Matches in SemOpenAlex for { <https://semopenalex.org/work/W3004156391> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W3004156391 endingPage "179" @default.
- W3004156391 startingPage "167" @default.
- W3004156391 abstract "Taguchi’s T-method is a prediction model introduced by Genichi Taguchi under the Mahalanobis- Taguchi System to determine the future state or unknown output based on existing or historical data. The prediction model was constructed using normalized signal data involving subtraction of average value of unit space data from signal data. The objective of this research is to determine a group of data having homogeneous characteristics from a densely populated region in a dataset to functioned as a basis for unit space data selection in T-method for predicting an accurate outcome. Histogram was utilized as a tool in representing data in multiple groups and a group with highest data frequency defined as unit space data. Nine different number of bins was used in assessing the effect of unit space data towards prediction accuracy. The result from the experiments on six different datasets indicates that no single number of bin fit for all in offering an optimal result. In addition, the size of unit space data and signal data do not significantly affect the final outcome. However, except for Auto MPG dataset, all different numbers of bin resulted in better prediction accuracy with less MSE and RMSE as compared to conventional T-method." @default.
- W3004156391 created "2020-02-07" @default.
- W3004156391 creator A5002893220 @default.
- W3004156391 creator A5037393089 @default.
- W3004156391 creator A5077402918 @default.
- W3004156391 creator A5084641287 @default.
- W3004156391 date "2019-12-25" @default.
- W3004156391 modified "2023-09-27" @default.
- W3004156391 title "Determination of optimal unit space data for taguchi’s t-method based on homogeneity of output" @default.
- W3004156391 cites W194550225 @default.
- W3004156391 cites W2007324743 @default.
- W3004156391 cites W2042019392 @default.
- W3004156391 cites W2809705928 @default.
- W3004156391 hasPublicationYear "2019" @default.
- W3004156391 type Work @default.
- W3004156391 sameAs 3004156391 @default.
- W3004156391 citedByCount "0" @default.
- W3004156391 crossrefType "journal-article" @default.
- W3004156391 hasAuthorship W3004156391A5002893220 @default.
- W3004156391 hasAuthorship W3004156391A5037393089 @default.
- W3004156391 hasAuthorship W3004156391A5077402918 @default.
- W3004156391 hasAuthorship W3004156391A5084641287 @default.
- W3004156391 hasConcept C105795698 @default.
- W3004156391 hasConcept C11413529 @default.
- W3004156391 hasConcept C124101348 @default.
- W3004156391 hasConcept C142259097 @default.
- W3004156391 hasConcept C153180895 @default.
- W3004156391 hasConcept C154945302 @default.
- W3004156391 hasConcept C156273044 @default.
- W3004156391 hasConcept C1921717 @default.
- W3004156391 hasConcept C33923547 @default.
- W3004156391 hasConcept C41008148 @default.
- W3004156391 hasConcept C83469408 @default.
- W3004156391 hasConceptScore W3004156391C105795698 @default.
- W3004156391 hasConceptScore W3004156391C11413529 @default.
- W3004156391 hasConceptScore W3004156391C124101348 @default.
- W3004156391 hasConceptScore W3004156391C142259097 @default.
- W3004156391 hasConceptScore W3004156391C153180895 @default.
- W3004156391 hasConceptScore W3004156391C154945302 @default.
- W3004156391 hasConceptScore W3004156391C156273044 @default.
- W3004156391 hasConceptScore W3004156391C1921717 @default.
- W3004156391 hasConceptScore W3004156391C33923547 @default.
- W3004156391 hasConceptScore W3004156391C41008148 @default.
- W3004156391 hasConceptScore W3004156391C83469408 @default.
- W3004156391 hasIssue "1" @default.
- W3004156391 hasLocation W30041563911 @default.
- W3004156391 hasOpenAccess W3004156391 @default.
- W3004156391 hasPrimaryLocation W30041563911 @default.
- W3004156391 hasRelatedWork W2388718221 @default.
- W3004156391 hasRelatedWork W2885287039 @default.
- W3004156391 hasRelatedWork W3027736692 @default.
- W3004156391 hasRelatedWork W83785883 @default.
- W3004156391 hasRelatedWork W2817415782 @default.
- W3004156391 hasRelatedWork W2823354465 @default.
- W3004156391 hasRelatedWork W2850479908 @default.
- W3004156391 hasRelatedWork W2864593004 @default.
- W3004156391 hasRelatedWork W2929956681 @default.
- W3004156391 hasRelatedWork W2957760177 @default.
- W3004156391 hasRelatedWork W2965576094 @default.
- W3004156391 hasRelatedWork W2965709335 @default.
- W3004156391 hasRelatedWork W3026719169 @default.
- W3004156391 hasRelatedWork W3039833247 @default.
- W3004156391 hasRelatedWork W3070634769 @default.
- W3004156391 hasRelatedWork W3080072659 @default.
- W3004156391 hasRelatedWork W3090244046 @default.
- W3004156391 hasRelatedWork W3131159291 @default.
- W3004156391 hasRelatedWork W3132360155 @default.
- W3004156391 hasRelatedWork W3146054690 @default.
- W3004156391 hasVolume "7" @default.
- W3004156391 isParatext "false" @default.
- W3004156391 isRetracted "false" @default.
- W3004156391 magId "3004156391" @default.
- W3004156391 workType "article" @default.