Please use this identifier to cite or link to this item:
https://doi.org/10.1109/CDC.2007.4434191
DC Field | Value | |
---|---|---|
dc.title | High performance quadratic classifier and the application on PenDigits recognition | |
dc.contributor.author | Zhao, Z.J. | |
dc.contributor.author | Sun, J. | |
dc.contributor.author | Ge, S.S. | |
dc.date.accessioned | 2013-10-09T06:19:33Z | |
dc.date.available | 2013-10-09T06:19:33Z | |
dc.date.issued | 2007 | |
dc.identifier.citation | Zhao, Z.J.,Sun, J.,Ge, S.S. (2007). High performance quadratic classifier and the application on PenDigits recognition. Proceedings of the IEEE Conference on Decision and Control : 3072-3077. ScholarBank@NUS Repository. <a href="https://doi.org/10.1109/CDC.2007.4434191" target="_blank">https://doi.org/10.1109/CDC.2007.4434191</a> | |
dc.identifier.isbn | 1424414989 | |
dc.identifier.issn | 01912216 | |
dc.identifier.uri | http://scholarbank.nus.edu.sg/handle/10635/44241 | |
dc.description.abstract | A nonconvex quadratic classifier is proposed for pattern recognition. The classifier is obtained by solving a second-order cone optimization problem on the training data set. Numerical results are presented to compare this classifier with the Gaussian classifier and k-NN classifiers. Regarding to the application of hand written digits recognition, the computational result shows that the proposed quadratic classifier always achieves highest correctness in the testing stage although it takes the longest computational time in the training stage. © 2007 IEEE. | |
dc.description.uri | http://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1109/CDC.2007.4434191 | |
dc.source | Scopus | |
dc.subject | Pattern recognition | |
dc.subject | Pen-digit recognition | |
dc.subject | Quadratic programming | |
dc.subject | Second-order cone optimization | |
dc.type | Conference Paper | |
dc.contributor.department | ELECTRICAL & COMPUTER ENGINEERING | |
dc.contributor.department | DECISION SCIENCES | |
dc.description.doi | 10.1109/CDC.2007.4434191 | |
dc.description.sourcetitle | Proceedings of the IEEE Conference on Decision and Control | |
dc.description.page | 3072-3077 | |
dc.description.coden | PCDCD | |
dc.identifier.isiut | NOT_IN_WOS | |
Appears in Collections: | Staff Publications |
Show simple item record
Files in This Item:
There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.