Tools For Pattern Recognition In Univariate And Multivariate Processes
The objective of this research is to develop unified control charts that can be used to monitor and detect patterns in univariate and multivariate processes. These charts must becapable of locating shifts in, both process location and process variation, in a single chart. Currently, for the univaria...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Published: |
2007
|
| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/1285/ |
| _version_ | 1848789745493082112 |
|---|---|
| author | Chinna, Karuthan |
| author_facet | Chinna, Karuthan |
| author_sort | Chinna, Karuthan |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | The objective of this research is to develop unified control charts that can be used to monitor and detect patterns in univariate and multivariate processes. These charts must becapable of locating shifts in, both process location and process variation, in a single chart. Currently, for the univariate case, the monitoring is done using two different charts, one for process mean and one for process variation. These charts are often cumbersome to construct and not easily interpreted by the quality control personnel. Individual quality characteristics are often measured in different scales of measures and thus having a standard chart is not possible. |
| first_indexed | 2025-11-14T18:01:36Z |
| format | Thesis |
| id | mmu-1285 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:01:36Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-12852010-08-13T03:20:21Z http://shdl.mmu.edu.my/1285/ Tools For Pattern Recognition In Univariate And Multivariate Processes Chinna, Karuthan TK7800-8360 Electronics The objective of this research is to develop unified control charts that can be used to monitor and detect patterns in univariate and multivariate processes. These charts must becapable of locating shifts in, both process location and process variation, in a single chart. Currently, for the univariate case, the monitoring is done using two different charts, one for process mean and one for process variation. These charts are often cumbersome to construct and not easily interpreted by the quality control personnel. Individual quality characteristics are often measured in different scales of measures and thus having a standard chart is not possible. 2007-04 Thesis NonPeerReviewed Chinna, Karuthan (2007) Tools For Pattern Recognition In Univariate And Multivariate Processes. PhD thesis, Multimedia University. http://myto.perpun.net.my/metoalogin/logina.php |
| spellingShingle | TK7800-8360 Electronics Chinna, Karuthan Tools For Pattern Recognition In Univariate And Multivariate Processes |
| title | Tools For Pattern Recognition In Univariate And Multivariate Processes |
| title_full | Tools For Pattern Recognition In Univariate And Multivariate Processes |
| title_fullStr | Tools For Pattern Recognition In Univariate And Multivariate Processes |
| title_full_unstemmed | Tools For Pattern Recognition In Univariate And Multivariate Processes |
| title_short | Tools For Pattern Recognition In Univariate And Multivariate Processes |
| title_sort | tools for pattern recognition in univariate and multivariate processes |
| topic | TK7800-8360 Electronics |
| url | http://shdl.mmu.edu.my/1285/ http://shdl.mmu.edu.my/1285/ |