297 endingPage "596" @default.
• W2023773297 startingPage "586" @default.
• W2023773297 abstract "Black-box models play an important role in advancing the blast furnace modeling technologies for control purposes. To further enhance their practical applications, this paper is concerned with the transparency and comprehensibility of blast furnace black-box models. A fuzzy-based support vector machine (SVM) classification algorithm is proposed to perform the tasks of determining the controllable bound from the real data, of reducing feature from extensive candidate inputs, and of training the SVM model parameters. Based on these results, a fuzzy-based blast furnace SVM three-class classifier is constructed to serve for the classification problem according to the output lower than its controlled bound, within the controlled bound and higher than the controlled bound. Further, rule extraction is made to achieve the understandability of the constructed SVM classifier. Through two typical real blast furnace cases, the extracted rules can work well in classifying the hot metal silicon content into low, proper, and high range with high transparency, as well as encouraging agreements between the predicted values and the real ones. Moreover, there needs to be very little information on the blast furnace variables when implementing every rule in practice. The extracted rules provide a more explicit and direct indication for the blast furnace operators and, thus, may serve better for decision-making with blast furnace control." @default.
• W2023773297 created "2016-06-24" @default.
• W2023773297 creator A5050445079 @default.
• W2023773297 creator A5057269322 @default.
• W2023773297 creator A5067163066 @default.
• W2023773297 date "2014-06-01" @default.
• W2023773297 modified "2023-10-01" @default.
• W2023773297 title "Rule Extraction From Fuzzy-Based Blast Furnace SVM Multiclassifier for Decision-Making" @default.
• W2023773297 cites W1566384095 @default.
• W2023773297 cites W1965314097 @default.
• W2023773297 cites W1977273449 @default.
• W2023773297 cites W1977699987 @default.
• W2023773297 cites W1980899288 @default.
• W2023773297 cites W1985209041 @default.
• W2023773297 cites W1987597436 @default.
• W2023773297 cites W1989860499 @default.
• W2023773297 cites W2018871719 @default.
• W2023773297 cites W2019207321 @default.
• W2023773297 cites W2034162708 @default.
• W2023773297 cites W2036237841 @default.
• W2023773297 cites W2046778278 @default.
• W2023773297 cites W2058063871 @default.
• W2023773297 cites W2058804598 @default.
• W2023773297 cites W2061054558 @default.
• W2023773297 cites W2073098627 @default.
• W2023773297 cites W2081549451 @default.
• W2023773297 cites W2088580679 @default.
• W2023773297 cites W2090913570 @default.
• W2023773297 cites W2093806571 @default.
• W2023773297 cites W2096238229 @default.
• W2023773297 cites W2098418060 @default.
• W2023773297 cites W2119030625 @default.
• W2023773297 cites W2129726562 @default.
• W2023773297 cites W2130022909 @default.
• W2023773297 cites W2131064753 @default.
• W2023773297 cites W2137611688 @default.
• W2023773297 cites W2142835304 @default.
• W2023773297 cites W2143439492 @default.
• W2023773297 cites W2149483754 @default.
• W2023773297 cites W2156145910 @default.
• W2023773297 cites W2171075889 @default.
• W2023773297 cites W2172000360 @default.
• W2023773297 cites W2313121853 @default.
• W2023773297 cites W4237409130 @default.
• W2023773297 doi "https://doi.org/10.1109/tfuzz.2013.2269145" @default.
• W2023773297 hasPublicationYear "2014" @default.
• W2023773297 type Work @default.
• W2023773297 sameAs 2023773297 @default.
• W2023773297 citedByCount "59" @default.
• W2023773297 countsByYear W20237732972014 @default.
• W2023773297 countsByYear W20237732972015 @default.
• W2023773297 countsByYear W20237732972016 @default.
• W2023773297 countsByYear W20237732972017 @default.
• W2023773297 countsByYear W20237732972018 @default.
• W2023773297 countsByYear W20237732972019 @default.
• W2023773297 countsByYear W20237732972020 @default.
• W2023773297 countsByYear W20237732972021 @default.
• W2023773297 countsByYear W20237732972022 @default.
• W2023773297 countsByYear W20237732972023 @default.
• W2023773297 crossrefType "journal-article" @default.
• W2023773297 hasAuthorship W2023773297A5050445079 @default.
• W2023773297 hasAuthorship W2023773297A5057269322 @default.
• W2023773297 hasAuthorship W2023773297A5067163066 @default.
• W2023773297 hasConcept C119857082 @default.
• W2023773297 hasConcept C12267149 @default.
• W2023773297 hasConcept C124101348 @default.
• W2023773297 hasConcept C153180895 @default.
• W2023773297 hasConcept C154945302 @default.
• W2023773297 hasConcept C178790620 @default.
• W2023773297 hasConcept C185592680 @default.
• W2023773297 hasConcept C2780269488 @default.
• W2023773297 hasConcept C41008148 @default.
• W2023773297 hasConcept C52622490 @default.
• W2023773297 hasConcept C58166 @default.
• W2023773297 hasConcept C95623464 @default.
• W2023773297 hasConceptScore W2023773297C119857082 @default.
• W2023773297 hasConceptScore W2023773297C12267149 @default.
• W2023773297 hasConceptScore W2023773297C124101348 @default.
• W2023773297 hasConceptScore W2023773297C153180895 @default.
• W2023773297 hasConceptScore W2023773297C154945302 @default.
• W2023773297 hasConceptScore W2023773297C178790620 @default.
• W2023773297 hasConceptScore W2023773297C185592680 @default.
• W2023773297 hasConceptScore W2023773297C2780269488 @default.
• W2023773297 hasConceptScore W2023773297C41008148 @default.
• W2023773297 hasConceptScore W2023773297C52622490 @default.
• W2023773297 hasConceptScore W2023773297C58166 @default.
• W2023773297 hasConceptScore W2023773297C95623464 @default.
• W2023773297 hasFunder F4320321001 @default.
• W2023773297 hasFunder F4320335787 @default.
• W2023773297 hasIssue "3" @default.
• W2023773297 hasLocation W20237732971 @default.
• W2023773297 hasOpenAccess W2023773297 @default.
• W2023773297 hasPrimaryLocation W20237732971 @default.
• W2023773297 hasRelatedWork W2041399278 @default.
• W2023773297 hasRelatedWork W2056016498 @default.
• W2023773297 hasRelatedWork W2136184105 @default.
• W2023773297 hasRelatedWork W2146076056 @default.
• W2023773297 hasRelatedWork W2160451891 @default.

• next