FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2017366726> ?p ?o ?g. }

• W2017366726 endingPage "2690" @default.
• W2017366726 startingPage "2680" @default.
• W2017366726 abstract "This paper proposes a novel variable selection method for the improvement of the quality estimation performance and knowledge extraction in a batch process. The quality estimation method is an effective alternative to the costly and time-consuming quality measurement. However, degradation of the prediction performance of the quality estimation model caused by inclusion of insignificant variables is a serious problem. The preprocessing of variable selection is thus important to improve the prediction accuracy by removing the variables uncorrelated with quality variables. The variable selection technique also can be used as a knowledge-extraction tool. The technique allows us to identify the process characteristics related to product quality. The problem of inaccurate variable selection results caused by a large number of variables and a limited number of samples of batch process data is solved by the bootstrapping technique. Despite increased computational load, combination of bootstrapping with variable selection enhances the reliability of the variable selection result. An industrial poly(vinyl chloride) polymerization process is used as a case study to show the improved performance of the proposed method compared with multiway partial least squares (MPLS). The proposed method shows better accuracy than MPLS in both detecting the quality-related variables and estimating the real values of quality variables." @default.
• W2017366726 created "2016-06-24" @default.
• W2017366726 creator A5057989462 @default.
• W2017366726 creator A5078197906 @default.
• W2017366726 creator A5088569957 @default.
• W2017366726 date "2004-04-13" @default.
• W2017366726 modified "2023-10-18" @default.
• W2017366726 title "Improved Quality Estimation and Knowledge Extraction in a Batch Process by Bootstrapping-Based Generalized Variable Selection" @default.
• W2017366726 cites W1966793708 @default.
• W2017366726 cites W1977841512 @default.
• W2017366726 cites W1987172819 @default.
• W2017366726 cites W1993606384 @default.
• W2017366726 cites W1999915998 @default.
• W2017366726 cites W2000701289 @default.
• W2017366726 cites W2014915963 @default.
• W2017366726 cites W2040425017 @default.
• W2017366726 cites W2047841901 @default.
• W2017366726 cites W2055703272 @default.
• W2017366726 cites W2067499424 @default.
• W2017366726 cites W2069546111 @default.
• W2017366726 cites W2072026441 @default.
• W2017366726 cites W2074303411 @default.
• W2017366726 cites W2093799708 @default.
• W2017366726 cites W2120216197 @default.
• W2017366726 cites W2130759652 @default.
• W2017366726 cites W2148633389 @default.
• W2017366726 cites W3106889297 @default.
• W2017366726 doi "https://doi.org/10.1021/ie0341552" @default.
• W2017366726 hasPublicationYear "2004" @default.
• W2017366726 type Work @default.
• W2017366726 sameAs 2017366726 @default.
• W2017366726 citedByCount "26" @default.
• W2017366726 countsByYear W20173667262012 @default.
• W2017366726 countsByYear W20173667262013 @default.
• W2017366726 countsByYear W20173667262014 @default.
• W2017366726 countsByYear W20173667262016 @default.
• W2017366726 countsByYear W20173667262018 @default.
• W2017366726 countsByYear W20173667262020 @default.
• W2017366726 countsByYear W20173667262021 @default.
• W2017366726 countsByYear W20173667262022 @default.
• W2017366726 crossrefType "journal-article" @default.
• W2017366726 hasAuthorship W2017366726A5057989462 @default.
• W2017366726 hasAuthorship W2017366726A5078197906 @default.
• W2017366726 hasAuthorship W2017366726A5088569957 @default.
• W2017366726 hasConcept C111472728 @default.
• W2017366726 hasConcept C111919701 @default.
• W2017366726 hasConcept C119857082 @default.
• W2017366726 hasConcept C121332964 @default.
• W2017366726 hasConcept C124101348 @default.
• W2017366726 hasConcept C134306372 @default.
• W2017366726 hasConcept C138885662 @default.
• W2017366726 hasConcept C148483581 @default.
• W2017366726 hasConcept C149782125 @default.
• W2017366726 hasConcept C154945302 @default.
• W2017366726 hasConcept C163258240 @default.
• W2017366726 hasConcept C169272836 @default.
• W2017366726 hasConcept C182365436 @default.
• W2017366726 hasConcept C207609745 @default.
• W2017366726 hasConcept C2776214188 @default.
• W2017366726 hasConcept C2779530757 @default.
• W2017366726 hasConcept C33923547 @default.
• W2017366726 hasConcept C41008148 @default.
• W2017366726 hasConcept C43214815 @default.
• W2017366726 hasConcept C62520636 @default.
• W2017366726 hasConcept C81917197 @default.
• W2017366726 hasConcept C98045186 @default.
• W2017366726 hasConceptScore W2017366726C111472728 @default.
• W2017366726 hasConceptScore W2017366726C111919701 @default.
• W2017366726 hasConceptScore W2017366726C119857082 @default.
• W2017366726 hasConceptScore W2017366726C121332964 @default.
• W2017366726 hasConceptScore W2017366726C124101348 @default.
• W2017366726 hasConceptScore W2017366726C134306372 @default.
• W2017366726 hasConceptScore W2017366726C138885662 @default.
• W2017366726 hasConceptScore W2017366726C148483581 @default.
• W2017366726 hasConceptScore W2017366726C149782125 @default.
• W2017366726 hasConceptScore W2017366726C154945302 @default.
• W2017366726 hasConceptScore W2017366726C163258240 @default.
• W2017366726 hasConceptScore W2017366726C169272836 @default.
• W2017366726 hasConceptScore W2017366726C182365436 @default.
• W2017366726 hasConceptScore W2017366726C207609745 @default.
• W2017366726 hasConceptScore W2017366726C2776214188 @default.
• W2017366726 hasConceptScore W2017366726C2779530757 @default.
• W2017366726 hasConceptScore W2017366726C33923547 @default.
• W2017366726 hasConceptScore W2017366726C41008148 @default.
• W2017366726 hasConceptScore W2017366726C43214815 @default.
• W2017366726 hasConceptScore W2017366726C62520636 @default.
• W2017366726 hasConceptScore W2017366726C81917197 @default.
• W2017366726 hasConceptScore W2017366726C98045186 @default.
• W2017366726 hasIssue "11" @default.
• W2017366726 hasLocation W20173667261 @default.
• W2017366726 hasOpenAccess W2017366726 @default.
• W2017366726 hasPrimaryLocation W20173667261 @default.
• W2017366726 hasRelatedWork W1975579380 @default.
• W2017366726 hasRelatedWork W2068931720 @default.
• W2017366726 hasRelatedWork W2104232660 @default.
• W2017366726 hasRelatedWork W2504871308 @default.
• W2017366726 hasRelatedWork W2606073172 @default.
• W2017366726 hasRelatedWork W2804643522 @default.

• next