Citation
Mohd Yusoff, Mohd Izhan and Abu Bakar, Mohd. Rizam and Mohd Nor, Abu Hassan Shaari
(2009)
The performance of expectation maximization (EM) algorithm in Gaussian Mixed Models (GMM).
Pertanika Journal of Science & Technology, 17 (2).
231 - 243.
ISSN 0128-7680
Abstract
Expectation Maximization (EM) algorithm has experienced a significant increase in terms of usage in many fields of study. In this paper, the performance of the said algorithm in finding the Maximum Likelihood for the Gaussian Mixed Models (GMM), a probabilistic model normally used in fraud detection and recognizing a person’s voice in speech recognition field, is shown and discussed. At the end of the paper, some suggestions for future research works will also be given.
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Official URL or Download Paper: http://pertanika.upm.edu.my/Pertanika
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Additional Metadata
| Item Type: | Article |
|---|---|
| Subject: | Expectation-maximization algorithms. |
| Subject: | Gaussian processes. |
| Subject: | Estimation theory. |
| Divisions: | Faculty of Science |
| Publisher: | Universiti Putra Malaysia Press |
| Keywords: | Expectation Maximization (EM), Gaussian Mixed Models (GMM), Box and Muller Transformation |
| Depositing User: | Najwani Amir Sariffudin |
| Date Deposited: | 25 Jun 2012 08:36 |
| Last Modified: | 23 Oct 2015 02:51 |
| URI: | http://psasir.upm.edu.my/id/eprint/17261 |
| Statistic Details: | View Download Statistic |
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