Enhanced kernel methods for pattern classification
A kernel method named least squares support vector machine is investigated in sub-topics of the pattern classification area.
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| Other Authors: | |
| Format: | Thesis |
| Published: |
2008
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| Online Access: | https://hdl.handle.net/10356/3346 |
| _version_ | 1824456415195955200 |
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| author | Tang, Ke |
| author2 | Xin Yao |
| author_facet | Xin Yao Tang, Ke |
| author_sort | Tang, Ke |
| collection | NTU |
| description | A kernel method named least squares support vector machine is investigated in sub-topics of the pattern classification area. |
| first_indexed | 2025-02-19T03:53:44Z |
| format | Thesis |
| id | ntu-10356/3346 |
| institution | Nanyang Technological University |
| last_indexed | 2025-02-19T03:53:44Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/33462023-07-04T17:27:49Z Enhanced kernel methods for pattern classification Tang, Ke Xin Yao Ponnuthurai N. Suganthan School of Electrical and Electronic Engineering DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition A kernel method named least squares support vector machine is investigated in sub-topics of the pattern classification area. DOCTOR OF PHILOSOPHY (EEE) 2008-09-17T09:27:57Z 2008-09-17T09:27:57Z 2007 2007 Thesis Tang, K. (2007). Enhanced kernel methods for pattern classification. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/3346 10.32657/10356/3346 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition Tang, Ke Enhanced kernel methods for pattern classification |
| title | Enhanced kernel methods for pattern classification |
| title_full | Enhanced kernel methods for pattern classification |
| title_fullStr | Enhanced kernel methods for pattern classification |
| title_full_unstemmed | Enhanced kernel methods for pattern classification |
| title_short | Enhanced kernel methods for pattern classification |
| title_sort | enhanced kernel methods for pattern classification |
| topic | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition |
| url | https://hdl.handle.net/10356/3346 |
| work_keys_str_mv | AT tangke enhancedkernelmethodsforpatternclassification |