High Performance Quadratic Classifier and the Application On PenDigits Recognition
dc.contributor.author | Zhao, Z.J. | |
dc.contributor.author | Sun, Jie | |
dc.contributor.author | Ge, S.S. | |
dc.date.accessioned | 2023-04-16T10:32:34Z | |
dc.date.available | 2023-04-16T10:32:34Z | |
dc.date.issued | 2007 | |
dc.identifier.citation | Zhao, Z.J. and Sun, J. and Ge, S.S. 2007. High Performance Quadratic Classifier and the Application On PenDigits Recognition. In: 46th IEEE Conference on Decision and Control, 12th Dec 2007, New Orleans. | |
dc.identifier.uri | http://hdl.handle.net/20.500.11937/91440 | |
dc.identifier.doi | 10.1109/CDC.2007.4434191 | |
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.publisher | Institute of Electrical and Electronics Engineers | |
dc.title | High Performance Quadratic Classifier and the Application On PenDigits Recognition | |
dc.type | Conference Paper | |
dcterms.source.startPage | 2073 | |
dcterms.source.endPage | 3077 | |
dcterms.source.issn | 0743-1546 | |
dcterms.source.isbn | 1424414989 | |
dcterms.source.isbn | 9781424414987 | |
dcterms.source.conference | 46th IEEE Conference on Decision and Control | |
dcterms.source.conference-start-date | 12 Dec 2007 | |
dcterms.source.conferencelocation | New Orleans | |
dcterms.source.place | United States | |
dc.date.updated | 2023-04-16T10:32:33Z | |
curtin.department | School of Elec Eng, Comp and Math Sci (EECMS) | |
curtin.accessStatus | Fulltext not available | |
curtin.faculty | Faculty of Science and Engineering | |
curtin.contributor.orcid | Sun, Jie [0000-0001-5611-1672] | |
curtin.contributor.researcherid | Sun, Jie [B-7926-2016] [G-3522-2010] | |
dcterms.source.eissn | 2576-2370 | |
curtin.contributor.scopusauthorid | Sun, Jie [16312754600] [57190212842] | |
curtin.repositoryagreement | V3 |