Matches in SemOpenAlex for { <https://semopenalex.org/work/W2026818146> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W2026818146 endingPage "817" @default.
- W2026818146 startingPage "807" @default.
- W2026818146 abstract "Estimating lot flow (cycle) time is a critical task for a wafer fabrication plant (wafer fab). Many recent studies have shown that pre-classifying wafer lots before estimating the flow times is beneficial to estimation accuracy. In this aspect, various classification approaches, e.g. k-means (kM), fuzzy c-means (FCM), and self-organization map (SOM), have been applied. After pre-classification, to estimate the flow times for lots belonging to different categories, different approaches (that are in fact the same approaches but with different parameter settings) are applied. However, these applications of classification approaches considered only the data of wafer lots, but ignored whether the classification approaches combined with the subsequent estimation techniques were suitable for the data. To tackle this problem, instead of trying many possible classification and forecasting approaches to find out the most suitable combination, a FCM and back propagation network (BPN) combination is chosen in the current study. In the proposed methodology, the classification results by FCM will be adjusted with forecasting error fed back from the BPN. In this way, if the FCM-BPN combination is not good enough for the data, then a forecasting error will be generated and fed back to the FCM classifier to adjust the classification results. After some replications, the FCM-BPN combination will become more suitable for the data. To evaluate the effectiveness, production simulation is applied in the present study to generate test data. According to experimental results, the forecasting accuracy of the proposed methodology is significantly better than those of many existing approaches. The effects of adjusting classification results with prediction error are also revealed." @default.
- W2026818146 created "2016-06-24" @default.
- W2026818146 creator A5062491214 @default.
- W2026818146 creator A5067977447 @default.
- W2026818146 date "2007-08-01" @default.
- W2026818146 modified "2023-10-14" @default.
- W2026818146 title "A fuzzy-neural system with error feedback to adjust classification for forecasting wafer lot flow time: A simulation study" @default.
- W2026818146 cites W1984658044 @default.
- W2026818146 cites W1989258889 @default.
- W2026818146 cites W1995462538 @default.
- W2026818146 cites W1996747841 @default.
- W2026818146 cites W2005984945 @default.
- W2026818146 cites W2017128157 @default.
- W2026818146 cites W2029507504 @default.
- W2026818146 cites W2033403227 @default.
- W2026818146 cites W2036753645 @default.
- W2026818146 cites W2041706261 @default.
- W2026818146 cites W2050288270 @default.
- W2026818146 cites W2065476942 @default.
- W2026818146 cites W2069715036 @default.
- W2026818146 doi "https://doi.org/10.1243/09596518jsce373" @default.
- W2026818146 hasPublicationYear "2007" @default.
- W2026818146 type Work @default.
- W2026818146 sameAs 2026818146 @default.
- W2026818146 citedByCount "2" @default.
- W2026818146 countsByYear W20268181462013 @default.
- W2026818146 crossrefType "journal-article" @default.
- W2026818146 hasAuthorship W2026818146A5062491214 @default.
- W2026818146 hasAuthorship W2026818146A5067977447 @default.
- W2026818146 hasConcept C119599485 @default.
- W2026818146 hasConcept C119857082 @default.
- W2026818146 hasConcept C124101348 @default.
- W2026818146 hasConcept C127413603 @default.
- W2026818146 hasConcept C154945302 @default.
- W2026818146 hasConcept C160671074 @default.
- W2026818146 hasConcept C201995342 @default.
- W2026818146 hasConcept C2780451532 @default.
- W2026818146 hasConcept C35750839 @default.
- W2026818146 hasConcept C41008148 @default.
- W2026818146 hasConcept C50644808 @default.
- W2026818146 hasConcept C58166 @default.
- W2026818146 hasConcept C95623464 @default.
- W2026818146 hasConceptScore W2026818146C119599485 @default.
- W2026818146 hasConceptScore W2026818146C119857082 @default.
- W2026818146 hasConceptScore W2026818146C124101348 @default.
- W2026818146 hasConceptScore W2026818146C127413603 @default.
- W2026818146 hasConceptScore W2026818146C154945302 @default.
- W2026818146 hasConceptScore W2026818146C160671074 @default.
- W2026818146 hasConceptScore W2026818146C201995342 @default.
- W2026818146 hasConceptScore W2026818146C2780451532 @default.
- W2026818146 hasConceptScore W2026818146C35750839 @default.
- W2026818146 hasConceptScore W2026818146C41008148 @default.
- W2026818146 hasConceptScore W2026818146C50644808 @default.
- W2026818146 hasConceptScore W2026818146C58166 @default.
- W2026818146 hasConceptScore W2026818146C95623464 @default.
- W2026818146 hasIssue "5" @default.
- W2026818146 hasLocation W20268181461 @default.
- W2026818146 hasOpenAccess W2026818146 @default.
- W2026818146 hasPrimaryLocation W20268181461 @default.
- W2026818146 hasRelatedWork W2093059209 @default.
- W2026818146 hasRelatedWork W2512018286 @default.
- W2026818146 hasRelatedWork W2556319748 @default.
- W2026818146 hasRelatedWork W2623427976 @default.
- W2026818146 hasRelatedWork W2961085424 @default.
- W2026818146 hasRelatedWork W3158264953 @default.
- W2026818146 hasRelatedWork W3200179079 @default.
- W2026818146 hasRelatedWork W3208484386 @default.
- W2026818146 hasRelatedWork W4249229055 @default.
- W2026818146 hasRelatedWork W1629725936 @default.
- W2026818146 hasVolume "221" @default.
- W2026818146 isParatext "false" @default.
- W2026818146 isRetracted "false" @default.
- W2026818146 magId "2026818146" @default.
- W2026818146 workType "article" @default.