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Theory and Use of the EM Algorithm - Foundations and Trends (R) in Signal Processing Maya R. Gupta
Theory and Use of the EM Algorithm - Foundations and Trends (R) in Signal Processing
Maya R. Gupta
Introduces the expectation-maximization (EM) algorithm and provides an intuitive and mathematically rigorous understanding of this method. The book describes in detail two of the most popular applications of EM: estimating Gaussian mixture models, and estimating hidden Markov models.
88 pages
| メディア | 書籍 Paperback Book (ソフトカバーで背表紙を接着した本) |
| リリース済み | 2011年6月30日 |
| ISBN13 | 9781601984302 |
| 出版社 | now publishers Inc |
| ページ数 | 88 |
| 寸法 | 156 × 234 × 5 mm · 136 g |
| 言語 | 英語 |