Fuzzy System Identification Using Gaussian Mixture Models
The thesis is structured into 4 major studies, each presented under a separate chapter.Chapter 1 - A theoretical bridge associating a Gaussian Mixture Model (GMM) to an additive fuzzy system is uncovered. Chapter 3 - Invoke the Jacobi vs Gauss_seidel analogy in an attempt to speed up the rate of EM...
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| Format: | Thesis |
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2007
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| Online Access: | http://shdl.mmu.edu.my/1147/ |
| _version_ | 1848789706155753472 |
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| author | Gan, Ming Tao |
| author_facet | Gan, Ming Tao |
| author_sort | Gan, Ming Tao |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | The thesis is structured into 4 major studies, each presented under a separate chapter.Chapter 1 - A theoretical bridge associating a Gaussian Mixture Model (GMM) to an additive fuzzy system is uncovered. Chapter 3 - Invoke the Jacobi vs Gauss_seidel analogy in an attempt to speed up the rate of EM convergence. Chapter 4 - The theses proposes an adaptation of the EM that minimizes the average predicted error, in conjunction with maximizing likelihood. |
| first_indexed | 2025-11-14T18:00:59Z |
| format | Thesis |
| id | mmu-1147 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:00:59Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-11472010-08-23T03:19:39Z http://shdl.mmu.edu.my/1147/ Fuzzy System Identification Using Gaussian Mixture Models Gan, Ming Tao QA Mathematics The thesis is structured into 4 major studies, each presented under a separate chapter.Chapter 1 - A theoretical bridge associating a Gaussian Mixture Model (GMM) to an additive fuzzy system is uncovered. Chapter 3 - Invoke the Jacobi vs Gauss_seidel analogy in an attempt to speed up the rate of EM convergence. Chapter 4 - The theses proposes an adaptation of the EM that minimizes the average predicted error, in conjunction with maximizing likelihood. 2007-02 Thesis NonPeerReviewed Gan, Ming Tao (2007) Fuzzy System Identification Using Gaussian Mixture Models. Masters thesis, Multimedia University. http://myto.perpun.net.my/metoalogin/logina.php |
| spellingShingle | QA Mathematics Gan, Ming Tao Fuzzy System Identification Using Gaussian Mixture Models |
| title | Fuzzy System Identification Using Gaussian Mixture Models |
| title_full | Fuzzy System Identification Using Gaussian Mixture Models |
| title_fullStr | Fuzzy System Identification Using Gaussian Mixture Models |
| title_full_unstemmed | Fuzzy System Identification Using Gaussian Mixture Models |
| title_short | Fuzzy System Identification Using Gaussian Mixture Models |
| title_sort | fuzzy system identification using gaussian mixture models |
| topic | QA Mathematics |
| url | http://shdl.mmu.edu.my/1147/ http://shdl.mmu.edu.my/1147/ |