An Enhanced Probabilistic Neural Network For Pattern Classification
Pattern classifiers can be applied in a myriad of fields, ranging from machine condition monitoring to weather prediction. A pattern classifier that performs in a non stochastic manner, able to handle missing features and can manage high dimensionality, very much sought after. This is the motivation...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Published: |
2010
|
| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/3475/ |
| _version_ | 1848790337056669696 |
|---|---|
| author | Chang, Roy Kwang Yang |
| author_facet | Chang, Roy Kwang Yang |
| author_sort | Chang, Roy Kwang Yang |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | Pattern classifiers can be applied in a myriad of fields, ranging from machine condition monitoring to weather prediction. A pattern classifier that performs in a non stochastic manner, able to handle missing features and can manage high dimensionality, very much sought after. This is the motivation for this research and our proposed model was designed with those traits in mind. |
| first_indexed | 2025-11-14T18:11:00Z |
| format | Thesis |
| id | mmu-3475 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:11:00Z |
| publishDate | 2010 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-34752023-07-28T04:12:42Z http://shdl.mmu.edu.my/3475/ An Enhanced Probabilistic Neural Network For Pattern Classification Chang, Roy Kwang Yang QA76.75-76.765 Computer software Pattern classifiers can be applied in a myriad of fields, ranging from machine condition monitoring to weather prediction. A pattern classifier that performs in a non stochastic manner, able to handle missing features and can manage high dimensionality, very much sought after. This is the motivation for this research and our proposed model was designed with those traits in mind. 2010-08 Thesis NonPeerReviewed Chang, Roy Kwang Yang (2010) An Enhanced Probabilistic Neural Network For Pattern Classification. Masters thesis, Multimedia University. http://erep.mmu.edu.my/ |
| spellingShingle | QA76.75-76.765 Computer software Chang, Roy Kwang Yang An Enhanced Probabilistic Neural Network For Pattern Classification |
| title | An Enhanced Probabilistic Neural Network For Pattern Classification |
| title_full | An Enhanced Probabilistic Neural Network For Pattern Classification |
| title_fullStr | An Enhanced Probabilistic Neural Network For Pattern Classification |
| title_full_unstemmed | An Enhanced Probabilistic Neural Network For Pattern Classification |
| title_short | An Enhanced Probabilistic Neural Network For Pattern Classification |
| title_sort | enhanced probabilistic neural network for pattern classification |
| topic | QA76.75-76.765 Computer software |
| url | http://shdl.mmu.edu.my/3475/ http://shdl.mmu.edu.my/3475/ |