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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my-mmu-ep.11472010-08-23T03:19:39Z Fuzzy System Identification Using Gaussian Mixture Models 2007-02 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 http://shdl.mmu.edu.my/1147/ http://myto.perpun.net.my/metoalogin/logina.php masters Multimedia University Research Library |
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Multimedia University |
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MMU Institutional Repository |
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QA Mathematics |
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QA Mathematics Gan, Ming Tao Fuzzy System Identification Using Gaussian Mixture Models |
| 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. |
| format |
Thesis |
| qualification_level |
Master's degree |
| author |
Gan, Ming Tao |
| author_facet |
Gan, Ming Tao |
| author_sort |
Gan, Ming Tao |
| title |
Fuzzy System Identification Using Gaussian Mixture Models |
| title_short |
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_sort |
fuzzy system identification using gaussian mixture models |
| granting_institution |
Multimedia University |
| granting_department |
Research Library |
| publishDate |
2007 |
| _version_ |
1747829301941633024 |