FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3128231061> ?p ?o ?g. }

• W3128231061 endingPage "306" @default.
• W3128231061 startingPage "306" @default.
• W3128231061 abstract "Multivariate Statistical Process Control (MSPC) seeks to monitor several quality characteristics simultaneously. However, it has limitations derived from its inability to identify the source of special variation in the process. In this research, a proposed model that does not have this limitation is presented. In this paper, data from two scenarios were used: (A) data created by simulation and (B) random variable data obtained from the analysed product, which in this case corresponds to cheese production slicing process in the dairy industry. The model includes a dimensional reduction procedure based on the centrality and data dispersion. The goal is to recognise a multivariate pattern from the conjunction of univariate variables with variation patterns so that the model indicates the univariate patterns from the multivariate pattern. The model consists of two stages. The first stage is concerned with the identification process and uses Moving Windows (MWs) for data segmentation and pattern analysis. The second stage uses Bayesian Inference techniques such as conditional probabilities and Bayesian Networks. By using these techniques, the univariate variable that contributed to the pattern found in the multivariate variable is obtained. Furthermore, the model evaluates the probability of the patterns of the individual variables generating a specific pattern in the multivariate variable. This probability is interpreted as a signal of the performance of the process that allows to identify in the process a multivariate out-of-control state and the univariate variable that causes the failure. The efficiency results of the proposed model compared favourably with respect to the results obtained using the Hotelling’s T2 chart, which validates our model." @default.
• W3128231061 created "2021-02-15" @default.
• W3128231061 creator A5025603483 @default.
• W3128231061 creator A5026598551 @default.
• W3128231061 creator A5038716933 @default.
• W3128231061 creator A5051332075 @default.
• W3128231061 creator A5069981804 @default.
• W3128231061 creator A5073383325 @default.
• W3128231061 date "2021-02-04" @default.
• W3128231061 modified "2023-10-17" @default.
• W3128231061 title "Multivariate Pattern Recognition in MSPC Using Bayesian Inference" @default.
• W3128231061 cites W153815177 @default.
• W3128231061 cites W1594791439 @default.
• W3128231061 cites W1911657146 @default.
• W3128231061 cites W1978420442 @default.
• W3128231061 cites W2002290534 @default.
• W3128231061 cites W2017018726 @default.
• W3128231061 cites W2048076161 @default.
• W3128231061 cites W2058391831 @default.
• W3128231061 cites W2081327823 @default.
• W3128231061 cites W2086684276 @default.
• W3128231061 cites W2239756815 @default.
• W3128231061 cites W2291286746 @default.
• W3128231061 cites W2315856425 @default.
• W3128231061 cites W2321776682 @default.
• W3128231061 cites W2335107214 @default.
• W3128231061 cites W2483479367 @default.
• W3128231061 cites W2515333341 @default.
• W3128231061 cites W2761334633 @default.
• W3128231061 cites W2766579014 @default.
• W3128231061 cites W2963080583 @default.
• W3128231061 cites W2968694512 @default.
• W3128231061 cites W3007738809 @default.
• W3128231061 cites W301800434 @default.
• W3128231061 cites W4244024201 @default.
• W3128231061 cites W4254471705 @default.
• W3128231061 cites W879878326 @default.
• W3128231061 doi "https://doi.org/10.3390/math9040306" @default.
• W3128231061 hasPublicationYear "2021" @default.
• W3128231061 type Work @default.
• W3128231061 sameAs 3128231061 @default.
• W3128231061 citedByCount "2" @default.
• W3128231061 countsByYear W31282310612023 @default.
• W3128231061 crossrefType "journal-article" @default.
• W3128231061 hasAuthorship W3128231061A5025603483 @default.
• W3128231061 hasAuthorship W3128231061A5026598551 @default.
• W3128231061 hasAuthorship W3128231061A5038716933 @default.
• W3128231061 hasAuthorship W3128231061A5051332075 @default.
• W3128231061 hasAuthorship W3128231061A5069981804 @default.
• W3128231061 hasAuthorship W3128231061A5073383325 @default.
• W3128231061 hasBestOaLocation W31282310612 @default.
• W3128231061 hasConcept C105795698 @default.
• W3128231061 hasConcept C107673813 @default.
• W3128231061 hasConcept C119857082 @default.
• W3128231061 hasConcept C124101348 @default.
• W3128231061 hasConcept C153180895 @default.
• W3128231061 hasConcept C154945302 @default.
• W3128231061 hasConcept C160234255 @default.
• W3128231061 hasConcept C161584116 @default.
• W3128231061 hasConcept C199163554 @default.
• W3128231061 hasConcept C33724603 @default.
• W3128231061 hasConcept C33923547 @default.
• W3128231061 hasConcept C41008148 @default.
• W3128231061 hasConceptScore W3128231061C105795698 @default.
• W3128231061 hasConceptScore W3128231061C107673813 @default.
• W3128231061 hasConceptScore W3128231061C119857082 @default.
• W3128231061 hasConceptScore W3128231061C124101348 @default.
• W3128231061 hasConceptScore W3128231061C153180895 @default.
• W3128231061 hasConceptScore W3128231061C154945302 @default.
• W3128231061 hasConceptScore W3128231061C160234255 @default.
• W3128231061 hasConceptScore W3128231061C161584116 @default.
• W3128231061 hasConceptScore W3128231061C199163554 @default.
• W3128231061 hasConceptScore W3128231061C33724603 @default.
• W3128231061 hasConceptScore W3128231061C33923547 @default.
• W3128231061 hasConceptScore W3128231061C41008148 @default.
• W3128231061 hasFunder F4320321739 @default.
• W3128231061 hasIssue "4" @default.
• W3128231061 hasLocation W31282310611 @default.
• W3128231061 hasLocation W31282310612 @default.
• W3128231061 hasOpenAccess W3128231061 @default.
• W3128231061 hasPrimaryLocation W31282310611 @default.
• W3128231061 hasRelatedWork W1828158523 @default.
• W3128231061 hasRelatedWork W1985848810 @default.
• W3128231061 hasRelatedWork W2000145235 @default.
• W3128231061 hasRelatedWork W2049578243 @default.
• W3128231061 hasRelatedWork W2122079181 @default.
• W3128231061 hasRelatedWork W2399195672 @default.
• W3128231061 hasRelatedWork W2748838164 @default.
• W3128231061 hasRelatedWork W2889939530 @default.
• W3128231061 hasRelatedWork W3121881699 @default.
• W3128231061 hasRelatedWork W3122045730 @default.
• W3128231061 hasVolume "9" @default.
• W3128231061 isParatext "false" @default.
• W3128231061 isRetracted "false" @default.
• W3128231061 magId "3128231061" @default.
• W3128231061 workType "article" @default.